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Get started with Cloud Storage on Android – Firebase

Cloud Storage for Firebase lets you upload and share user generated content, suchas images and video, which allows you to build rich media content into yourapps. Your data is stored in aGoogle Cloud Storage bucket anexabyte scale object storage solution with high availability and globalredundancy. Cloud Storage for Firebase lets you securely upload these filesdirectly from mobile devices and web browsers, handling spotty networks withease.

If you haven't already,add Firebase to your Android project.

From the navigation pane of the Firebase console, select Storage,then click Get started.

Review the messaging about securing your Cloud Storage data using securityrules. During development, considersetting up your rules for public access.

Select a location for your defaultCloud Storage bucket.

This location setting is your project'sdefault Google Cloud Platform (GCP) resource location.Note that this location will be used for GCP services in your projectthat require a location setting, specifically, yourCloud Firestore database and yourApp Engine app(which is required if you use Cloud Scheduler).

If you aren't able to select a location, then your project alreadyhas a default GCP resource location. It was set either during projectcreation or when setting up another service that requires a locationsetting.

If you're on the Blaze plan, you cancreate multiple buckets, each with its ownlocation.

Click Done.

Cloud Storage for Firebase provides a declarative rules language that allows youto define how your data should be structured, how it should be indexed, and whenyour data can be read from and written to. By default, read and write access toCloud Storage is restricted so only authenticated users can read or writedata. To get started without setting up Authentication, you canconfigure your rules for public access.

This does make Cloud Storage open to anyone, even people not using yourapp, so be sure to restrict your Cloud Storage again when you set upauthentication.

By using the Firebase Android BoM, your app will always use compatible versions of Firebase Android libraries.

(Alternative) Add Firebase library dependencies without using the BoM

If you choose not to use the Firebase BoM, you must specify each Firebase library version in its dependency line.

Note that if you use multiple Firebase libraries in your app, we strongly recommend using the BoM to manage library versions, which ensures that all versions are compatible.

By using the Firebase Android BoM, your app will always use compatible versions of Firebase Android libraries.

(Alternative) Add Firebase library dependencies without using the BoM

If you choose not to use the Firebase BoM, you must specify each Firebase library version in its dependency line.

Note that if you use multiple Firebase libraries in your app, we strongly recommend using the BoM to manage library versions, which ensures that all versions are compatible.

The first step in accessing your Cloud Storage bucket is to create aninstance of FirebaseStorage:

You're ready to start using Cloud Storage!

First, let's learn how to create a Cloud Storagereference.

There are a few use cases that require additional setup:

The first use case is perfect if you have users across the world, and want tostore their data near them. For instance, you can create buckets in the US,Europe, and Asia to store data for users in those regions to reduce latency.

The second use case is helpful if you have data with different access patterns.For instance: you can set up a multi-regional or regional bucket that storespictures or other frequently accessed content, and a nearline or coldline bucketthat stores user backups or other infrequently accessed content.

In either of these use cases, you'll want touse multiple Cloud Storage buckets.

The third use case is useful if you're building an app, like Google Drive, whichlets users have multiple logged in accounts (for instance, a personal accountand a work account). You canuse a custom Firebase Appinstance to authenticate each additional account.

If you want to use a Cloud Storage bucket other than the default provided above,or use multiple Cloud Storage buckets in a single app, you can create an instanceof FirebaseStorage that references your custom bucket:

When importing an existing Cloud Storage bucket into Firebase, you'llhave to grant Firebase the ability to access these files using thegsutil tool, included in theGoogle Cloud SDK:

You can find your project number as described in the introduction toFirebase projects.

This does not affect newly created buckets, as those have the default accesscontrol set to allow Firebase. This is a temporary measure, and will beperformed automatically in the future.

If you're building a more complicated app using a custom FirebaseApp, you cancreate an instance of FirebaseStorage initialized with that app:

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Get started with Cloud Storage on Android - Firebase

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How quality assurance is affecting every industry as emerging technology enablers like virtualization, converg – Times of India

How quality assurance is affecting every industry as emerging technology enablers like virtualization, converg  Times of India

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How quality assurance is affecting every industry as emerging technology enablers like virtualization, converg - Times of India

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Relaxation techniques: Breath control helps quell errant stress …

The term "fight or flight" is also known as the stress response. It's what the body does as it prepares to confront or avoid danger. When appropriately invoked, the stress response helps us rise to many challenges. But trouble starts when this response is constantly provoked by less momentous, day-to-day events, such as money woes, traffic jams, job worries, or relationship problems.

