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What Are the Advantages of Pursuing Data Science Courses Online … – The Good Men Project

Data science has quickly become a lucrative professional option as a result of widespread digitization. In order to maximize business outcomes by making the most of their data, forward-thinking companies throughout the world are looking for digital competence. However, the demand-supply gap for IT expertise is growing as the industry is rising and going through a tectonic upheaval. Numerous online platforms have developed data science courses at the undergraduate and graduate levels to fill the gap. However, due to time and money restraints, lack of access, and numerous other barriers, not everyone can enroll in full-time courses. This is where online certification programs might be useful.

In this article, we will understand the advantages of pursuing data science courses online over traditional in-person courses.

Data science is primarily concerned with finding hidden patterns in massive amounts of data by using a variety of tools, algorithms, and approaches. In contrast to conventional data analysis, data science seeks to go beyond insight discovery in order to make proactive decisions and predictions based on knowledgeable previous data trends.

The design of online data science courses is similar to that of traditional ones; the only distinction is the method of delivery. Typically, data science sessions are broken up into a certain number of weeks, with three to five lectures per week. Students receive tasks from teachers that they must finish within a set time frame. If an exam is required for the course, students must take it near the end.

The amount of interest, challenge, and suitability for students needs is what sets apart online data science courses from one another. An effective online course is one that incorporates these factors in a balanced way. These courses are now provided by numerous institutions and online learning platforms.

Data science online courses teach the fundamentals of data science, data collecting, supervised learning, cloud databases, predictive modeling, numpy, pandas, Ipython, python programming, relational database management systems, etc. It assists with database creation and access, writing simple SQL queries, filtering and sorting many tables, using Python to access databases, and working with actual datasets.

Online certification courses are very helpful to upskill you in this industry because data science is a huge, constantly expanding, and lucrative field. Online classes are undoubtedly the best option if youre more dedicated to your business. Data science is a lucrative career choice that facilitates rapid advancement in employment responsibilities based on the qualifications and expertise of the applicant.

Online education is gradually replacing traditional classroom instruction throughout the world. All because of scientific advancements. These affordable, engaging courses are everything that students are looking for. A large number of students can enroll in an online course at once as opposed to a small number in a traditional classroom.

To put it briefly, learning the fundamentals of data science can help a learner meet the current problems in the data analytics industry. For students who want to build a bright career in the data science field and experience general progress in the future, taking an online data science course is quite advantageous.

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Standardised ESG reporting could help solve mining’s image issues – Reuters

MELBOURNE, June 15 (Reuters) - A global move to standardise reporting on environmental, social and governance issues could make the mining industry more investable and help attract talented graduates to the sector, private equity and industry sources said on Thursday.

The mining industry has struggled with some poor environmental and social legacies that have impacted its ability to recruit young talent for whom ESG issues are a major concern. As the industry improves its standards, proactive companies are likely to attract fresh capital, they said.

"One of the things that our investors look for, that is top of mind, now, is the whole ESG equation ... Standards are being raised around the world," said Owen Hegarty, executive chairman of resource-focused private equity firm EMR Capital, which holds some $5 billion under management.

"If you can have a shining ESG beacon in the night on your credentials ... you will certainly attract more capital than anyone else," he added, speaking at a mining conference in Melbourne.

New guidelines from the International Sustainability Standards Board (ISSB) are the start of a wave of standardisation that will allow investors to quantitatively assess the ESG credentials of companies by sector and which the mining industry will ultimately be mandated to follow, said Aletta Boshoff, national ESG lead at advisor BDO.

"Comparable information is what investors want," she said.

Private equity has already put together standardised metrics, said Lauren McGregor, director at Resource Capital Funds, which had $2.5 billion under management at the end of March.

RCF is one of more than 325 private equity houses that have signed up to the ESG Data Convergence Initiative, which is creating standardised ESG metrics for the PE industry. Its signatories have combined assets under management $27 trillion.

"If we lean into it, it's a chance to make mining as a sector more investable," she said.

The sector can improve by seeking out and meeting the expectations of stakeholders early, not just those of shareholders but also governments, regulators and communities.

Miners that have been successful in various remote locations already have many of these standards built into their core operations, EMR's Hegarty said.

