Category Archives: Data Mining

PhD Candidate in Data-Driven Decision Services for Child and Adolescent Mental Health job with NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY – NTNU…

About the position

We have a vacancy for a Ph.D. Candidate in Data-Driven Decision Services for Child and Adolescent Mental Health, at theDepartment of Computer Science (IDI). The position is for 4 years with teaching duties (25% of teaching assistance).

For a position as a Ph.D. Candidate, the goal is a completed doctoral education up to an obtained doctoral degree.

The candidate will work towards providing Local, Early and Precise clinical decision services (CDS) integrated with and based on electronic health record systems (EHR) in Child and Adolescent Mental Health Services (CAMHS). The position will be affiliated with theIDDEAS research projectat theRegional Centre for Child and Youth Mental Health and Child Welfare (RKBU)at NTNU, and the St. Olav University Hospital, Division of Mental Health. The candidate will also aim to pilot and validate CDS in the new EHR introduced in Central Norway in collaboration with theHelseplattformen.

The required research will be interdisciplinary, yet at the forefront of medical artificial intelligence employing large datasets prospectively to mine and learn patterns in care trajectories. The overall objective is to improve precision, efficacy, and timeliness of assessment and treatment related to ADHD. Emphasis will be on enabling and realizing data-driven decision services for clinicians and patients based on secondary use of comprehensive health data registers. This includes aspects of user requirements elicitation, data mining, and visualization, clinical language processing, and continuous maintenance of clinical data analysis pipelines.

You will report to the Head of Department.

Duties of the position

Required selection criteria

The appointment is to be made in accordance with the regulations in force concerningState Employees and Civil ServantsandRegulations concerning the degrees ofPhilosophiaeDoctor (PhD)andPhilosodophiaeDoctor (PhD) in artistic researchnational guidelines for appointment as PhD, post doctor and research assistant

Preferred selection criteria

You should preferably have:

Personal characteristics

We appreciate the:

We offer

Salary and conditions

Ph.D. candidates are remunerated in code 1017 and are normally remunerated at gross from NOK 491 200 per annum before tax, depending on qualifications and seniority. From the salary, 2% is deducted as a contribution to the Norwegian Public Service Pension Fund.

The period of employment is 4 years with teaching duties (25% of teaching assistance).

Appointment to a Ph.D. position requires that you are admitted to the Ph.D. program inin Computer Science within three months of employment, and that you participate in an organized Ph.D. program during the employment period.

The engagement is to be made in accordance with the regulations in force concerning State Employees and Civil Servants, and the acts relating to Control of the Export of Strategic Goods, Services and Technology. Candidates who by assessment of the application and attachment are seen to conflict with the criteria in the latter law will be prohibited from recruitment to NTNU. After the appointment you must assume that there may be changes in the area of work.

It is a prerequisite you can be present at and accessible to the institution daily.

About the application

The application and supporting documentation to be used as the basis for the assessment must be in English.

Publications and other scientific work must follow the application. Please note that applications are only evaluated based on the information available on the application deadline. You should ensure that your application shows clearly how your skills and experience meet the criteria which are set out above.

The application must include:

If all,or parts,of your education has been taken abroad, we also ask you to attach documentation of the scope and quality of your entire education, both bachelor's and master's education, in addition to other higher education. Description of the documentation required can befoundhere. If you already have a statement fromNOKUT,pleaseattachthisas well.

Joint works will be considered. If it is difficult to identify your contribution to joint works, you must attach a brief description of your participation.

In the evaluation of which candidate is best qualified, emphasis will be placed on education,experienceand personal and interpersonalqualities.Motivation,ambitions,and potential will also countin the assessment ofthe candidates.

NTNU is committed to following evaluation criteria for research quality according toThe San Francisco Declaration on Research Assessment - DORA.

General information

Working at NTNU

A good work environment is characterized by diversity. We encourage qualified candidates to apply, regardless of their gender, functional capacity or cultural background.

The city of Trondheimis a modern European city with a rich cultural scene. Trondheim is the innovation capital of Norway with a population of 200,000. The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world. Professional subsidized day-care for children is easily available. Furthermore, Trondheim offers great opportunities for education (including international schools) and possibilities to enjoy nature, culture and family life and has low crime rates and clean air quality.

As an employee at NTNU, you must at all times adhere to the changes that the development in the subject entails and the organizational changes that are adopted.

Information Act (Offentleglova), your name, age, position, and municipality may be made public even if you have requested not to have your name entered on the list of applicants.

If you have any questions about the positions, please contact Associate Professor ystein Nytr,nytroe@ntnu.noor Head of the Department Heri Ramampiaro, email:heri@ntnu.no. If you have questions about the recruitment process, please contact Senior executive officer Kenneth Hagensen email:kenneth.hagensen@ntnu.no.

Please submit your application electronically via jobbnorge.no with your CV, diplomas and certificates. Applications submitted elsewhere will not be considered. Diploma Supplement is required to attach for European Master Diplomas outside Norway. Chinese applicants are required to provide confirmation of Master Diploma fromChina Credentials Verification (CHSI).

If you are invited for interview you must include certified copies of transcripts and reference letters. Please refer to the application number 2022/6882 when applying.

Application deadline: 15.03.22

NTNU - knowledge for a better world

The Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.

Department of Computer Science

We are the leading academic IT environment in Norway, and offer a wide range of theoretical and applied IT programmes of study at all levels. Our subject areas include hardware, algorithms, visual computing, AI, databases, software engineering, information systems, learning technology, HCI, CSCW, IT operations and applied data processing. The Department has groups in both Trondheim and Gjvik. TheDepartment of Computer Scienceis one of seven departments in theFaculty of Information Technology and Electrical Engineering.

Deadline15th March 2022EmployerNTNU - Norwegian University of Science and TechnologyMunicipalityTrondheimScopeFulltimeDurationTemporaryPlace of serviceNTNU Trondheim

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PhD Candidate in Data-Driven Decision Services for Child and Adolescent Mental Health job with NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY - NTNU...

