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Trump votes in Fla. before the rally; Biden focuses on Pa.




President Donald Trump said he voted “for a man named Trump” on Saturday and called it a “honour” to cast his own ballot in his adopted home state of Florida before he launched a campaign in three battleground states, where massive crowds were waiting, even as coronavirus cases are on record in the region.

Democrat Joe Biden, insisting that Trump doesn’t deserve a second term due to his handling of the pandemic, told the rally outside Philadelphia that he didn’t “like the idea of all this distance, but it’s important” for public health reasons.

“We don’t want to become super-spreaders,” he said, using a phrase that was used to describe the Rose Garden case at the end of September when Trump revealed his nominee to the Supreme Court. After that meeting, more than two dozen people connected to the White House have contracted COVID-19.

Biden, with some support from the rock legend Jon Bon Jovi, was courting voters in the fiercely contested pockets of Pennsylvania that could prove to be the key to determining the outcome of the election in the state.

Trump, who spent the night at his Mar-a – Lago resort after campaigning Friday in Florida, stopped at an early polling station in the public library. Last year, the president moved his official residence from New York to his private club in Florida, alleging that New York politicians had treated him badly.

Greeted by a crowd of cheering supporters at the polling place, Trump may have mailed his ballot, but preferred to vote in person. He wore a mask inside, following local laws in place to limit the spread of coronavirus.

Biden has not voted and is likely to do so in person on Election Day, Nov. 3, as Delaware does not provide early voting. Trump, who made unsubstantiated allegations of widespread fraud in the field of mail-in voting, gave another plug to in-person voting.

“It will never be like that when you send in your vote. It’s never going to be safe like that, “Trump said before leaving for his campaign.

Rallyes were scheduled for Lumberton, North Carolina, Circleville, Ohio, and Waukesha, Wisconsin, and the President is promising to take full advantage of the final 10 days of the campaign, even as the number of new coronavirus cases continues to increase.

The United States registered daily coronavirus cases of more than 83,000 confirmed infections, thousands more than the previous US high in July. The U.S. death toll has risen to almost 224.00, according to a study released by Johns Hopkins University. The total U.S. caseload reported on Friday was 83,757, up from 77,362 cases reported on July 16.

The numbers are an ominous indication that the disease still has a heavy grip on the nation that has more reported virus-related deaths and infections than any other in the world. Many states register a surge in cases and claim hospitals are running out of room in areas where the pandemic appeared remote just months earlier.

Biden’s first stop was in Bucks County, part of suburban Philadelphia, where Hillary Clinton won a slim margin in the 2016 White House election. He was expected to hold another rally later on Saturday in Luzern County, a blue-collar district that twice voted for Barack Obama but was overwhelmingly on Trump’s side four years ago. Biden’s campaign said that the former vice president will be joined by Bon Jovi, a native of neighbouring New Jersey, who will be singing at the Luzern gathering.

More than 54 million votes have already been cast in the Nov. 3 election, with an additional 100 million or so predicted before the winner is announced.

The pandemic has driven Trump to the defensive for most of the fall, but for the time being it’s the Biden team that has been forced to justify itself. In the final minutes of Thursday night’s debate, the former vice president said he favoured a “transition” away from oil in the US in favour of renewable energy. The campaign issued a statement hours later saying that it would phase out tax incentives for fossil fuel firms, not the industry as a whole.

But Trump, who was campaigning in Florida, repeatedly seized the issue.

“This may be one of the greatest errors made in the history of presidential discourse,” he said at a Friday rally in The Villages, a large-scale retirement community in central Florida. Later, in Pensacola, Trump recalled a moment of glee.

As Florida continues to record thousands of new COVID-19 cases every day, audience members stood and sat shoulder to shoulder, and Make America Great Again hats far outnumbered face covers. In-person voting in the state started on Monday.

As part of his damage control, Biden dispatched running mate Kamala Harris to help explain his stance as she campaigned in the swing state of Georgia on Friday. During his remarks in Bucks County, he also tried to explain his stance.

“Let me be specific, I’m not banning fracturing in PA or anywhere else,” Biden said.

As for Biden and oil, while putting an end to the nation’s dependence on fossil fuels is common among many liberals, the idea could hurt working-class voters in swing states, such as Pennsylvania, Ohio, and Texas, who rely on industry, and, in particular, on fracturing, to make a living.

Trump’s allies immediately started to launch fresh assaults on the Democrats’ contradictory energy responses.

As part of his strategy to tackle climate change, Biden said that he would only ban new gas and oil permits — including fracturing — on federal lands. The vast majority of oil and gas does not come from federal property.

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Mahesh is leading digital marketing initiatives at RecentlyHeard, a NewsFeed platform that covers news from all sectors. He develops, manages, and executes digital strategies to increase online visibility, better reach target audiences, and create engaging experience across channels. With 7+ years of experience, He is skilled in search engine optimization, content marketing, social media marketing, and advertising, and analytics.


The Journey of Innovating Education by Reinventing Methodology



Innovating education by reinventing methodology
Innovating education begins with educating leaders on implementing a student-centered approach in their teaching methods. A look at how to construct a socially and emotionally rich environment in education.

COVID-19 magnified the dysfunctionalities and inefficiencies of our education systems. It’s high time that the educational leaders and innovators reflect on the current teaching and learning methods to understand the areas of improvement. At such uncertain times, innovating education can lead us to the pathways of engaging in humanizing pedagogies.