"It doesnt matter if youre in the Atacama or the red dust of Mt Isa, or the rainforests of north Sumatra .... Youve got communities. If they are not there when you show up, they will arrive eventually and their expectations, their requirements change over time," he said.

Managing environmental and social risks can be expensive but miners needed to look into what advantages ESG compliance could bring, said Steve Morgan, principal at corporate advisory Automic ESG.

One nickel company Automic ESG was advising was offsetting the costs of lowering its carbon footprint against an expected premium for its more sustainable product, he said.

"There is an upside for projects that have the right ESG credentials," Morgan said.

Reporting by Melanie Burton; Editing by Stephen Coates

Our Standards: The Thomson Reuters Trust Principles.

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Harmony Gold Mining Company Limited (JSE:HAR) is favoured by institutional owners who hold 62% of the company – Simply Wall St

Key Insights

If you want to know who really controls Harmony Gold Mining Company Limited (JSE:HAR), then you'll have to look at the makeup of its share registry. And the group that holds the biggest piece of the pie are institutions with 62% ownership. That is, the group stands to benefit the most if the stock rises (or lose the most if there is a downturn).

Since institutional have access to huge amounts of capital, their market moves tend to receive a lot of scrutiny by retail or individual investors. Therefore, a good portion of institutional money invested in the company is usually a huge vote of confidence on its future.

Let's take a closer look to see what the different types of shareholders can tell us about Harmony Gold Mining.

Check out our latest analysis for Harmony Gold Mining

Institutions typically measure themselves against a benchmark when reporting to their own investors, so they often become more enthusiastic about a stock once it's included in a major index. We would expect most companies to have some institutions on the register, especially if they are growing.

As you can see, institutional investors have a fair amount of stake in Harmony Gold Mining. This implies the analysts working for those institutions have looked at the stock and they like it. But just like anyone else, they could be wrong. If multiple institutions change their view on a stock at the same time, you could see the share price drop fast. It's therefore worth looking at Harmony Gold Mining's earnings history below. Of course, the future is what really matters.

Investors should note that institutions actually own more than half the company, so they can collectively wield significant power. Our data indicates that hedge funds own 5.0% of Harmony Gold Mining. That worth noting, since hedge funds are often quite active investors, who may try to influence management. Many want to see value creation (and a higher share price) in the short term or medium term. Looking at our data, we can see that the largest shareholder is Van Eck Associates Corporation with 18% of shares outstanding. With 12% and 10% of the shares outstanding respectively, African Rainbow Minerals Limited and Public Investment Corporation Limited are the second and third largest shareholders.

To make our study more interesting, we found that the top 5 shareholders control more than half of the company which implies that this group has considerable sway over the company's decision-making.

Researching institutional ownership is a good way to gauge and filter a stock's expected performance. The same can be achieved by studying analyst sentiments. Quite a few analysts cover the stock, so you could look into forecast growth quite easily.

While the precise definition of an insider can be subjective, almost everyone considers board members to be insiders. The company management answer to the board and the latter should represent the interests of shareholders. Notably, sometimes top-level managers are on the board themselves.

Insider ownership is positive when it signals leadership are thinking like the true owners of the company. However, high insider ownership can also give immense power to a small group within the company. This can be negative in some circumstances.

Our data suggests that insiders own under 1% of Harmony Gold Mining Company Limited in their own names. It's a big company, so even a small proportional interest can create alignment between the board and shareholders. In this case insiders own R84m worth of shares. Arguably, recent buying and selling is just as important to consider. You can click here to see if insiders have been buying or selling.

With a 10% ownership, the general public, mostly comprising of individual investors, have some degree of sway over Harmony Gold Mining. This size of ownership, while considerable, may not be enough to change company policy if the decision is not in sync with other large shareholders.

It appears to us that public companies own 12% of Harmony Gold Mining. This may be a strategic interest and the two companies may have related business interests. It could be that they have de-merged. This holding is probably worth investigating further.

It's always worth thinking about the different groups who own shares in a company. But to understand Harmony Gold Mining better, we need to consider many other factors. Consider risks, for instance. Every company has them, and we've spotted 1 warning sign for Harmony Gold Mining you should know about.

If you are like me, you may want to think about whether this company will grow or shrink. Luckily, you can check this free report showing analyst forecasts for its future.