Snow Lake Lithium’s First Results from Drone Mag Survey Identify Multiple Extension Anomalies and Prospective Targets on SG Claims – Junior Mining…

WINNIPEG, MB / ACCESSWIRE / February 15, 2022 / Snow Lake Resources Ltd., d/b/a Snow Lake Lithium Ltd. (NASDAQ:LITM) ("Snow Lake" or the "Company"), is pleased to report that the first batch of data received from its drone magnetic survey first announced ( November 29, 2021 - Snow Lake Lithium Receives Government Grant for $62,000 CAD ), identified several highly prospective targets in the Company's Sherritt Gordon (SG) pegmatite dykes.

Initial images from the EarthEx Drone Magnetic survey on the Snow Lake Lithium SG - Grass River (GR) Target area show noticeable correlation between magnetic lows in the data and the known pegmatite dykes that were sampled during last fall's prospecting campaign (December 6th 2021 - Snow Lake Resources Ltd. Samples Up To 6.97 WT% Li2O from its Manitoba Project ). The drone system's unique ability to fly low to the canopy and maintain centimeter precision RTK (real-time kinematic positioning) navigation results in exceptional levels of detail in the data, revealing features not before seen (Figure 1.0).

Photo 1 - Drone taking flight during survey over SG dyke

In addition to the known pegmatites, the EarthEx survey has revealed several other magnetically low lineaments with favorable structural orientations in the vicinity near the SG and GR dykes. The survey will continue over the Thompson Brothers Lithium deposit area this week.

Both the SR and GR dykes will be the primary targets for drill #3 being mobilized by BRL Drilling ( Feburary 2, 2022 - Snow Lake Lithium Contracts Additional Drill to Project After Extending the Strike Zone on First Hole).

CEO Philip Gross commented "These are very exciting times for Snow Lake as we continue to progress the project and accelerate towards mining and full commercial production. The Sherritt Gordon claims have a long history of lithium attached to them, dating back to the 1940's when they were originally drilled. The drone data we obtained can now identify previously unknown extensions that greatly multiply the potential of this property. With the third drill en route, we are excited to start drilling these anomalies as soon as possible and to begin to establish our operations that we expect will position us as the preeminent carbon neutral lithium supplier to the North American automotive industry in the near future."

Daniel Card, President of EarthEx Geophysical Solutions Inc. stated "We are delighted to be working with Snow Lake Lithium on what is a very exciting and promising lithium project. We are thrilled with the effectiveness with which known pegmatites and new targets are being mapped in the data and we are proud to provide Snow Lake with such an effective exploration tool."

Figure 1.0 Preliminary Magnetic Image (1st VD) over the SG - Grass River Target Area

About EarthEx Geophysical Solutions Inc.

EarthEx Geophysical Solutions Inc was founded in 2014 in Selkirk Manitoba Canada by its Chief Geophysicist, Daniel Card. Mr Card, P.Geo, RPGeo, a professional Geophysicist, who holds a BSc. Hons degree from the University of Manitoba and is currently registered in Canada and Australia.

Since its inception, EarthEx has gained widespread recognition for its scientific accomplishments for its clients & partners.

EarthEx is specialized in the acquisition of high-resolution geophysical data from UAV (drone) based platforms, data interpretation, 3D modelling and target definition for hard-rock minerals. Working with cutting edge technologies and data analysis algorithms and methodology EarthEx is known for providing high quality exploration targets and tools to its clients.

About Snow Lake Resources Ltd.

Snow Lake Lithium is committed to creating and operating a fully renewable and sustainable lithium mine that can deliver a completely traceable, carbon neutral and zero harm product to the electric vehicle and battery markets. We aspire to not only set the standard for responsible lithium mining, but we intend to be the first lithium producer in the world to achieve Certified B Corporation status in the process.

Our wholly owned Thompson Brothers Lithium Project covers a 55,318-acre site that has only been 1% explored and contains an identified-to-date 11.1 million metric tonnes indicated and inferred resource at 1% Li2O.

Forward Looking Statements

This press release contains "forward-looking statements" that are subject to substantial risks and uncertainties. All statements, other than statements of historical fact, contained in this press release are forward-looking statements. Forward-looking statements contained in this press release may be identified by the use of words such as "anticipate," "believe," "contemplate," "could," "estimate," "expect," "intend," "seek," "may," "might," "plan," "potential," "predict," "project," "target," "aim," "should," "will" "would," or the negative of these words or other similar expressions, although not all forward-looking statements contain these words. Forward-looking statements are based on Snow Lake Resources Ltd.'s current expectations and are subject to inherent uncertainties, risks and assumptions that are difficult to predict and include statements regarding the expected use of proceeds and expected closing. Further, certain forward-looking statements are based on assumptions as to future events that may not prove to be accurate. These and other risks and uncertainties are described more fully in the section titled "Risk Factors" in the final prospectus related to our public offering filed with the Securities and Exchange Commission and other filings and reports that we file with the Securities and Exchange Commission. Forward-looking statements contained in this announcement are made as of this date, and Snow Lake Resources Ltd. undertakes no duty to update such information except as required under applicable law.

Contact: This email address is being protected from spambots. You need JavaScript enabled to view it.www.SnowLakeLithium.comtwitter: @SnowLakeLithium

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Snow Lake Lithium's First Results from Drone Mag Survey Identify Multiple Extension Anomalies and Prospective Targets on SG Claims - Junior Mining...

TeraWulf Names William "Sandy" Harrison as Vice President of Investor Relations – Longview News-Journal

EASTON, Md., Feb. 14, 2022 /PRNewswire/ -- TeraWulf Inc. (Nasdaq: WULF) ("TeraWulf"), which was formed to own and operate fully integrated environmentally clean bitcoin mining facilities in the United States, today announced it has appointed William "Sandy" Harrison as Vice President of Investor Relations, effective immediately.

Mr. Harrison brings to TeraWulf significant experience in financial and marketing communications, equity research, financial analysis and strategic planning. Most recently, he served as Vice President of Investor Relations at Semtech Corporation for eight years, with responsibility for leading the company's investor relations program and establishing its environmental, sustainability and governance (ESG) team. Before joining Semtech, Mr. Harrison held analyst positions with increasing levels of responsibility at Wunderlich Securities, Signal Hill Capital Group and Pacific Growth Equities. Mr. Harrison holds a Master of Business Administration in finance & accounting from Loyola University and a bachelor's degree in industrial psychology & history from Washington & Lee University.