Why Reimagine Education?

As we discuss reimagining education, let’s start from the very basics.

Addressing the importance of integrating love and care in education and how it can influence the mindset and response-ability of an individual could be the onset of the educational reformation.

If the methodology of learning and educating is centered on providing both emotional and academic assistance, we are already halfway toward reaching a culturally relevant, anti-racist, and emotionally literate education system. This revolution in education begins with educating leaders on the impact of educational disparities, social and racial injustices, and the importance of emotional support in a student’s life.

Schools and educational institutes are the places where a major part of an individual’s childhood is spent, but the school sites are often also the center of oppression for children of different races, demographics, or gender.

At Edvantic, a world education company, our prime emphasis is to advocate for a better education system and educate leaders on how their mindfulness of the teaching techniques can become a transformative force in building a safe and healthy learning environment for students. Let’s understand how the process of innovating education can be achieved by supporting the emotional and social development of all the students.

Moving toward a progressive education system

  • Construct a socially literate and emotionally responsive learning environment

The educators must use collaboration as the key to creating an expressive learning atmosphere where students can be open to giving or receiving emotional support. But before students, educating leaders on critical responsiveness development is the first thing that should be done.

Followed by this, the next step is to cultivate a classroom environment that educates students about societal injustices and discrimination. This will help the students to comprehend and act against such inequities. Endorsing humanizing teaching methods will enable educators to create an emotionally supportive atmosphere where each student will be set free to speak out their opinions and interests. Social learning will help students develop their abilities to understand their role in the overall societal landscape.

Innovating education is about instilling emotional intelligence and learning in our education systems. Because understanding emotions is as important as learning any other subject. Since each aspect of human life is impacted by emotions, schools must prepare or reinvent the curriculum into one that gives space to social and emotional learning.

  • Change the school culture

School culture contributes a major part in shaping a child’s personality and mindset. That said, positive school culture can result in academic achievement and personality development as it creates a safe, supportive, improved, productive, and encouraging environment. Innovating education mainly revolves around creating a positive school culture where each student feels worthy.

Developing a sense of belongingness in the students’ minds will help students feel safe, loved, important, and equally irrespective of their race, gender, or community. And this will set the onset of an emotionally safe school culture.

To ensure the mental and academic well-being of all the students, the students must be involved in authentic and deep learning systems. Educating leaders on implementing a student-centered approach in their teaching methods, where the students are given the place of contributors, will help in the development of a supportive education system.

An emotionally responsive classroom is an open-ended and process-oriented approach to learning which will maximize the academic, social, and emotional growth of students, helping them identify their importance and role in society. A responsive classroom community is where all the students feel welcomed and equal; something our students need today.

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What is Yoga Alliance Certification and Who Needs It?



Yoga Teacher Certification
Yoga alliance certification

Yoga is practiced by people of all ages. Some may practice this sacred art for getting fit while some may get immersed in the practice of yoga for making it their career. For those who want to build their career in YOGA, Yoga Alliance Certification comes into the picture.

Having Yoga Alliance Certification makes you ready to teach yoga in any part of the world. Before we go ahead, first, let’s make you familiar with what is Yoga Alliance.

What is Yoga Alliance?

Millions of people from various parts of the world practice yoga on daily basis and the number is increasing day-by-day recognizing the benefits of yoga. With that stupefying growth, it becomes necessary to set some standards for those who want to make their career in yoga.

Located in the United States, Yoga Alliance is basically a non-profit organization that records the registry of yoga schools and teachers worldwide. Schools or teachers registered with Yoga Alliance are known as authorized yoga schools and teachers, which means Yoga Alliance makes their presence trustworthy.

What is Yoga Alliance Certification?

The yoga schools or teachers registered with the Yoga Alliance, USA get Yoga Alliance Certification to prove their worth to students coming to them for learning yoga. One can blindly faith in the credibility of a school or teacher that/who is certified by Yoga Alliance.

Who Needs Yoga Alliance Certification?

No matter whether you want to make your career in yoga by starting your own yoga center or want to serve an existing organization with your services, having some type of certification is a must to get an edge over the competition. Exactly the same applies to those who want to make their career in yoga. If you are planning to become a yoga teacher or looking for starting your own yoga school, Yoga Alliance certification can bring you excellent benefits. With the proof of having accreditation from Yoga Alliance, you can easily expand your wings in the field and start your own yoga school. Let’s now give you an understanding of various benefits that a Yoga Alliance Certification can bring to you.

Benefits of Yoga Alliance Certification

  • You become part of a large directory of yoga instructors worldwide. This listing can be seen by anyone and helps you get in touch with various individuals for collaboration.
  • When you get certification from Yoga Alliance, you get hold of a specific badge showing your credibility that is a part of a well-recognized organization spreading yoga knowledge.
  • Yoga Alliance certification gives you a chance to meet like-minded people from various regions and parts of the world and share your thoughts and opinions with them on the same domain, which is the passion for yoga.
  • Grab a chance to know more and more about yoga by attending free online workshops conducted by Yoga Alliance. By becoming a member of the organization, you get the opportunity to know more about yoga by attending free webinars, workshops, and other educational presentations.
  • Enjoy membership perks. Yes, you read it right! An individual with having Alliance certification can have special access to discounts on various things like essential oils, education, legal counseling, liability insurance, and much more.