NB: Figures in this article are calculated using data from the last twelve months, which refer to the 12-month period ending on the last date of the month the financial statement is dated. This may not be consistent with full year annual report figures.

Find out whether Harmony Gold Mining is potentially over or undervalued by checking out our comprehensive analysis, which includes fair value estimates, risks and warnings, dividends, insider transactions and financial health.

Have feedback on this article? Concerned about the content? Get in touch with us directly. Alternatively, email editorial-team (at) simplywallst.com.

This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.

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Kiwis TikTok video lays bare the reality of working in Australian … – New Zealand Herald

A young Kiwi has shared the harsh reality of life as a fly-in-fly-out mining worker in Australia, an opportunity seen as a path to wealth by many.

Kieran Wealleans is an apprentice diesel mechanic but works long hours in a remote part of Australia with nothing to do outside work.

I work 11 hours a day, Monday to Sunday. I have no friends or family around me. I go home just to do the same repetitive cycle, Wealleans said on video-sharing social media platform TikTok.

I cant go for walks or anything cause the only thing is road that goes straight for three hours. I have f***-all service, but hey, at least the sunsets are cool.

In his video, which has been seen by more than 200,000 people since it was uploaded last month, Wealleans doesnt talk about the big money that entices workers - including many from New Zealand - to jobs in the mining industry.

But the average salary for fly-in-fly-out (FIFO) diesel mechanics is NZ$140,962, or just over $72 an hour, according to a story about the video on news.com.au

A normal day is 11 hours, but he usually did 13 due to overtime.

He worked three weeks on, one week off, Wealleans wrote in the comments section for his video.

It was hard to make friends because he worked alone and stayed in accommodation by himself in the middle of nowhere.

He hadnt chosen a FIFO role, Wealleans said.

My work just started doing FIFO and I dont have qualifications for anything else.

The video attracted hundreds of responses, many from current or former FIFO workers.

Some were understanding.

Thats why they call it the golden handcuffs we want out but the money keeps us in, wrote one.

Another wrote that FIFO feels like jail, while TikTok user Evan acknowledged the gig could get tough.

Important to stay out of bad habits and keep ya mind clear.

However, others were more forthright.

From one Kiwi who did FIFO to another youve got a choice dont like it, go home.

Kiwis have long sought the big bucks on offer for those willing to take on long hours and weeks at a time away from friends and family in remote locations across the ditch.

Mining revenues hit record levels in Australia last year - reaching NZ$496.8 billion, good news for New Zealanders cashing in on lucrative job opportunities.

Among them was a Kiwi miner with more than 30 years experience who told the Bay of Plenty Times Weekend he expected his wages would double to $180,000 a year - with potential to rise further - when he moved to Australia.

Not having to pay for accommodation, travel, or meals while working flying in and flying out on a two-week on and two-week off roster was a big attraction.

Ill come home on my two weeks off because there is more money to be made in Aussie and we are not keeping up.

Kiwis whod already made the move told the Bay of Plenty Times Weekend last month of high incomes that had allowed them to buy homes, investment properties, cars and toys, and they had financed frequent overseas holidays.

While some acknowledged the challenges of FIFO, the opportunities far outweighed them.

Former Whakatne pre-school teacher Gerri Mark now drives dump trucks in the mines in Western Australia after crossing the ditch in 2017 following a marriage break-up.

She earned $140,000 with four bonuses a year, had company health insurance, and worked 15 days on and 13 days off.

Ive made enough money to live an amazing life as an independent, single woman. I brought my first house two years ago and now Im looking at an investment property.

I paid cash for my Holden ute, I own everything in my house, I dont have a credit card and I pay cash for everything.

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JustCall launches AI-driven platform to improve call center ops via … – VentureBeat

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JustCall by SaaSLabs, a contact center software provider backed bySequoia Capital, today unveiled JustCall iQ, an AI-driven conversational intelligence platform for small and medium-sized businesses (SMBs). The solution is designed to enhance the performance of call center sales teams, operations and customer support.

By harnessing the power of AI, JustCall iQ offers real-time coaching and sentiment analysis, aiming to allow call center agents to quickly achieve optimal performance.According to the company, its approach enables agents to achieve peak performance within days instead of the conventional months-long training methods.