TeraWulf began trading on the Nasdaq Stock Market LLC in December 2021 after completing its business combination with IKONICS Corporation. The Company is developing two fully integrated environmentally clean bitcoin mining facilities, Lake Mariner in New York and Nautilus Cryptomine in Pennsylvania, with the objective of 800 megawatts of mining capacity deployed by 2025, enabling over 23 exahash per second of expected hashrate. The Lake Mariner facility is expected to begin mining operations in the first quarter.

"Sandy's unique blend of experience is a natural fit for TeraWulf, bringing an expertise in investor relations and ESG programs, a comprehensive understanding of the financial markets and deep investor connections," said Paul Prager, Chief Executive Officer and chair of the board of TeraWulf. "We are pleased to have him join the team as we finalize preparations to begin mining operations at Lake Mariner this quarter. With a fully integrated, environmentally clean platform, we expect to be able to offer attractive economics and advance towards or our goal of providing domestically produced bitcoin powered by 100% zero-carbon energy."

"With a seasoned team of energy industry experts who understand the complex logistics required to undertake bitcoin mining at an industrial scale, as well as a genuine commitment to strong ESG values, TeraWulf truly stands out as best-in-class," said Mr. Harrison. "I look forward to putting my skills to work as we establish TeraWulf as the leader in fully integrated environmentally friendly bitcoin mining."

About TeraWulf

TeraWulf (Nasdaq: WULF) was formed by an experienced group of energy entrepreneurs to own and operate fully integrated environmentally clean bitcoin mining facilities in the United States. The Company is developing two mining facilities, Lake Mariner in New York and Nautilus Cryptomine in Pennsylvania, with the objective 800 megawatts of mining capacity deployed by 2025, enabling over 23 exahash per second of expected hashrate. TeraWulf will generate domestically produced bitcoin powered by nuclear, hydro and solar energy with a goal of utilizing 100% zero-carbon energy. With a core focus of ESG that ties direction to its business success, TeraWulf expects to offer attractive mining economics at an industrial scale.

For more information on TeraWulf, please visit http://www.TeraWulf.com or follow @TeraWulfInc on Twitter.

Forward-Looking Statements

This press release contains forward-looking statements within the meaning of the "safe harbor" provisions of the Private Securities Litigation Reform Act of 1995, as amended. Such forward-looking statements include statements concerning anticipated future events and expectations that are not historical facts. All statements, other than statements of historical fact, are statements that could be deemed forward-looking statements. In addition, forward-looking statements are typically identified by words such as "plan," "believe," "expect," "anticipate," "intend," "outlook," "estimate," "forecast," "project," "continue," "could," "may," "might," "possible," "potential," "predict," "should," "would" and other similar words and expressions, although the absence of these words or expressions does not mean that a statement is not forward-looking. Forward-looking statements are based on the current expectations and beliefs ofTeraWulf's management and are inherently subject to a number of factors, risks, uncertainties and assumptions and their potential effects. There can be no assurance that future developments will be those that have been anticipated. Actual results may vary materially from those expressed or implied by forward- looking statements based on a number of factors, risks, uncertainties and assumptions, including, among others: (1) conditions in the cryptocurrency mining industry, including fluctuation in the market pricing of bitcoin and other cryptocurrencies, and the economics of cryptocurrency mining, including as to variables or factors affecting the cost, efficiency and profitability of cryptocurrency mining; (2) competition among the various providers of data mining services; (3) changes in applicable laws, regulations and/or permits affecting TeraWulf's operations or the industries in which it operates, includingregulation regarding power generation, cryptocurrency usage and/or cryptocurrency mining; (4) the ability to implement certain business objectives and to timely and cost-effectively execute integrated projects; (5) failure to obtain adequate financing on a timely basis and/or on acceptable terms with regard to growth strategies or operations; (6) loss of public confidence in bitcoin or other cryptocurrencies and the potential for cryptocurrency market manipulation; (7) the potential of cybercrime, money-laundering, malware infections and phishing and/or loss and interference as a result of equipment malfunction or break-down, physical disaster, data security breach, computer malfunction or sabotage (and the costs associated with any of the foregoing); (8) the availability, delivery schedule and cost of equipment necessary to maintain and grow the business and operations of TeraWulf, including mining equipment and equipment meeting the technical or other specifications required to achieve its growth strategy; (9) employment workforce factors, including the loss of key employees; (10) litigation relating to TeraWulf, IKONICS and/or the business combination; and (11) the ability to recognize the anticipated objectives and benefits of the business combination. Potential investors, stockholders and other readers are cautioned not to place undue reliance on these forward- looking statements, which speak only as of the date on which they were made. TeraWulf does not assume any obligation to publicly update any forward- looking statement after it was made, whether as a result of new information, future events or otherwise, except as required by law or regulation.

Contacts

TeraWulf

Michael Freitag / Joseph Sala / Lyle Weston

Joele Frank, Wilkinson Brimmer Katcher

(212) 355-4449

View original content:https://www.prnewswire.com/news-releases/terawulf-names-william-sandy-harrison-as-vice-president-of-investor-relations-301481302.html

SOURCE TeraWulf Inc.

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TeraWulf Names William "Sandy" Harrison as Vice President of Investor Relations - Longview News-Journal

Coal mines transformed society. Now, their flooded remains could heat the homes of the future – CNBC

Coal being mined

Monty Rakusen | Cultura | Getty Images

LONDON The ramifications of the Industrial Revolution, which had its roots in 18th-century Britain, were huge.

Britain's abundance of coal as well as the ease with which it could be accessed was a crucial ingredient in this historical turning point, powering the steam engines which helped drive society's transformation.

But things have changed. The number of operational coal mines there has plunged, and last June, authorities announced Britain would stop using coal to generate electricity from October 2024, a year earlier than the original target of 2025.