The benefits of getting the Yoga Alliance Certification listed above are just the tip of the iceberg. There is a lot more a student or school can fetch by registering with the organization. However, it all depends on individuals or schools that how they plan to go far with their yoga certification. Here’s to hope you will now understand all about Yoga Alliance Certification.

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Disappearing chat on WhatsApp – what does it mean?



Disappearing chat on WhatsApp - what does it mean?

WhatsApp has finally rolled out its Ephemeral or disappearing messages feature. The feature was already available in some form or other in competitor apps like Telegram and Signal. The Facebook backed messaging platform is improving its features and trying to be more personal and secure.

What are disappearing messages and how do they work?

Ephemeral messages, as the name suggests, are those messages that will automatically get deleted after some time. WhatsApp has enabled a new feature in its app, under which the users can send messages in individual or group chats and these messages will disappear after seven days. The setting would not affect the previous messages sent or received by the user. In individual chats, either user could turn the disappearing messages feature on or off, while in group chats the privilege is extended only to the admins.

Why did WhatsApp include the disappearing messages feature?

According to WhatsApp, the feature will bring a new level of privacy to the popular messaging app. In Whatsapp’s own words, “When conversations aren’t permanent, people can speak more freely and feel more comfortable being their authentic selves, whether that be their wacky side or being more honest about their feelings. This is a huge step for WhatsApp as we introduce ephemerality to many people for the first time ever and help them experience a new level of privacy.”

How to turn on disappearing messages in WhatsApp?

One can take the following steps to enable or disable disappearing messages in WhatsApp.

iPhone or Android individual chat

  • Open individual chat
  • Tap on the contact name
  • Select the disappearing messages option
  • If prompted, tap continue
  • Select on or off to enable or disable the disappearing messages

Group chat

Only admins can enable or disable disappearing messages on a group chat.

  • Open the group chat
  • Tap on the group name
  • Select the disappearing messages option
  • If prompted, tap continue
  • Select on or off to enable or disable the disappearing messages

Web and desktop

To enable or disable disappearing messages on WhatsApp Web or Desktop apps

  • Open WhatsApp Web/App
  • Open the individual or group chat
  • Tap on the contact or group name at the top
  • Select the disappearing messages option
  • If prompted, tap continue
  • Select on or off to enable or disable the disappearing messages

How is WhatsApp’s disappearing message feature different?

The disappearing messages feature in WhatsApp is different from the one compared to other messaging apps. Competitor apps like Telegram, Wire, and Signal offer an option where the users can select their preferred time after which they would like the messages to disappear. The time can range from a few seconds to a few days.

For example, Telegram offers the users an option known as the secret chat under which the users can select a time limit after which the messages will disappear. Telegram allows the users to set the time limit from 1 second to 1 week. The limit for Wire is from 10 seconds to 4 weeks, while that for Signal users is from 5 seconds to 1 week.

Whatsapp, on the other hand, does not give such levels of customization to its users. WhatsApp has a fixed time limit of seven days.

What should watch out for?

There are some things that a user should keep in mind while using the disappearing app feature.

Previews: In a case, the user hasn’t opened WhatsApp for seven days, the messages would still appear in the notifications preview panel. Once the user opens WhatsApp, then the messages will disappear.

Replies: If the user replies to a disappearing message, the initial message can appear in the chat even after seven days.

Screenshots: Users can take screenshots of the chat and save them.

Backups: If a user creates a backup before the message disappears, then despite the disappearing message will appear in the backup, it won’t appear in the chat once the backup is restored.

What about photos and media?

A common question that most users have is about the photos and videos –what will happen to the media files? WhatsApp, by default, automatically saves media unless the user has turned it off.  If the disappearing messages feature is turned on, the media files like images and video will be removed from the chat. In case the user has not turned off the auto-download option, then the files will be saved on the user’s device.

Implications of the disappearing chat feature for users and WhatsApp?

For users

The new feature will provide much better control to the users, as they can choose the kind of chats saved on their device. The disappearing chat feature will also help improve privacy in WhatsApp. The users cannot let their guard down though as there are loopholes in the technology that can be exploited.

For WhatsApp

Many countries are putting pressure on WhatsApp to trace chat messages for various reasons. WhatsApp has made its stance clear by saying that it does not allow anyone to trace the messages. Given the fact that all its messages are end-to-end encrypted, the company does not store any user-generated data on its servers. The disappearing messages feature will raise new questions for WhatsApp as it would become more difficult to recover messages.

Social media companies are all eyes and ears when it comes to users’ privacy and, therefore, they regularly update their policies by changing or adding features. The time will only tell whether the change in WhatsApp messaging would bring in more ease or impediments to the app.

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Top Global HR and Talent Management Certifications in 2021



HR and Talent Management Certifications in 2021
COVID-19 has brought the importance of HR professionals to the limelight. The crisis has also given rise to talent management professionals!

The global crisis had rendered too many changes in the way we work and conducted businesses. Numerous organizations were forced to take sudden decisions for remote working, work-from-home, and telecommuting options for their employees.

Initially, everything felt good – no commuting, no morning rushes, no getting ready early. Employees were happy with staying at home and working.

However, the bubble burst and the reality showered – discontent ruled, lack of social interaction made employees disengaged with each other and with the company.