JustCall said that the platform, facilitated by an AI bot, automatically records and transcribes all calls, delivering teams a transcript of their meetings. This streamlined process allows managers to conduct efficient call reviews without having to listen for the entire duration.

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After analysis, the system assists sales teams in identifying crucial moments that contribute to successful or unsuccessful calls. This helps sales employees improve their pitches and convert potential leads, while support teams can use the insights to improve customer satisfaction and drive business growth.

Our new offering is a tool that lets you record, transcribe and analyze calls to get useful information that can be used for improved onboarding, continuous training and coaching, Gaurav Sharma, CEO and founder of JustCall, told VentureBeat. Features such as AI-based performance scoring and sentiment analysis are great for agents and managers to improve win/call resolution rates, and our real-time agent assist bot offers prompts to agents to quickly address customer concerns as they happen.

The company claims that early adopters have experienced significant improvements, such as a 44% increase in closed-won rates, a 25% reduction in average handle time and a 32% boost in customer satisfaction.

Sharma emphasized his companys commitment to eliminating guesswork in call analysis and providing valuable insights through post-call reports. These reports offer an overview of each call, including performance assessment, key takeaways, and actionable steps to reinforce successes and address challenges in future calls.

According to him, many businesses with call center managers remain entrenched in outdated call evaluation methods that depend on human monitoring. Not only does this prove costly, it results in many calls going unreviewed.

Turnover rates for call center employees are high compared to other industries, and the work is stressful, dealing with angry customers, strict time limits and repetitive tasks, Sharma told VentureBeat. With JustCall iQ, were helping businesses improve customer experiences to capture the value of every call. We improve feedback and engagement and help guide agents with the right prompts as calls happen.

Sharma asserts that sentiment analysis offers a valuable opportunity for managers to accurately evaluate the effectiveness of their pitches and delivery in customer interactions. By employing emotion detection and language processing, customer sentiment analysis delves deep into customers emotions and reactions.

He said that admins and managers can use sentiment analysis to identify trends that inform their guidance and coaching of agents.

The success of every customer interaction hinges on the real-time reactions and sentiments expressed by customers. Sentiment analysis is crucial in monitoring each calls emotional quotient (EQ), focusing on vital parameters including fluency, empathy, satisfaction, interest levels, excitement levels, politeness and patience, explained Sharma. Organizations learn from precise and unbiased insights delivered after every call, eliminating the guesswork and need for manual data mining, which saves managers valuable time and ensures a more objective analysis of customer interactions.

The company said that online insurance providerApollo Insurancehas adopted the JustCall iQ platform to gain insights into its customer interactions. The platform enables Apollo to track metrics such as text volume, call duration, agent performance and the average communication count that results in conversions.

Likewise,Newity, a small business lender, has used JustCall iQ to improve operational efficiencies in its financial services business. Its sales and support teams use the platforms real-time features, including agent assistance and real-time coaching, increasing their efficiency over a traditional QA team.

Using the analytics has given them valuable insights into whats happening with these calls and texts, said Sharma. Now they can route leads to the agents most likely to convert them to sales which has helped them increase conversions significantly.

VentureBeat's mission is to be a digital town square for technical decision-makers to gain knowledge about transformative enterprise technology and transact. Discover our Briefings.

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GraphGen, Retrospective Loss and Large Scale Pretraining – INDIAai

These are the most exciting AI research papers published in the last year. It combines advances in artificial intelligence (AI) with data science. It is ordered chronologically and includes a link to a longer article.

Deep neural networks (DNNs) have facilitated advancements in various fields. To better utilise the prior knowledge accessible in previous model states during training, the authors offer a new retrospective loss in this study. Together with the task-specific loss, minimising the retrospective loss pulls the present parameter state away from the optimal parameter state and towards the optimal parameter state from a previous training session. To verify that the suggested loss leads to increased performance across input domains, tasks, and architectures, the researchers analyse the approach and conduct comprehensive experiments in various domains, including images, voice, text, and graphs.

Model-based dialogue assessment measures, such as ADEM, RUBER, and the more recent BERT-based metrics, are gaining attention. These models aim to weigh responses highly if they are relevant and negatively if not. These models would be trained with various useful and irrelevant replies in an ideal world. As a result, current models are typically trained using a single relevant response and numerous randomly picked responses from unrelated contexts (random negatives) due to the need for more publicly available data.