Even though most mines in the U.K. have closed, their centuries-old story isn't necessarily over. In Scotland, work is underway to look at how the water that has flooded old, disused mines can be used to provide decarbonized heating to buildings.

Conducting this research is a facility known as the Glasgow Geoenergy Observatory, which is run by the British Geological Survey. A dozen boreholes have been drilled, with the majority in Rutherglen, a town southeast of Glasgow.

According to those behind the project, both Glasgow and Rutherglen were home to some of the busiest coal mines in Scotland. After their closure, natural floods filled them with water of about 12 degrees Celsius.

This image shows one of the Glasgow Observatory's sites in Scotland. A total of 12 boreholes have been drilled as part of the project.

Mike Stephenson, who was until recently executive chief scientist for decarbonization at the British Geological Survey, told CNBC that the project was about "doing research on the heat in coal mines and also, to some extent, whether you can store heat in old coal mines."

Stephenson said that at the site where the work is taking place, the team was "experimenting with how fast water flows amongst these mines, how warm the water is, how fast, if you take warm water out, does the water replenish so how fast does the warmth come back."

"It is a research site, not a demonstration," he said. Research was being undertaken "to try and understand what are the limits to the amount of heat, how much heat there is."

"All those things will be a set of scientific findings and equations and models," he added. He said this would provide valuable information to both companies and local authorities interested in the idea.

"It will help them decide where to do it, how close you drill the holes together, how deep you drill them, how you design them to make it as efficient as possible."

The project has made progress over the last 12 months or so. In the summer of 2021, it was announced that pumping tests had been completed and samples collected from 10 of the site's boreholes.

"The latest data show that the boreholes of the Glasgow Observatory are well-connected to the flooded mine workings," Alan MacDonald, a hydrogeologist with the British Geological Survey, said at the time.

Mine water between 50 and 90 meters under Glasgow measures between 11 and 13 degrees Celsius, he added. For comparison, the average temperature of Scottish groundwater is 10 degrees, MacDonald said.

According to Britain's Coal Authority, 25% of the U.K.'s residential properties sit on coalfields. As a source of heating, the potential of underground, flooded mines such as the ones being researched in Glasgow appears to be considerable.

Citing its own calculations, the Coal Authority says the "constantly replenishing water within these mines could potentially be a large enough resource to provide all of the heating requirements for the coalfield areas." It could also have applications in sectors such as manufacturing and horticulture.

"The water in these mines is a low carbon, sustainable heat source, which under the right conditions can compete with public supply gas prices and deliver carbon savings up to 75% compared to gas heating," it notes.

A host of governments are attempting to move away from coal, but it still plays a crucial role in many nations. According to the International Energy Agency, coal supplies around a third of worldwide electricity generation.

Last December, the Paris-based organization said coal-fired power generation was due to hit an all-time high in 2021. As for coal production, the IEA said it's "forecast to reach an all-time high in 2022 and then plateau as demand flattens."

While it was crucial to the planet's industrialization and remains an important source of electricity, coal has a substantial effect on the environment.

The U.S. Energy Information Administration lists a range of emissions from coal combustion. These include carbon dioxide, sulfur dioxide, particulates and nitrogen oxides.

Elsewhere, Greenpeace has described coal as "the dirtiest, most polluting way of producing energy."

In the northeast of England, South Tyneside Council has been working on a project aiming to repurpose part of the area's mining heritage.

According to the council, the 7.7 million ($10.4 million) Hebburn Minewater Project will "draw geothermal energy from abandoned flooded mines in the former Hebburn Colliery."

The initiative aims to supply heat to several buildings that the council owns by using mine water from the old colliery, which opened in the late 18th century and shut down in 1932.

The project is centered on the drilling of two boreholes. A water source heat pump will extract the mine water's heat, after which it will be compressed to a far greater temperature. After being funneled to an energy center, a new network of pipes will be used for distribution.

The council is working on the project, which is slated for completion in June 2023, alongside Durham University and the Coal Authority. Last October, it was announced that testing had shown the mine water's temperature was warmer than initially thought.

Attempts to use the warm waters of flooded mines are not unique to the U.K. In 2008, a facility described by the European Commission as the first mine water power station in the world opened in the Netherlands. A similar project based on using mine water to heat buildings in Asturias, northern Spain, has also been developed.

Back in South Tyneside councilor Ernest Gibson, whose brief covers climate change, spoke to CNBC about the industry's deep-rooted relationship with the area and his hopes for the future.

"The economics of the area declined [as] soon as the coal mines closed," Gibson, a former miner, said.

He explained how the shutting down of a colliery affected not only the mining industry but also others like the steel and transport industries, as well as smaller operations like local shops and the "ragman," a term for a person who would buy, collect and sell old items. Gibson went on to tell CNBC that he's "proud" of the fact old coal mines are being used again.

"The collieries closed but ... they were revived in a different format," he said, later striking a more philosophical tone. "It's like life everything changes, nothing stands still. And I think it's for the best."

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Coal mines transformed society. Now, their flooded remains could heat the homes of the future - CNBC

Internet of Things (IoT) Predictions to Foresee in 2022 – EnterpriseTalk

IoT development has been regarded as the most promising area of the digital world in recent years. This is unsurprising, given how Internet technologies have become ingrained in daily lives.

The aftermath of the COVID-19 pandemic has changed the technology environment. Automation, data mining, and machine learning (ML) are being used by businesses more than ever before, and the convergence of several technologies is causing a surge of innovation. Against this backdrop, the Internet of Things (IoT) is gaining traction, offering real-world competitive advantages to enterprises in a variety of industries.

Here are some IoT forecasts for the year 2022, according to industry experts.

SIMs are being digitized for IoT deployments, allowing enterprises to remotely activate SIMs implanted in their endpoints. Without needing to order and swap physical cards, users may install global SIM profiles into compatible devices in seconds. This greatly simplifies and shortens the provisioning process, while also avoiding shipping expenditures and putting delivery issues in the past.