Enter the HR professionals with their Midas touch!

HR professionals along with talent management professionals became the savior as they became the much-needed bridge between the employees and the management.

Not for the first time the role of HR professionals in an organization. The HR career which was earlier considered as the last choice among the professionals during the crisis became a popular choice among young professionals.

Reason: HR professionals and talent management professionals rolled-out a series of various activities that helped keep the employees engaged and motivated in the time of the COVID crisis.

While the role of HR and talent management professionals had already evolved due to technology evolution, the global pandemic just brought these professionals into the limelight. Aside from the traditional roles and responsibilities, the new role of monitoring people online and keeping a record of every minute detail became a challenge only a few could fulfill.

Then…what was the solution?

Keeping the learning curve soaring upward is the key here. How?

Either through various online programs available or through certifications from reputed credentialing bodies.

Got you interested? Read on to know more…

While HR and Talent Management Certifications have always been important in the growth of HR careers, the pandemic has just emphasized the requirement of the same. The HR and Talent Management Certifications in 2021 will augment your career to the next level. The condition is – it has to be from the reputed credentialing bodies.

So let’s have a look at some of the best HR and Talent Management Certifications in 2021 that you should opt for if planning an HR Career.

Institutes like Human Resource Certification Institute (HRCI) and Society for Human Resources Management (SHRM) offers numerous certification programs targeting both beginners as well as mid-and senior-level HR professionals.

However, for those seeking exclusive talent management certifications, Talent Management Institute (TMI) is the credentialing institute the best choice for you.

Why choose Talent Management Institute as your choice of institute choice for certification in talent management?

Talent Management certifications – TMP™, STMP™, and GTML™, offered by TMI are founded on the only Talent Management knowledge standards-framework that is currently practiced internationally. These certifications validate the applicant’s knowledge, education, as well as training makes them a high-potential performer in any talent management role.

Here are seven major reasons why going for a TMI certification is a must for an HR professional in the current competitive scenario. How it will put at an edge over the non-certified peers.

  1. With TMI certification on top of your HR degree, you become about 30% more attractive to the prospective recruiter as compared to your counterpart. In addition, certification will aid you when either seeking promotion or when you want to switch your job. Remember: As a TMI certified professional you enter the league of Talent Management experts with high potential.
  1. It was estimated that about one million talent management professionals will be joining the workforce this year. Not surprising considering the numerous changes in the business models of organizations globally the HR functions are improving themselves with Talent Management capabilities.
  1. With exposure to Talent Management, the HR professionals tend to become valuable assets to their respective companies as compared to the counterparts who just have an HR degree. In addition, the certified HR professionals on average tend to earn about 20% to 25% higher than the non-certified professionals.
  1. As an HR professional with talent management certification is preferred for leadership positions in organizations. The precision of the talent management certification standards by TMI has proven that certified talent management certifications are the best-equipped professionals to handle the most challenging leadership roles and responsibilities in the current workforce.
  1. World-renowned talent management certifications are respected across the industries and talent management certifications TMI’s talent management credentials are valid and respected across industries

Being able to lead Talent Management and Human Capital Maximization challenges across industry verticals and economic sectors is among the most sought-after capabilities of top bracket HR professionals. A certification from the Talent Management Institute validates that you are capable of handling these challenges and assures employers of your strong potential as a manager of human capital.

  1. With TMI certification on your portfolio, your career is secured both during economic downturns and business model changes. In simple words, a talent management certification from TMI will make your career secure in any circumstances.
  2. If you are STMP™ or GTML™ certified, then you automatically qualify for the prestigious TMI Fellow programs in Talent Management. Selective programs with limited participants annually, talent management fellow programs prepare you for the next step in your career.

These are the seven major reasons why you should opt for talent management certifications. Depending on your career stage you can choose a particular TMI certification.

There are other institutes like CIPD and ATD that offer a part of talent management programs. However, if you want a certification in talent management then certifications from Talent Management Institute are your best bet.

The time for the wait is over as now is the time to act. Get yourself certified in talent management and see your career take a new turn.

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How to become rich – Top 6 Bitcoin Mining Software



How to become rich – Top 6 Bitcoin Mining Software

Isn’t it really hard to believe that a digital/virtual coin can possess such a huge value?

What is this Bitcoin? How did it come into existence? What is the exact value of one bitcoin? What is bitcoin mining software?

Bitcoin can be defined as a virtual or digital coin and comes under cryptocurrency. It was invented in 2008 and came into existence in 2009. Its implementation was released as open-source software by an unknown founder or group of founders who are recognized by the name of “Satoshi Nakamoto”.

One Bitcoin is valued at 13,83,435.01 Indian Rupee as of December 8, 2020, 12.22 pm UTC. Bitcoin exchanges are popular marketplaces that allow people to buy or sell bitcoins using different types of currencies. 

The value of a bitcoin is dependent on the following factors like:

  • Faith of investors
  • Financial market integration
  • Public Interest
  • Performance levels

The next million-dollar question is – How to invest in bitcoins?

You should be aware of certain security and technical issues before investing in a bitcoin. You need to own a digital wallet if you choose to trade with bitcoins. You can buy a bitcoin by connecting your digital wallet with a credit/debit card or a bank account. You can join an online marketplace to exchange or trade your bitcoins, cryptocurrencies, or other traditional currencies. 