The researchers present the DailyDialog++ dataset to facilitate improved training and rigorous evaluation of model-based metrics. Using this dataset, the researchers first demonstrated that n-gram-based and embedding-based metrics do not distinguish critical responses from random negatives when there are several correct references. Unlike n-gram and embedding-based metrics, model-based metrics do better on random negatives but significantly worse on adversarial examples. This study proposes a new BERT-based evaluation metric called DEB, which is pre-trained on 727M Reddit interactions and then fine-tuned on our dataset to determine whether or not large-scale pretraining is beneficial. Compared to other models, DEB performs substantially better on random negatives (88.27% accuracy) and correlates more with human evaluations. However, when tested on adversarial replies, its performance drops significantly again, demonstrating that only a massive pre-trained evaluation model can withstand the adversarial cases in their dataset.

There is a wealth of research on generative graph models in the data mining books. Newer methods have shifted away from relying on a pre-decided distribution and instead, learn this distribution directly from the data. In contrast, older methods rely on generating structures that comply with a pre-decided distribution. Learning-based approaches have increased quality, but some difficulties remain.

To address these shortcomings, the authors of this study create a generic method they name "GraphGen." Using minimal DFS codes, GraphGen transforms graphs into sequences. Canonical labels, such as minimum DFS codes, record the graph structure in addition to the label information. A unique LSTM architecture is used to learn the intricate joint distributions of structural and semantic labels. Extensive studies on million-size, real-world graph datasets reveal that GraphGen is four times faster on average than state-of-the-art approaches and superior in quality across a comprehensive range of eleven different measures.

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Driving Value and Accelerating Business Innovation Amidst Budget … – Solutions Review

Solutions Reviews Premium Content Series is a collection of contributed articles written by industry experts in enterprise software categories. In this feature, Alteryx CIO Trevor Schulze offers commentary on driving value and accelerating innovation amidst budget cuts.

Organizations are under increasing financial and competitive pressure, all while needing to keep up with growing customer demands. They are seeking ways to differentiate performance from peers, prioritize key products and services, and position their companies to thrive in todays competitive market.

Unfortunately, todays current economic climate has many business and IT leaders navigating budget cuts while trying to avoid critical mistakes that could hamper progress toward business goals. But priorities such as digitization, customer experience, time to market, and increasing revenue remain top of mind for business leaders regardless of economic cycles.

Companies that demonstrate resilience during times of crisis invest in ways of working that galvanize innovation by expanding not contracting access to core technologies. IT leaders can turn adversity into opportunity by making informed decisions about where to cut, maintain, or even increase technology spending. After all, those who wisely invest in their digital capabilities and data in a downturn have proven time and time again to come out the other side stronger and pull away from their competition.

Combining the current economy with increased corporate overhead costs, many business and IT leaders feel forced to implement broad-brush budget cuts, which could mean penalizing both efficient parts and high-performing areas of an organization. This can result in lost value and negatively impact the organizations ability to remain competitive.

IT leaders who move too quickly with these cuts in an attempt to streamline operations may very well complicate existing processes and introduce potentially harmful risks to the organization. They need to approach these decisions intentionally using an asset they already have: data.

The mission of data and analytics is to manage data resources and create analytic insight that can help organizations make the most informed decisions to better navigate these rocky times. Further, the ability to squeeze every ounce of strategic and operational insight from company data is increasingly essential to increasing profitability and uncovering new revenue streams that will help the company thrive.

IT leaders who can identify sources of complexity and inefficiency and predict the impact of changes will give stakeholders and decision-makers the confidence to maintain spending on resources that deliver tangible business value. For those looking to trim budget without hampering business acceleration, the following strategies are critical to success:

Data and analytics strategies connected to operating models will put business and IT leaders in a position to positively impact operational costs, reduce exposure to business risk, and deliver on the promise of business value. But first, organizations need to build a culture where data is the basis of every decision and strategy and where all employees are on board with this approach and mindset.

You need to ensure everyone across an organization knows how to use data to make better decisions. Make it easy by providing no-code/low-code automation solutions that enable any employee, regardless of their technical skills, to turn data into powerful business insights. This will help your business more easily navigate the unpreditable climate ahead. Furthermore, investing in democratizing data and analytics results in long-term resilience beyond the budget cuts many organizations are faced with today.