Health problems are one result. A prime example is high blood pressure, a major risk factor for heart disease. The stress response also suppresses the immune system, increasing susceptibility to colds and other illnesses. Moreover, the buildup of stress can contribute to anxiety and depression. We can't avoid all sources of stress in our lives, nor would we want to. But we can develop healthier ways of responding to them. One way is to invoke the relaxation response, through a technique first developed in the 1970s at Harvard Medical School by cardiologist Dr. Herbert Benson. The relaxation response is a state of profound rest that can be elicited in many ways, including meditation, yoga, and progressive muscle relaxation.

Breath focus is a common feature of several techniques that evoke the relaxation response. The first step is learning to breathe deeply.

Deep breathing also goes by the names of diaphragmatic breathing, abdominal breathing, belly breathing, and paced respiration. When you breathe deeply, the air coming in through your nose fully fills your lungs, and the lower belly rises.

For many of us, deep breathing seems unnatural. There are several reasons for this. For one, body image has a negative impact on respiration in our culture. A flat stomach is considered attractive, so women (and men) tend to hold in their stomach muscles. This interferes with deep breathing and gradually makes shallow "chest breathing" seem normal, which increases tension and anxiety.

Shallow breathing limits the diaphragm's range of motion. The lowest part of the lungs doesn't get a full share of oxygenated air. That can make you feel short of breath and anxious.

Deep abdominal breathing encourages full oxygen exchange that is, the beneficial trade of incoming oxygen for outgoing carbon dioxide. Not surprisingly, it can slow the heartbeat and lower or stabilize blood pressure.

Breath focus helps you concentrate on slow, deep breathing and aids you in disengaging from distracting thoughts and sensations. It's especially helpful if you tend to hold in your stomach.

First steps. Find a quiet, comfortable place to sit or lie down. First, take a normal breath. Then try a deep breath: Breathe in slowly through your nose, allowing your chest and lower belly to rise as you fill your lungs. Let your abdomen expand fully. Now breathe out slowly through your mouth (or your nose, if that feels more natural).

Breath focus in practice. Once you've taken the steps above, you can move on to regular practice of controlled breathing. As you sit comfortably with your eyes closed, blend deep breathing with helpful imagery and perhaps a focus word or phrase that helps you relax.

Several techniques can help you turn down your response to stress. Breath focus helps with nearly all of them:

You may want to try several different relaxation techniques to see which one works best for you. And if your favorite approach fails to engage you, or you want some variety, you'll have alternatives. You may also find the following tips helpful:

Originally posted here:
Relaxation techniques: Breath control helps quell errant stress ...

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BTech Artificial Intelligence & Machine Learning: Admission 2023 – Manipal

B. Tech in CSE (AI&ML) offered by the Computer Science and Engineering Department provides the budding engineers with a spectacular array of courses dedicated to frontiers in the field of Artificial Intelligence and Machine Learning (AI&ML) with a foundation of Computer Science & Engg. The 4-year full-time program presents exposure to hands-on technologies to create applications and solutions for the world that we live in.

Focus

The curriculum focuses on the Foundations of Computational Mathematics, core areas of Computer Science, along with the latest advancements in Artificial Intelligence and Machine Learning. Core courses in Computer Science help students to drive them through the ever-changing IT requirements. The specialized areas of AI&ML are offered as minor specializations.The specialized areas of AI&ML are offered as minor specializations.

The list of minor specializations offered by BTech CSE (Artificial Intelligence & Machine Learning):

AI in Healthcare

Computer Vision

Internet of Things

Applied Natural Language Processing

Cyber Security

Business Management

Each of these minor specializations provides students with an opportunity to dive deeper into the intricacies of the domain. Thus, students can view a bigger picture of developments in AI&ML with an option to explore deeper into thrust areas.

Career Prospects

With a huge explosion in data and its applications, a career in the field of AI&ML can be very promising as Big Data Engineer, Business Intelligence Developer, Data Scientist, Machine Learning Engineer, Research Scientist, AI Data Analyst, AI Engineer, Robotics Scientist, etc. With a specific job description on AI&ML, students have been recruited by reputed industries like Microsoft, Amazon, Goldman Sachs, Oracle GBU, Cisco, Dell Technologies, Accenture, among others. From the IT sector to healthcare, AI&ML has proven its worth. The future roles are many with AI&ML as the foundation. The graduates of the program can pursue higher education and research at premier national or international universities with a great future in research.

PROGRAM EDUCATIONAL OBJECTIVES (PEOs)

PROGRAM OUTCOMES (POs)

PROGRAM-SPECIFIC OUTCOMES (PSOs)

BTechArtificial Intelligence & Machine Learning course outline

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BTech Artificial Intelligence & Machine Learning: Admission 2023 - Manipal

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Former Athens resident pleads guilty in $3.3 billion cryptocurrency fraud

A Hall County manwho once resided in Athens recentlypleaded guilty in U.S. District Court in New York to the largest cryptocurrency theft in U.S. history.

James Zhong, 30, of Gainesville last week pleaded guilty to committing wire fraud, according to the U.S. Attorney in New York. Facing 20 years in prison, Zhongwill be sentenced on Feb. 22, 2023.