Before understanding the steps to invest in bitcoins, there are a bunch of things every aspiring bitcoin investor should have:

  • a digital wallet
  • personal identification documents 
  • a secure connection to the Internet
  • a method of payment 
  • an account at a cryptocurrency exchange

Steps to invest in bitcoins:

#1: Own a bitcoin wallet

The first step is to own a digital wallet- a place to store all your cryptocurrencies. 

#2: Connect to a bank account

You need to connect your digital value to a bank account or a credit/debit card. This will be your next step to purchase bitcoins by exchanging traditional currencies of an equivalent value. Each set of the mode of payments has its own set of fees.

#3: Create an account at the exchange

You need to join the bitcoin exchange which is a marketplace for exchanging Cryptocurrency Ripple and other currency exchanges.

#4: Make an order

You are all set to buy a bitcoin now. Although the value of one bitcoin is so large, you can still opt for a fraction of bitcoin. The smallest fraction of a bitcoin is called “satoshi”

Top 6 Bitcoin mining software in 2020

Bitcoin mining software can be defined as specialized tools to mine cryptocurrency using your computer power. You will receive monetary rewards in exchange for your mining efforts. The tools will provide an in-depth report depending on your earnings.

You need not worry about any technical skills since most of these bitcoin mining software tools are automated.

Here we have a hand-picked list of the bitcoin mining software in 2020. It is a comprehensive list featuring both open source and paid software.


Computta is simple bitcoin mining software and services developed by cryptographers. This helps you to make digital money. It offers a user-friendly and intuitive interface.

  • A super simple set up that is just a couple of clicks away.
  • Computta is compatible with most of the systems available.
  • You need not be technically skilled to use this bitcoin mining software.
  • It is an automatic tool.
  • It reports your earnings in a detailed-manner.
  • It is free software and you can customize it.

Computta allows anyone with a computer to register, download and use their smart mining app to start creating their cryptocurrency all in 5 minutes max. 


Kryptex is a bitcoin mining software application that helps you to mine digital/virtual coins. It accepts dollars or bitcoins and runs even when your PC is idle.

  • It is easy to set up bitcoin mining software.
  • It offers a non-messy and clean Graphic User Interface(GUI).
  • Kryptex automatically starts when you turn on your computer.
  • It works on CPU and GPU.
  • Kryptex supports English, Portuguese, Spanish and other languages.

Awesome Miner

Awesome Miner is easy to use bitcoin mining software. It monitors the trading of bitcoins and other cryptocurrencies.

  • Awesome Miner sets up mining polls in one mouse click.
  • It helps to increase profits and decrease downtime.
  • It supports 50+ bitcoin mining software.
  • This tool displays fan speed, clock speed, temperature, and other GPU properties.
  • It works with all the ASIC devices.

It is a powerful tool for large scale mining activities. Awesome miner features optimized anti-miner firmware for improved efficiency.


It is one of the bitcoin mining software application that allows easy mining and trading. It is flexible enough to handle all the activities from a remote place. It offers you to check your mining status with ease.

  • It lets you withdraw or deposit virtual money or cryptocurrency.
  • It offers an instant notification feature to support you.
  • NiceHash features a profitability calculator.
  • Manage your profile with ease.
  • It is intuitive and super simple to use.


This easy to use Bitcoin mining software offers real-time statistics. Ethermine is known for supporting third-party apps like Telegram. It helps with anonymous miners.

  • Ethermine provides an adept helpdesk.
  • It is a bitcoin mining software that provides a real-time payout method.
  • This software has an excellent mining engine.
  • Notifications are sent via email.
  • This tool warns against invalid shares.

Ethermine offers precise mining data and supports the full stratum.

Genesis Mining

Genesis mining is one of the bitcoin mining software that offers varied functionality from large scale miners to small scale ones. It provides mining related solutions to all its investors. 

  • It adds periodic mining data and reports to your wallet.
  • It offers a super simple and easy user interface.
  • It gives an easy setup process.
  • You need not worry about technical knowledge.
  • This software allows you to mine different types of cryptocurrencies from bitcoins to Ethereum.

It offers the fastest data mining hardware at its data centers. It is fairly easy to mine any one of the virtual currency mentioned in the catalog. 

The latest bitcoins are circulated into the marketplace via bitcoin mining. This process helps you to become rich without investments. You require the Application Specific Integrated Circuit or GPU to set up a mining rig.

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AI Engineer asks what’s the difference between TensorFlow 1.0 and Tensorflow 2.0



AI Engineer asks what’s the difference between TensorFlow 1.0 and Tensorflow 2.0
The new version of TensorFlow created a furor amid Deep learning enthusiasts, but was there are a difference? Keep reading to know

Since the day Google had released TensorFlow 1.0 in 2017, it gained immediate popularity with machine learning engineers as one of the open-source machine learning libraries. However, two years later, when Google launched its updated version – TensorFlow 2.0 on 30th September 2019 – the entire AI community went into a frenzy.

With AI Engineers around the world debating about the differences between TensorFlow 1.0 and TensorFlow 2.0, it became important to understand the differences between the two.