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Companies should combine it with an embedded universal integrated circuit card (eUICC) and a remote SIM provisioning platform, whether its a compatible pluggable SIM or an embedded SIM card. Even large-scale worldwide deployments can use a single SKU strategy and switch profiles later if necessary. Roaming limitations are removed, and carrier profiles can be changed remotely.

Digital twins are not a new concept, but the nomenclature is starting to make its way into common tech jargon. The ability to translate physical objects into digital form and overlay data to create a digital twin enables very complex simulations. However, when this digital representation is entrenched within the metaverse, the business benefits multiply enormously.

A company can now digitally reproduce anything from a single endpoint to a complete factory or ecosystem. And embedding the digital twin in the metaverse, complete with live feeds, enables everything from more precise predictive maintenance to increased productivity based on nearly infinite scenarios. Smart cities, too, can be successfully, precisely, and in real-time modeled.

Sensor data takes on a whole new dimension when IoT and the metaverse are merged. The puzzle pieces are starting to fit together, and the new reality is not far away.

Also Read: Why CIOs May Fail to Support Hybrid Work in 2022

As larger and more complicated IoT deployments become the norm, the focus is moving to secure networking configurations and tougher device regulations. IoT ecosystems can cause organizations potentially irreversible damage if they are breached, in addition to providing a slew of benefits to a variety of industrial applications.

The weakest links in the security chain are usually humans and manual processes. When a security breach happens in an IoT environment, cybercriminals can not only misuse IoT devices, but can also compromise or damage data, trigger physical activities, and create destructive scenarios in the real world. As a result, discussions in 2022 and beyond will be dominated by a renewed focus on private networks and sophisticated security measures.

Check Out The NewEnterprisetalk Podcast.For more such updates follow us on Google NewsEnterprisetalk News.

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Internet of Things (IoT) Predictions to Foresee in 2022 - EnterpriseTalk

Ban on publishing business information in government sights – Hindustan Times

The Finance Bill has proposed to criminalise the illicit publication of transaction-level information provided by business entities to the customs department as such data could be misused by competing international entities and hostile countries to the disadvantage of Indian businesses, two officials aware of the development said.

There have to be legal provisions against publication of the data, which can be mined by other countries to Indias disadvantage, they said.

The Finance Bill presented in Parliament on February 1 proposed to insert Section 135AA in the Customs Act to protect import and export data submitted to customs by importers or exporters in their declarations by making the publishing of such information, unless provided by the law, as an offence.

The proposed data privacy and confidentiality provisions evoked strong responses from all quarters. On one end was Congress MP Shashi Tharoor who alleged that the government was restricting availability of data for the public, on the other was FIEO director general Ajay Sahai who told media that exporters had pitched for stringent measures to prevent commercially sensitive information being shared as they were being procured from the Customs ICEGATE and being sold for a premium, an official said.

The Indian Customs Electronic Gateway (ICEGATE) is the national portal of Indian customs under the Central Board of Indirect Taxes and Customs (CBIC) that provides e-filing services to cargo carriers and other trading partners electronically.

Reacting to Tharoors tweet on this matter, the CBIC said: Honble MPs attention is invited to the clause proposed as sub-section. 135 AA (2) under which Government agencies, such as, Department of Commerce, will continue to uninterruptedly publish data as per current practice.

The proposed clause will only criminalise the illicit publication of personalised, transaction level information by private entities, which affects the competitive position of Indian businesses in international trade and compromises their data privacy, it said in a second tweet on this matter from its official handle @cbic_india on February 5.

In any case, data publication through the department of commerce will continue unhindered, the official mentioned above said. At present, the Director General of Commercial Intelligence & Statistics (DGCI&S) provides export and import data through the governments website tradestat.commerce.gov.in.

The data is aggregated and fully anonymised before publishing on the net. The data can be extracted at 8 digits, country-wise, with quantity & values of goods, imported and exported. This aggregate data is useful for associations and researchers but apparently not enough for business. They are looking for competitive intelligence and mining information of buyers, sellers, and even contemporaneous values of goods to ward-off challenges on valuation by Customs. This demand has led to a very lucrative data mining and trading market, he said.

Reportedly, there are 130 million records available for sale on the darkweb and as recently as December 2021, the Directorate General of Systems filed an FIR with Delhi police under the IT Act 2000 on the heels of missives to other ministries on improving data security of commercially sensitive customs data, he added.

Another official, who did not wish to be named, said the CBIC officers network is a closed loop and not open to the public via the internet. However, ICEGATE exchanges data with over 26 partner agencies, including commercial organisations in the private sector such as ports and airports. For the private sector, the data is immensely valuable for offering of multitude of services or for monetisation. Their approach to data security is not aligned with that of customs.

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Ban on publishing business information in government sights - Hindustan Times

Stanford University to Offer Free Online Course in Machine Learning – News18

Stanford University will offer an online Machine Learning with Graphs course in the fall of 2022. The training will be free of charge for anyone who wishes to attend.Lectures will be held on Tuesday and Thursday, from 1:30 pm to 3 pm in the NVIDIA auditorium. Stanford professors will keep posting the lecture slides and assignments online as the course progresses.The complete schedule and details on the course can be found at the official website: web.stanford.edu/class/cs224w/

Anyone having a basic understanding of computer science principles sufficient to write a reasonably non-trivial computer programme can apply for the course. As per the eligibility criteria, one should be familiar with the fundamentals of probability theory and have a basic knowledge of linear algebra to understand the online course.

Read |From Yale to Harvard: Online Courses That Offer Degree From Top US Colleges

In the online course, students will be trained to grasp complicated data that may be represented as a graph of relationships between objects as part of the course. These networks are critical for modelling social, technical, and biological systems.

The course focuses on the computational, algorithmic, and modelling challenges associated with massive graph analysis. Students are taught machine learning techniques and data mining tools that could provide insights into a variety of networks by studying the underlying graph structure and its properties.

The course covers the following topics: representation learning and graph neural networks; algorithms for the world wide web; reasoning over knowledge graphs; influence maximisation; disease outbreak detection; and social network analysis.

The machine learning course by Stanford University was the most popular course in 2021, according to Coursera - one of Indias leading ed-tech platforms. In 2020, Science of Wellbeing by Yale University was the most opted for the course by learners on the platform.