The investigation into Zhongs Bitcoin finances led to a November 2021 search of Zhongs home in Gainesville that resulted in the seizure of more than $3.36 billion in Bitcoin, described by the U.S. Attorney as the largest financial seizure ever by the Internal Revenue Service.

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When federal investigators searched Zhongs home they also seized Bitcoin in an underground floor safe, bitcoin loaded on a computer that was hidden inside a popcorn tin, along with $661,900 cash and 11 1-ounce bars of silver and gold.

Zhong was living on Ruth Street in Athens in March 2019, when he reported his home was burglarized while he was out of town between March 7-13. He came home to discover a window in a rear bedroom shattered and the thief had found a brief case that contained $400,000 cash and a USB thumb drive with personal information, according to the police report.

Zhong told the police officer he felt the person who stole the money apparently knew him because he had hidden the brief case behind an air vent.

Police Lt. Shaun Barnett said Tuesday that the cash was never recovered, nor was a suspect identified. However, he said the burglary and amount of money reported stolen "raiseda red flag with the IRS.

Shot and run over: Hartwell man found shot, body dumped on Hart County road, says sheriff

Killer caught: Murder suspect jailed in death of Athens teen; woman's slaying unresolved

Federal investigators said Zhong originally stole the Bitcoin by going into the Silk Road dark web marketplace, according to the report.

Silk Road is an online black market used by drug dealers and others to distribute illegal drugs and goods to buyers, according to the U.S. Attorney. Silk Road was created by an Austin, Texasnativewho is now serving life in prison.

James Zhong committed wire fraud over a decade ago when he stole approximately 50,000 Bitcoin from Silk Road. For almost 10 years, the whereabouts of this massive chunk of missing Bitcoin had ballooned into an over $3.3 billion mystery, U.S. Attorney Damian Williams said in a statement released Monday. ... Thanks to state-of-the art cryptocurrency tracing and good old-fashioned police work, law enforcement located and recovered this impressive cache of crime proceeds."

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Former Athens resident pleads guilty in $3.3 billion cryptocurrency fraud

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Post-Quantum Cryptography | CSRC – NIST

The Candidates to be Standardized and Round 4 Submissions were announced July 5, 2022. NISTIR 8413, Status Report on the Third Round of the NIST Post-Quantum Cryptography Standardization Process is now available.

NIST initiated a process to solicit, evaluate, and standardize one or more quantum-resistant public-key cryptographic algorithms.Full details can be found in the Post-Quantum Cryptography Standardization page.

In recent years, there has been a substantial amount of research on quantum computers machines that exploit quantum mechanical phenomena to solve mathematical problems that are difficult or intractable for conventional computers. If large-scale quantum computers are ever built, they will be able to break many of the public-key cryptosystems currently in use. This would seriously compromise the confidentiality and integrity of digital communications on the Internet and elsewhere. The goal of post-quantum cryptography (also called quantum-resistant cryptography) is to develop cryptographic systems that are secure against both quantum and classical computers, and can interoperate with existing communications protocols and networks.

The question of when a large-scale quantum computer will be built is a complicated one. While in the past it was less clear that large quantum computers are a physical possibility, many scientists now believe it to be merely a significant engineering challenge. Some engineers even predict that within the next twenty or so years sufficiently large quantum computers will be built to break essentially all public key schemes currently in use. Historically, it has taken almost two decades to deploy our modern public key cryptography infrastructure. Therefore, regardless of whether we can estimate the exact time of the arrival of the quantum computing era, we must begin now to prepare our information security systems to be able to resist quantum computing.

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Post-Quantum Cryptography | CSRC - NIST

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Machine Learning in Oracle Database | Oracle

Oracle Machine Learning AutoML User Interface

A no-code user interface supporting AutoML on Oracle Autonomous Database to improve both data scientist productivity and non-expert user access to powerful in-database algorithms for classification and regression.

Accelerate machine learning modeling using Oracle Autonomous Database as a high performance computing platform with an R interface. Use Oracle Machine Learning Notebooks with R, Python, and SQL interpreters to develop machine learningbased solutions. Easily deploy user-defined R functions from SQL and REST APIs with data-parallel and task-parallel options.

Data scientists and other Python users accelerate machine learning modeling and solution deployment by using Oracle Autonomous Database as a high-performance computing platform with a Python interface. Built-in automated machine learning (AutoML) recommends relevant algorithms and features for each model, and performs automated model tuning. Together, these capabilities enhance user productivity, model accuracy, and scalability.

Data scientists and data analysts can use this drag-and-drop user interface to quickly build analytical workflows. Rapid model development and refinement allows users to discover hidden patterns, relationships, and insights in their data.

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Machine Learning in Oracle Database | Oracle

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