But before we delve into the differences between the two let’s have a look at some of the TensorFlow facts –

  • With TensorFlow, almost all the genres of industries were transformed including banking, healthcare, agriculture, pharma to name a few
  • TensorFlow had played a pivotal role in enabling organizations to leverage AI and thus make their services or products better than before
  • Talk about being an apple of somebody’s eyes, well TensorFlow quickly became one for almost all the industry biggies including LinkedIn, Twitter, PayPal to name a few
  • Tensor Flow’s use cases – sentiment analysis, object, and video detection, including image and speech recognition

These were the reasons why TensorFlow 1.0 became such a hit with deep learning enthusiasts. However, there were some loopholes in this renowned open-source ML library, which usually made AI Engineers turn toward other high-level options like PyTorch and Keras.

So again what is the difference between the two?

According to the TensorFlow team, there is no battle between the two versions as TensorFlow 2.0 is an updated version of TensorFlow 2.0.

The makers of TensorFlow have worked diligently on all the drawbacks of TensorFlow 1.0. They had liaised with AI engineers and deep learning enthusiasts to understand the problem areas and then went to work on them. Result: TensorFlow 2.0 – a smarter, a better, and definitely an easier version of TensorFlow 1.0.

Since TensorFlow 1.0 was significantly difficult to understand thus complex to use, the updated version i.e. TensorFlow 2.0 was comparatively easier and simpler.

The real picture behind the up-gradation of TensorFlow 1.0!

The exhausting code of TensorFlow baffled both AI experts and deep learning beginners.

Reason: the coding logic being entirely different from the other available libraries. Result: Other higher-level packages like Keras and Pytorch gained popularity.

Interestingly, both Keras and TensorFlow are open-source and though in 2017 Keras was incorporated into TensorFlow, TensorFlow was losing its popularity at the top speed.

However, when TensorFlow 2.0 came into the picture in 2019 things begin to change for this open-source ML library. It was the new avatar of old TensorFlow with some of the features intact and others simplified – old wine in a new bottle – was what came to the minds of AI engineers around the world.

So what was changed or tweaked?

Here’s what happened!

As mentioned earlier, the difficulty to understand the coding of TensorFlow was baffling deep learning enthusiasts, so the makers simplified the coding process.

Was it that easy?

Well, not really! There were other aspects as well.

One of the reasons TensorFlow 2.0 is better than its previous version is that the developers instead of creating their own high-level syntax borrowed it from Keras. Yes, the result was – the versatility of Tensorflow 1.0 and Keras’ simplicity.

Now, that it is clear why TensorFlow 2.0 is a better version of its older self, let’s have a look at some of the major differences between the two.

  • TensorFlow 2.0 has Keras as its high-level API – easier for beginners to start with TensorFlow
  • TensorFlow 2.0 is compatible with the entire TensorFlow ecosystem —  TensorFlow Lite, TensorFlow.js, and TensorFlow Extended to name a few
  • In the current version, APIs have either moved or have been replaced with their updated versions
  • TensorFlow 2.0 is for both experts and beginners and offers an amazing experience for advanced level users.

With all these upgradation it is not surprising that TensorFlow 2.0 has replaced its previous version and became popular with both beginners and experts as well.

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Top Data Science Certifications for Career Growth in 2021



Data Science Certifications for Career Growth in 2021
Data science certifications can speed up career growth and increase chances of promotion. Find out the best data science certifications in the industry.

Data science is a top career choice among fresh graduates. It is one of those careers that keeps itself upgrading every day, meaning if you want to keep yourself employable you will need to keep learning and broadening your skill set. Data science is consistently evolving, and surviving the competition is essential. Taking certifications is one way to keep yourself updated about the domain.

Certifications are steadily becoming a requirement for employers. According to a CompTIA report, nearly 72% of employers now consider IT certifications as a requirement for jobs.

Additionally, data science certifications can boost your salary and increases your chances of promotion. Here are a few other benefits of data science certifications.

  1. Show skills and knowledge

Data science is a practical and highly result–oriented field. Data science certifications test your proficiency by several ways, including capstone projects. Thus, taking a certification shows the skills and knowledge to potential employers. According to the CompTIA report, 89% of employers believe that IT-certified staff performs better than non-certified staff in the same role.

  1. Remain competitive

Being a certified candidate adds extra credibility to your profile and it differentiates you from other competitors during the interview process. Having a certification is a significant advantage compared to those who do not have a certification.

  1. Update your knowledge

Certification preparation requires you to study books, solve problems, and work on practical real-life problems. In this process, you increase your knowledge and expand your skillset. Further, completing online modules will update your skills and knowledge.

  1. Increases your chance of promotion

Taking a certification proves to employers that you are a responsible employee and are passionate about your career. If you are looking to get promoted, take a high –level certification that proves your competence for the role. This will convince your employer that you are ready for a senior and more responsible role, thereby increasing your chances for promotion. CompTIA reports reveals that 90% of employers feel that certified candidates are more likely to get promoted than non-certified candidates.

  1. Get a salary hike

According to Global Knowledge 2019 IT and salary report, certified professionals earn nearly 9% more than non-certified professionals. In a nutshell, the likelihood of getting more salary increases immensely for certified professionals.

  1. Job retention

The pandemic has taught us that all jobs are precarious. A certification proves that you are continuously updating your skills to keep yourself employable. Employers want to keep employees who can deliver more in less. A certification equips you with enough skills to deliver consistently, thus making you a priced asset for your company.