You dont need to always start from zero each time you have a business problem to solve. In fact, the answers you need to make better decisions are often hiding in plain sight, yet not enough organizations are mining through all of their resources. This is a missed opportunity when you consider that organizations that use a variety of data sources and types are best positioned to get insights that lead to improved customer acquisition, retention, and experience.

Oftentimes, business units fall victim to tool sprawl and run up cloud costs on dozens of disconnected tools that cant scale across multiple teams making point solutions easier targets for budget cuts and leaving teams who rely on them in the dust.

Investing in platforms that support multiple personas, unlimited use cases, and feature expansion is key to reducing costs, driving ROI and future proofing investments. Users will also be the first to experiment and take advantage of system updates and new features as theyre introduced, driving faster innovation. Not having to find point solutions for every niche problem you come across will save you from the hassle of onboarding a new vendor every single time, especially considering your platform may be introducing the new capabilities and modules you may very well need.

Case in point: a new study from BCG found that using a data platform and flexible, scalable technology platforms and applications to facilitate data access and support business needs easily and flexibly is one of the key attributes of companies best positioned to move into new high-growth markets.

Another key area of investment to discuss with your stakeholders is to enable your team to do more and increase productivity by doubling down on automation.

Why have knowledge workers spend their time doing manual work in spreadsheets, when they can spend their time working on projects that drive top-line growth and bottom-line returns? Meanwhile, automating mundance tasks can free up IT and data teams to work on complex projects that rely on their technical expertise.

Above all, its essential for business and IT leaders to start every budgetary decision with data. CIOs and their teams require visibility into their tech spending to ensure efficiency and strategic alignment. Todays ever-changing economic climate requires data and analytics to help organizations derive insights for significant competitive and operational advantages in customer acquisition, retention, and experience. Those organizations that will thrive beyond the rocky times will be the ones that regularly examine and benchmark investments across multiple cost views to facilitate smarter spending and better business outcomes.

As Alteryx's Chief Information Officer, Trevor Schulze leads the global IT team in delivering a comprehensive, business-led technology services and solutions portfolio. Before joining Alteryx, Schulze served as RingCentral's Chief Information Officer.

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Bitcoin to reclaim $60k this summer? ChatGPT, Google Bard AI price prediction – Finbold – Finance in Bold

Bitcoin (BTC) is striving to recover from last years bear market, which was characterized by a significant drop from an all-time high price of nearly $69,000. Despite encountering resistance at the $30,000 level, Bitcoin has shown mixed signals throughout 2023.

Notably, surpassing the $60,000 level in exiting the bear market is seen as crucial for Bitcoin to reach a new all-time high. This has led to Bitcoin remaining in focus despite the asset facing several challenges, such as macroeconomic factors and regulatory uncertainty.

In this line, Finbold consulted generative artificial intelligence (AI) tools, ChatGPT, and Googles Bard with the question of Bitcoins ability to reclaim $60,000 this summer.

According to OpenAIs ChatGPT, Bitcoins value remains speculative. However, the tool did not provide a conclusive answer on whether Bitcoin can reclaim $60,000 but provided a hypothetical situation.

The AI tool noted that reclaiming $60,000 would depend on several factors. These include a bullish market sentiment fueled by optimistic news, increased adoption, and renewed interest in cryptocurrencies, which would generate enthusiasm among investors.

Additionally, the tool emphasized the potential influence of institutional investors and governments, similar to Bitcoins previous bull run that was predominantly fueled by institutional involvement in the crypto space.

Major financial institutions, corporations, and even governments embrace Bitcoin as a viable asset class. This institutional adoption brings substantial capital inflows into the cryptocurrency market, propelling Bitcoins price upward, ChatGPT said.

Furthermore, ChatGPT highlighted the importance of a technological breakthrough, such as implementing an advanced blockchain solution, which enhances Bitcoins functionality and attracts more users and investors.

It also acknowledged that global economic uncertainties, such as inflation, geopolitical tensions, or changes in monetary policies, drive investors to seek alternative assets, further contributing to Bitcoins appeal.

Bitcoin, known for its scarcity and decentralized nature, becomes an attractive hedge against traditional fiat currencies and experiences heightened demand, pushing its price higher, it added.