How to learn math - a course which teaching approaches to learn the subject is also among of the most favourite online courses offered by Stanford followed by artificial intelligence: principles and techniques.

Read all the Latest News, Breaking News and Assembly Elections Live Updates here.

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Stanford University to Offer Free Online Course in Machine Learning - News18

BI and Data Analytics News for the Week of February 10; Updates from Toric, ZL Tech, Starburst, and More – Solutions Review

The editors at Solutions Review have curated this list of the most noteworthy BI and analytics news items for the week of February 11, 2022. In this weeks roundup, Toric no-code BI raises a Series A round, ZL Tech releases a new data tool for corporate information, Starburst continues its meteoric rise, and more.

Keeping tabs on all the most relevant BI and analytics news can be a time-consuming task. As a result, our editorial team aims to provide a summary of the top headlines from the last week, in this space. Solutions Review editors will curate vendor product news, mergers and acquisitions, venture capital funding, talent acquisition, and other noteworthy BI and analytics news items.

Toric provides data integration, data prep and analytics in a cloud platform to boost productivity. With it, users can consolidate, prepare for analysis, visualize, share and reuse data. The venture capital will enable the company to execute its go-to-market strategy while increasing the number of data integrations, partnerships, and platform features. Toric was co-founded by Thiago da Costa, the former CEO of Lagoa, acquired by Autodesk in 2014.

Read on for more.

ZL Tech recently announced advancements to its SaaS platform that leapfrog todays sandbox analytics paradigm by expanding the sandbox to the entire beach. The application enables organizations to extract insights buried in people data such as emails and documents. ZL Tech can search on-demand through the entire beach of employee-created content, such as Microsoft 365, Teams, and file servers.

Read on for more.

The round brings Starbursts total financing to date to $414 million, as the company ramps up operations to meet the industrys growing demand for faster analytics on decentralized data. Starburst Enterprise now includes features that allow companies to build and share data products, and the necessary native access controls that form the foundation of a data mesh implementation.

Read on for more.

TheCloud Awardshas released its picks for theBest Cloud Business Intelligence or Analytics Solution, a report in the mold of theForbes Cloud 100that includes the providers it sees as leaders in the space. The Cloud Awards program was founded by a group of technical engineers, business leaders, and marketers with the aim of revealing innovation in cloud computing. The program is available to cloud technology providers across the globe and features a number of different software categories.

Read on for more.

For consideration in future data analytics news roundups, send your announcements to tking@solutionsreview.com.

Tim is Solutions Review's Editorial Director and leads coverage on big data, business intelligence, and data analytics. A 2017 and 2018 Most Influential Business Journalist and 2021 "Who's Who" in data management and data integration, Tim is a recognized influencer and thought leader in enterprise business software. Reach him via tking at solutionsreview dot com.

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BI and Data Analytics News for the Week of February 10; Updates from Toric, ZL Tech, Starburst, and More - Solutions Review

The Hidden Failure of the World’s Biggest Privacy Law – Gizmodo

Photo: Daniel Leal (Getty Images)

This week, European authorities struck a massive blow to the digital data-mining industrial complex with a new ruling stating that, quite simply, most of those annoying cookie alert banners that sites were forced to onboard en masse after GDPR was passed havent... actually been compliant with GDPR. Sorry.

The ruling, announced on Wednesday by Belgiums Data Protection Authority, comes at the tail-end of a years-long investigation into one of the biggest advertising trade groups in EU, Interactive Advertising Bureau Europe (or IAB Europe, for short). In 2019, about a year after GDPR rolled out, the Data Protection Authority reports it started getting a stream of complaints against the IAB for breaching various provisions of the GDPR and countless peoples privacy with the technical standards it created to govern those consent pop-ups.

Now, three years later, it looks like those tips were right; the Authority fined IAB Europe $280,000, ordered the group to appoint a data protection officer, and gave a two-month deadline to get its tech into compliance. Any data that the group collected from this illicit tech also needs to be deleted.

The ruling is great news for privacy buffs that have been calling out those ugly, oftentimes downright manipulative cookie pop-ups from the get-go, but its also not necessarily a surprise. In an apparent attempt to get ahead of the bad press, IAB Europe issued a statement last November that the upcoming ruling would apparently identify infringements of the GDPR by IAB Europe, but that those infringements would be fixable, and those cookie consent banners would keep on chugging within months of the Belgium ruling.

But that statement came in 2021. For those who work on the so-called sell-side of the digital ad industrytech operators who work hand-in-hand with digital media outlets and other sites across the webthis decision was inevitable. I spoke with three of these industry experts, all of whom asked to not be cited by name for fear of professional retribution thanks to the sway IAB holds over the industry.

While the ruling showed that GDPR is very much still in effect, it doesnt do a lot to explain how blatant some of these infringements were, or how loudly critics inside the industry had been raising red flags. Simply put, when the GDPR asked the adtech industry to get consent from users before tracking them, the IAB responded with a set of guidelines with loopholes large enough that data could still get through, anyway, without consent. And now that these practices are out in the public, nobody seems sure how to make them stop.

But to really explain how IAB Europe fell afoul of GDPR is complicated, even by adtechs already impossibly confusing standards. So instead, Im going to explain it using an analogy that pretty much everyone can understand: a bad date.

I know it sounds wild to compare a sweeping piece of European tech legislation to someones nightmare Tinder experience, but both are centered around the same thing: consent. Thats why regulatory types will often champion GDPR as the gold standard of privacy lawswhile laws like CPRA in the U.S. allow people to claw back their data from the companies after theyve mined it, the California law doesnt change the fact that this mining happened in the first place, regardless of whether users wanted it to happen or not. GDPR, on the other hand, mandates that sites obtain users consent to track them before that tracking happens, the same way a decent date would (hopefully) ask to make out before slobbering all over you at the bar.