 High –value Global Data science certifications for 2021  

  1. Cloudera Certified Data Scientist

Cloudera is a global leader in providing enterprise–grade big data analytics tools. Certified Data Scientist certification equips candidates with a comprehensive understanding of using Cloudera platforms for big data analytics and the Hadoop ecosystem. Cloudera Certified Data Scientist is a global and one of the best data science certification available in the industry.

  1. ABDA (Associate Big Data Analyst)

This is an entry-level data science certification for data science aspirants. The certification equips you with the fundamentals of data science and some widely used tools including Hive, Pig, Spark, and Hadoop. If you’re a graduating student or a fresh graduate, ABDE will pave way for a rewarding data science career. ABDA is a third-party vendor-neutral certification offered by DASCA (Data Science Council of America).

ABDA will be highly beneficial for graduating students from any of the following disciplines- economics, engineering, finance, statistics, and computer science. ABDA is one of the best data science certifications for aspirants looking to embark on a rewarding big data career.

  1. SBDE (Senior Big Data Analyst)

This is a mid-level certification offered by DASCA. If you’re a software engineer with at least one year of experience in a data-related role, SBDA will pave way for a rewarding career in big data analytics. Taking SBDA will help you gain knowledge of using the Hadoop ecosystem for data analytics.  You will also gain a deep understanding of using R and Python for analysis and machine learning applications. SBDA is a third–party and vendor-neutral certification.

SBDA is suitable for people from all sorts of backgrounds but most effective for people with a background in engineering, programming, computer science, mathematics, economics, or finance.  If you’re a working professional looking to learn data science, SBDA is the best online data science certification you can take.

  1. SAS Certified Data Scientist

This data science certification is offered by SAS, a leading provider of statistical modeling tools. The certification tests the candidate’s proficiency in using SAA and other open-source tools to deliver business goals.

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Important artificial intelligence technology in 2020 cars




Important artificial intelligence technology in 2020 cars

We all know how adoption the car industry is when it comes to new technology and the evolution of the automotive industry speaks itself. The discovery of electric ignition, car radio, air conditioning, etc. has changed this industry a lot. However, for now, artificial intelligence dominates this industry and automotive company partners work to revolutionize this industry to other levels.

Self-driving cars and artificial intelligence are important topics if we talk about modern car technology. Car manufacturers use AI concepts and techniques to make progress in making cars. AI is not only used to implement exclusive concepts for safety and security purposes but also work through robots for car manufacturing purposes. Many countries like the United States, UAE, etc. are the first to use this technology.

On this blog, we will discuss 5 the top-made intelligence technology in the car industry. In addition, if you are looking for a car company, select Rentalsue to utilize professional and affordable services.


Machine learning

Most people combine the concept of AI and engine learning. But, this is a type of AI where the machine owns itself by analyzing and monitoring things that happen around it. AI was developed as a result of scientific experiments and when applied to different devices, they began to think and act as humans.

This is basically part of artificial intelligence. The concept of artificial intelligence is used to carry out tasks in a much smarter way. While machine learning uses data provided and start learning yourself. Toyota has used these concepts to create very responsive and smart cars.

Learn in depth

To implement the concept of machine learning, deep learning is used. This concept is used to break the task so that it can be managed easily. The DL concept learns and starts to imitate activities in our brain neuron layers. In the car industry, the concepts are used to help self-driving aid systems and cars. It not only helps in manufacturing but also helps after service and sales. Recently, Bosch and Nvidia work together to provide the best cars in the future with the concept of modern AI.

Internet for all

We all know what IoT and how it dominates many industries including the automotive industry. It has made an indelible sign and even will be stronger in the coming years. New cars produced from many exotic brands have different new things that are attached to them such as smart sensors, geographical-analytical abilities, and high connectivity applications.

With IoT implementation, vehicle owners can enjoy many features such as updates, services, or over-the-water software repair schedules. Through software, manufacturers will be able to fix certain problems. In addition, advanced manufacturing quality is possible through the IoT process.

Other cognitive abilities

Self-driving cars will continue to sail on a walk in various countries in the near future. Although, many companies still work on this concept to make it 100% successful. We will watch many autonomous cars but also large trucks and buses immediately. All of this becomes possible by taking further steps with cognitive analysis that mimics human actions.

Cognitive concepts work like humans and then interpret different real life situations. To do that, understanding messy and unstructured data is very important. These concepts will then help respond naturally according to the situation. BMW now partnered with IBM to add this function to the car. Cars will be able to connect with each other in the future.

Infotainment system.

AI tends to change the vehicle infotainment system is very large. It also increases demand for hard-quality hardware and software so they will be compatible for use with artificial intelligence. In this domain, we can expect a large surge in various departments such as eye tracking, recognition, recognition of movement and behavior, and a natural language database.

This concept will not stop here but will be able to consider drivers, fusion machine sensors, control units, and radar-based detection. For now, some infotainment machines have been implemented in cars to monitor and act in accordance with data collected from cloud-based neural networks. In the future, the same concept will be used to carry out various types of advanced tasks.

Last thought

Making mainstream artificial intelligence is not only about making the AI ​​system more general but also about the availability of AI tools for everyone. The main concept behind all cars driven by technology to make your car safer and comfortable to use. In the future, these concepts will also help reduce road accident ratios. In addition, cars in Dubai, the United States, and several other countries will soon use a car driven by technology.