Elsewhere, Bard expressed optimism, stating that Bitcoin could reclaim the $60,000 level this summer. The tool attributed this potential achievement to global economic conditions and institutional involvement as key drivers.

However, the tool also acknowledged that regulatory factors might influence Bitcoins valuation toward $60,000.

If governments start to regulate Bitcoin, it could have a negative impact on the price. Ultimately, the price of Bitcoin is determined by supply and demand. If demand for Bitcoin continues to increase, it is possible that the price could reach $60k this summer, Bard added.

Contrarily, Bard highlighted obstacles that could hinder Bitcoins recovery to the $60,000 level. It specifically mentioned the lingering effects of the bear market and potential technological advancements.

Bard also pointed out that emerging technologies like quantum computing pose a risk of hacking Bitcoin, potentially eroding confidence and causing prices to decline.

At the time of reporting, Bitcoin was trading at $26,536, reflecting a daily gain of approximately 4%. Over the course of the week, Bitcoin has seen an increase of over 3%.

Regarding technical analysis, the current market sentiment for Bitcoin is predominantly bullish. This sentiment is supported by the summary from TradingView, which indicate that 11 out of the analyzed indicators align with a buy recommendation.

Furthermore, the moving averages and oscillators also favor a buy sentiment at 9 and 2, respectively.

It is worth noting that Bitcoin found some optimism on Friday, a day after the largest asset manager BlackRock (NYSE: BLK), filed for a spot Bitcoin exchange-traded fund (ETF). This has come in the wake of investors attempting to digest the ongoing regulatory crackdown by the Securities Exchange Commission (SEC).

Disclaimer: The content on this site should not be considered investment advice. Investing is speculative. When investing, your capital is at risk.

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Top 10 Cryptocurrency Beginner Books You Should Read in 2023 – Analytics Insight

Top 10 Cryptocurrency Beginner Books You Should Read in 2023

Are you intrigued by the world of cryptocurrencies? Want to dive deep into the realm of digital assets and blockchain technology? Look no further! Weve compiled a list of the top 10 cryptocurrency beginner books you should read in 2023. Whether youre a complete novice or have some basic knowledge, these books will provide valuable insights and help you navigate the exciting world of cryptocurrencies.

1.Mastering Bitcoin by Andreas M. Antonopoulos: Considered a must-read for beginners, this book comprehensively introduces Bitcoin and blockchain technology. It covers the fundamentals of cryptocurrency, mining, wallets, and more.

2.Cryptocurrency: How Bitcoin and Digital Money are Challenging the Global Economic Order by Paul Vigna and Michael J. Casey: Delve into cryptocurrencies economic and social implications with this insightful book. It explores the potential impact of digital currencies on the global financial system.

3.The Age of Cryptocurrency: How Bitcoin and Digital Money are Challenging the Global Economic Order by Paul Vigna and Michael J. Casey: Written by two experienced journalists, this book takes a journalistic approach to explain the rise of cryptocurrencies and their significance in the modern world.

4.Blockchain Basics: A Non-Technical Introduction in 25 Steps by Daniel Drescher: If youre new to blockchain technology, this book is a perfect starting point. It breaks down complex concepts into easy-to-understand steps, providing a solid foundation for further exploration.

5.Cryptocurrency: How I Turned $400 into $100,000 by Trading Cryptocurrency for 6 Months by Chris Lambert: This book offers a practical perspective on cryptocurrency trading. It shares the authors experiences, strategies, and lessons learned, making it a valuable resource for aspiring traders.

6.The Bitcoin Standard: The Decentralized Alternative to Central Banking by Saifedean Ammous: Dive into the history and economics of money with a focus on Bitcoin. This book explores the potential of Bitcoin as a decentralized alternative to traditional banking systems.

7.Digital Gold: Bitcoin and the Inside Story of the Misfits and Millionaires Trying to Reinvent Money by Nathaniel Popper: Discover the captivating story behind Bitcoins rise to prominence. This book provides an engaging narrative, chronicling the journey of early adopters, entrepreneurs, and visionaries.

8.Cryptoassets: The Innovative Investors Guide to Bitcoin and Beyond by Chris Burniske and Jack Tatar: Learn about different types of cryptocurrencies and how to evaluate their investment potential. This book combines investment strategies with an analysis of the crypto market.