On paper, consent is just an agreement between two people (or a person and a website). But your Tinder date might have different thoughts about what an agreement means than you do. If they ask to do some slobbering and you brush it off with a laugh, they might take that lack of no as a yes. They might also ply you with drinks or intimidate you into getting out the yes theyre looking for, which isand I cant stress this enoughnot consent. And even if you cant articulate whatconsent looks like in the moment, you probably know in your gut what it feels like: Consent is a yes thats unambiguous and freely given.

Thats exactly how GDPR defines the term, too. In order for a site to track you, Article 4 of the regulation notes that it needs to obtain a freely given, specific, informed and unambiguous indication of the data subjects wishes by which he or she, by a statement or by a clear affirmative action, signifies agreement to the processing of personal data relating to him or her. And no pre-ticking consent boxes, either, buster.

But that little tick is, quite literally, just a tiny pile of snow at the top of a massive iceberg. On every page youre visiting, there could be a few, or dozens, or even hundreds of tiny tech companies working together to take whatever data gets exposed through the webpage youre visiting into some kind of targeted ad. By the time that annoying ad for some ugly t-shirt pops up on a blog youre reading, there have already been countless algorithmic bidding wars on that ad spacethe spot on the page where an ad appearsthat are each their own Olympic feats of Big Tech gymnastics. If this all wasnt so invasive and upsetting, it would almost be kind of impressive.

This is just a basic setup. Some sites can have dozensor even hundredsof players plugged in at a time Graphic: ad-exchange.fr (Getty Images)

In other words, the way web tracking works isnt really like a single guy being a sleaze at the bar; its more like a conga line of sleazes. And in order to get your consent, this Tinder guy (lets call him Devin) that you just met is being legally required to go with you down the row and, one by one, consent to smooching up on each of these other guys before a single smooch could ever happen.

You might be thinking, Geez, if I was the Devin in this scenario, Id just give up on getting consent for all my weird friends, and just try to be sleazy on someone with lower standards. And youre not alone! In the leadup to GDPR going into effect, countless recipe blogs, news outlets, and just regular-old personal blogs looked at this seemingly impossible standard EU regulators were now mandating from them and just... panicked. Who could blame them?

The thing that almost every publisher was worried about was that they were going to do all this work and get hit by regulators anyway, said one adtech engineer who also asked to remain anonymous out of fear of retribution from the IAB. The language of the law didnt get clear about how the technical method was supposed to work, what you could or couldnt block off, what level of ID you were allowed to ask a user for, etc.

Rather than try to parse a law that was, as he put it, both not specific enough and too specific, to actually be effective, some publishers just left. In GDPRs immediate aftermath, more than 1,000 news sites were suddenly unavailable trying to visit from the EU, with the bulk being smaller, local outlets, according to a list that one researcher compiled at the time. Thats not a coincidence; while the New York Timeses and Washington Posts could afford a legal team and tech setup to stay put without being threatened with GDPRs massive fines, local outlets were already struggling.

But this still left countless websites active in the EU that needed consent from their visitors once GDPR came into force. Enter the IAB. Because a lot of adtech is pretty much unregulated, the massive influential trade group has come to be accepted as the one to set the guidelines for advertisers, publishers, and everyone else to follow in order to keep them from running afoul of privacy laws. Both the IAB and its European wing are really, really serious about lobbying, which means thatideallythe organization would know exactly what makes these laws tick, and how the industry could accommodate them.

So, naturally, IAB Europe was responsible for coming up with the standards for websites that wanted to obtain user consent without effectively breaking their site in the process. And then, according to the industry experts I spoke with, they kept waiting. In April 2018literally a month before GDPR was set to come into effectIAB Europe debuted its new standards: the so-called GDPR Transparency and Consent Framework (or TCF) that websites were told would collect consent in a comprehensive, standardized way, while also funneling that consent back to the third-party partners each site works with.

This framework, to be blunt, looked like a hot mess. There were a few glaring issues critics pointed right off the bat, but one of the biggest was that the framework encouraged sites to bundle all their requests for consentfrom every third party they work withunder a single accept all button, without the need to actually disclose every one of the many, many partners that were hiding under that button.

In other words, these guidelines suggested that Devin just hide all his buddies inside a trench coat, with the implicit understanding that if you agreed to smooch him, youd agree to smooch all of them, too. But thats not how consent works IRL, and thats not how consent is supposed to work under GDPR.

So, when these new TCF specs were dropped in their laps with a month to go before European laws changed in major ways, website operators were faced with a pretty crummy choice: go through the expensive and mind-numbing legal process of bringing their site to compliance on their own, or going with what the IAB was presenting.

As one person in charge of advertising revenue at a major publication put it, IABs standards seemed bent on adhering to the letter of the law while ignoring the spirit of the law. Another industry expert thought the TCF standards seemed purposefully complicated to allow publishers to skirt regulation.

But without other options, publishersbegrudgingly or otherwisedecided to follow the TCF standards anyway. As one expert explained, the implicit understanding was that if anyone would take the fall for shoddy privacy compliance, it would be the IAB, and not them. And so far, at least, thats exactly whats happened. While the Data Protection Authority fined IAB Europe, it hasnt gone after publishers themselves, even though theyre also breaking GDPR by using the TCF standards.

To follow the framework, publishers were required to onboard another third-party piece of ad software called a consent management platform, or CMP, that would be responsible for collecting consent from users and beaming it where it needed to go. Those CMPsand there are dozens of different onesneed to be registered with the IAB for compliance purposes, which also means forking over a roughly $1,700 fee upfront, and again each year theyre on the list.

These CMPs are the ones responsible for plopping the dreaded cookie banner on the site. Behind the scenes, when you press yes or no on a sites request to track you, that choice gets stored in the form of a consent string on your browser. Unless you clear your browser cache (which, lets be honest, you should probably do), that webpage will load up that string every time you visit and pass it on to any third parties involved with serving an ad on the siteyou know, that aforementioned chain of sleazy dudes.

Pretty quickly, though, it became clear that the rules laid out by TCF werent going to cut it, and the cookie banners created in its wake were blatantly violating some of GDPRs core rules in all sorts of shady ways. Some would share peoples consent preferences on a single site with every company that was partnered with the IAB, while others would leave site visitors with the option to accept cookies, but not the option to reject them. Others would just not work at all.

What eventually brought Google onboard was the IABs new and improved TCF 2.0, which debuted about a year and a half after GDPR rolled out. We wont go into every change (you can read about those here), but in a nutshell: This new framework promised more power to publishers, more privacy to end-users, and less of a legal shitshow overall. But when digital advertising is a field thats flush with hundreds of billions of dollars per year and not nearly enough legal oversight, bad actors are going to be bad. Dark patterns continued to be dark even with the update, and middlemen further down the daisy chain from the CMP started offering alternatives meant to bypass these cookie banners entirely, meaning that the need for consentwhich, again, is the core tenant of GDPRwould no longer be part of the equation.

In some absolutely cursed scenarios, CMPs began forging consent signals from end-usersliterally turning their requests not to be tracked into a yes, please track mewith nobody, even the IAB, checking in initially. Even after the trade group started auditing the vendors it worked with last fall, researchers outside the adtech sphere found that consent fraud was still very much happening, with seemingly no easy way to get bad actors to stop.

As one adtech executive speaking about the issue to Digiday put it, not many businesses are incentivized to completely clamp down on it because everyones motivations are commercial. No one gets a bonus for being legally compliant, they get a bonus for hitting their numbers. Its a frustration for any exchange thats following the rules because it puts them at a massive commercial disadvantage. Were sticking to the IABs rules, but it is hurting us to do so.

You could say their dilemma is a microcosm of regulators attemptsin the EU and abroadto get the digital data industrial complex under control. When regulators set standards that are too tough for anyone to practically follow, talking heads within the industry create their own response that ticks every legal box while also enabling anyone creative enough to continue with business as usual anyway. And when publishers are literally stuck between too easy to cheat, and impossible to adhere to, which one do you think theyll choose?

The full ruling against IAB Europe doesnt address the bad behavior of these downstream parties. Instead, its going after IAB Europes awful standards, and its consent strings, specifically. Contrary to IAB Europes claims, the Litigation Chamber of the BE DPA found that IAB Europe is acting as a data controller with respect to the registration of individual users consent signal, objections and preferences by means of a unique Transparency and Consent (TC) String, which is linked to an identifiable user, the Authority wrote in a statement about the new ruling. This means that IAB Europe can be held responsible for possible violations of the GDPR.

Based on this, the Authority was finally able to go after the IAB directly for what it describes as a flurry of infractions. For starters, the ruling alleges that IAB Europe failed to establish any sort of legal basis for the processing of these consent strings under GDPR, and failed to keep that data confidential, by GDPR standards, once it was collected. On top of that, the new ruling agrees with the same complaints a lot of us have had about those cookie pop-ups for years: Theyre too vague, too hard to opt-out of, and just clearly dont do what theyre promised to do.

The information provided to users through the CMP interface is too generic and vague to allow users to understand the nature and scope of the processing, especially given the complexity of the TCF, the Authority wrote, noting how difficult this makes it for any user to actually have the control over their data that GDPR warrants,

So what comes next? Well right now, nobody seems to know. IAB Europe put out a terse statement on the ruling that noted how the group [looks] forward to working with [the Belgian Data Privacy Authority] on an action plan to be executed within the prescribed six months that will ensure the TCFs continuing utility in the market.

As previously communicated, it has always been our intention to submit the Framework for approval as a GDPR transnational Code of Conduct, the group wrote. Todays decision would appear to clear the way for work on that to begin. Well, good luck with that. In the meantime, were stuck with essential parts of the entire ad-serving market in the EU being rendered... entirely illegal. At least for now.

Its impossible to say whats going to come next, but given the adtech industrys lengthy track record of sweeping bad actors under the rug instead of stopping them cold, and with those bad actors facing the huge financial incentive to keep being bad, I think its safe to say thats what theyll keep doing. When a major part of the online economy is just a big race to the bottom, you just need to pray that lawmakers get there first.

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The Hidden Failure of the World's Biggest Privacy Law - Gizmodo

Why the mining industry’s boardrooms need to believe in ESG – MINING.COM – MINING.com

Strauss said what will likely become more significant in ESG is the data being relied upon by mining companies.

Implementing ESG strategies to address water consumption and waste management is essential, Strauss told the audience at the AME Roundup conference in Vancouver on Thursday.

A well-touted environmental and social governance system provides objective and transparent methods to management, and the board, and improving stakeholder relationships, Strauss said.

Reliance on quality, consistent data is likely to become a significant differentiator for investment funds, he said. Fund managers are increasingly seeking to see independent assessments that provide not only managements commitment, but also a means to credibly track ESG and for management to set out their organizational, environmental and societal jobs in a clear and consistent way.

Strauss also pointed to blockchain, which although is not related to ESG, he said it can provide the means to validate the origins and providence of the underlying commodity.

Strauss said that blockchain will become the basis for companies to communicate ESG assessments and ensure customers have a record of commitment.

Strauss said that last year, Apple, in its report to the SEC, stated that they had removed over 140 smelters and refiners from their supply chain, as they were unable to validate the responsible sourcing of minerals.

Apples claim of responsible sourcing, which was laughed off as impossible only a few years ago is happening. Blockchain is the conduit to achieving this goal, Strauss said. Every company in the mining industry would be influenced by this to one extent or another.

The takeaway for explorers, Strauss said, is that if they are unable to prove that their company, and exploration site, is enacting ESG, that the economic impact of the discovery will become increasingly moot.

The value of discoveries will no longer rely entirely on geology and metallurgy, but on the prominence of the relationship you have with your stakeholders, and the acceptability of your governance on the wider society, he said.

Strauss said the impact of smelters and refiners being removed from the supply chain is the first step to impact the differential pricing of metals over the coming years.

Those mine sites that can prove their providence will be accepted, he said. Those that cant will find a smaller pool of customers, and therefore the emergence of discount pricing for exactly the same underlying ore.

Providence does not start from ore production, but from the time when the local First Nation group was engaged, or from the moment explorers started drilling, from the time that management tied its compensation to ESG goals.

Originally posted here:

Why the mining industry's boardrooms need to believe in ESG - MINING.COM - MINING.com