9.Blockchain Revolution: How the Technology Behind Bitcoin and Other Cryptocurrencies is Changing the World by Don Tapscott and Alex Tapscott: Explore the transformative power of blockchain technology beyond cryptocurrencies. This book highlights the potential applications of blockchain in various industries.

10.The Little Bitcoin Book: Why Bitcoin Matters for Your Freedom, Finances, and Future by Bitcoin Collective: Get a concise and accessible introduction to Bitcoin with this book. It covers the basics of Bitcoin and its implications for individuals and society.

With these top 10 cryptocurrency beginner books, youll gain a solid understanding of the fundamentals, explore different perspectives, and learn from real-world experiences. So, grab a book, expand your knowledge, and embark on your journey into the fascinating world of cryptocurrencies!

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Top 10 Cryptocurrency Beginner Books You Should Read in 2023 - Analytics Insight

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Cryptocurrency Regulation in the United States: Past and Present – Analytics Insight

Explore complex cryptocurrency regulation in the United States: Past and present

Cryptocurrency regulation in the USA is a complex and ever-evolving landscape. In recent years, there has been a growing interest in cryptocurrency from both regulators and the public. This has led to several new regulations being implemented and several proposed regulations that are still being debated.

One of the essential pieces of cryptocurrency regulation in the USA is the Commodity Futures Trading Commission (CFTC)s ruling that Bitcoin and Ethereum are commodities. This ruling means cryptocurrency exchanges that trade these assets are now subject to CFTC regulation. The CFTC has also issued several guidance letters on cryptocurrency, which provide more information on how the agency intends to regulate this asset class. Another critical piece of cryptocurrency regulation in the USA is the Securities and Exchange Commission (SEC) ruling that initial coin offerings (ICOs) are securities. This ruling means that ICOs are subject to the same regulations as traditional securities offerings, which include registration with the SEC and compliance with anti-fraud laws.

The SEC has also brought several enforcement actions against ICO issuers who have violated securities laws. In addition to these specific regulations, several other laws and regulations could apply to cryptocurrency. For example, cryptocurrency exchanges may be subject to money laundering and terrorist financing regulations. And cryptocurrency users may be subject to tax laws. The rule of cryptocurrency in the USA is still in its early stages. More regulations will likely be implemented in the coming years as regulators and lawmakers gain a better understanding of this asset class.

In the United States, cryptocurrency regulations have evolved over the years as regulatory bodies strive to address the unique challenges digital currencies pose. The approach to cryptocurrency regulation has primarily been driven by existing financial laws and the need to protect investors, prevent fraud, and ensure compliance with anti-money laundering (AML) and know-your-customer (KYC) regulations.

FinCEN: The Financial Crimes Enforcement Network (FinCEN), a U.S. Department of the Treasury Bureau, has actively regulated cryptocurrency-related activities. In 2013, FinCEN classified cryptocurrency exchanges and administrators as money services businesses (MSBs) and mandated them to register with FinCEN, implement AML procedures, and report suspicious activities.

Securities and Exchange Commission (SEC): The SEC has taken steps to regulate initial coin offerings (ICOs) and tokens deemed securities. In 2017, the SEC issued a report stating that ICOs may fall under the purview of securities regulations, and subsequent enforcement actions were taken against projects that violated securities laws. The Howey Test, which assesses whether an investment qualifies as a security, has been used as a guiding framework.

Commodity Futures Trading Commission (CFTC): The CFTC has asserted its regulatory authority over cryptocurrencies as commodities. In 2015, it designated Bitcoin as a commodity, subjecting it to CFTC oversight. The CFTC has regulated cryptocurrency derivatives, such as Bitcoin futures and options contracts, ensuring fair trading practices and market integrity.

Internal Revenue Service (IRS): The IRS has guided the tax treatment of cryptocurrencies. In 2014, the IRS classified cryptocurrencies as property for tax purposes, requiring individuals to report capital gains or losses when they sell or exchange cryptocurrencies. Failure to comply with cryptocurrency tax obligations can lead to penalties and legal consequences.

Here are some of the key takeaways from the current state of cryptocurrency regulation in the USA:

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Cryptocurrency Regulation in the United States: Past and Present - Analytics Insight

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