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Neuromorphic Chips & Quantum Computing: Advancements in AI



Neuromorphic Chips & Quantum Computing: Advancements in AI
Neuromorphic chips are among the most advanced elements that are being used to enhance the modern-day computing speed. It’s basically next-level AI.

Traditional computers have already seen their prime, and the time has come for the advent of super-fast quantum computers. The need to improve computing power had been a long-sought goal, and with the introduction of AI-powered neuromorphic chips, the time is not too far when we will see tiny computers operating at lightning speeds in the near future.

Such smart computer chips are equipped with the latest architecture that improves the processing speed and computational power by manifolds. Moore’s law says that there are fitted double the number of transistors in an integrated circuit every two years while the price gets halved. Intel has recently announced the launch of its latest neuromorphic chip, namely Loihi, which signals the arrival of the third wave of AI (Artificial Intelligence).

Prospective Market Size for Neuromorphic Chips

Artificial intelligence chip

Artificial intelligence chip market size (worldwide) amid 2017 & 2027 (in billion USD)

Source: Statista

Amid the coronavirus-led market slowdown, the worldwide market for Neuromorphic Chips is currently valued at USD 2.3 billion in 2020 and is projected to soar to a whopping USD 10.4 billion by the year 2027, thereby registering an impressive CAGR of 24.2%. By the end of 2020, the US market size for neuromorphic chips is forecasted to be USD 682.1 million.

What are Neuromorphic Chips?

They are digitally-processed computer chips that constitute a neural network similar to a human brain. Neuromorphic chips constitute millions of neurons and the surrounding synapses that help them learn as they compute. These highly-advanced and disruptive computer chips are fully capable of manipulating data sourced by the sensors.

What’s Neuromorphic, or Quantum Computing

As per a Morgan Stanley study, while traditional computers are quite good at doing calculus, neuromorphic computers are comparatively much better at simulating molecules, optimization, identifying prime numbers, and sorting. And hence, they can open up a completely new horizon for modern-day computing.

Top 3 Business Applications of Neuromorphic Chips

The AI-powered super-advanced chips do provide for a number of commercial applications, that include low-power sensors, energy-efficient supercomputers, self-learning AI robots, and a lot more. The disruptive technology offers IT, service providers, a competitive edge in the markets by offering next-gen processing chips that are exponentially faster than the existing ones. Provided below are a few potential uses of the neuromorphic chips, across industry verticals:

#1 Enhancing the Processing Speeds of Smartphones

Equipped with AI capabilities, the neuromorphic chips are fast being preferred by smartphone manufacturers to optimize the processing speeds and computational powers. The technologically advanced chips help lessen the response times to connect with the cloud and serve as catalysts to creating a highly efficient processing platform.

Ultimately, with the adoption of neuromorphic chips, smartphone companies can help achieve much-desired capabilities such as reduced energy consumption, and increased battery life in smartphones. Additionally, these chips also help strengthen data security and privacy.

#2 Use in Contemporary Medical Advancements

Artificial Intelligence professionals in the medical world are leveraging the power of neuromorphic chips to help achieve the unachievable. The said chips are fast being adopted by surgeons and doctors to be used with varied kinds of medical devices, such as smart glasses, to significantly improve their usability.

#3 Huge Benefactor to the Fintech Sector

Fintech is one such industry that is benefitting heavily from the use of neuromorphic chips. At present, fintech professionals are busy leveraging AI to take smarter decisions relating to big investments in the financial markets. The mentioned AI chips possess the capability to fight the illegal activities and forgery deeds that take place in the finance trade markets much often. The technologically advanced computer chips can aid finance professionals in record tracking of monetary transactions, and providing evidence, in cases of digital forgeries.

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Top 3 Data Science Research Topics & WDSI Institutional Grants



Top 3 Data Science Research Topics & WDSI Institutional Grants
Data analytics is a booming industry creating ample of job opportunities for the youth. But, producing data science talent demands more institutional grants.

Serious efforts put into data science research is what will take humanity forward. That’s a fact that no one can question, given the unprecedented pace at which data is being utilized by businesses from across the industry verticals. In the current times, almost every kind of business is dependent on the availability of relevant data. The growth prospects of a firm in any sector in today’s time are directly dependent on how well it utilizes the data available to them. Even the disruptive technologies (AI, ML, Automation) of the 21st century, all of them, function on the availability of refined data.

Data created globally

Data created globally 2010-2024 (in zettabytes)

Source: Statista

When the dependence on data has grown up to this extent, it becomes mandatory to conduct extensive research in the said space so as to gain the optimal benefits that can be extracted out of the data science domain. For humans to grow, worldwide, they have to put in more effort in promoting and investing in data science research at the root level (college/university).

WDSI Institutional Grants Worth $300 Mn

WDSI (World Data Science Initiative) is a globally-relevant data science research initiative that is offering universities and colleges that impart data science education, subsidies worth USD 300 million. Colleges/universities across the globe can put in their applications by filling in the registration form online, on the WDSI’s official portal. The select college/universities will be offered subsidies on data science accreditation and their students will be provided with heavy discounts on the world’s most powerful third-party vendor-neutral data science certification developed and issued by DASCA (Data Science Council of America).

WDSI Institutional Grants

WDSI Worldwide Talent-Generation Targets

Source: WDSI Official Portal

The aim of the said data science initiative is to back the section of the global youth who is interested in pursuing a data science career. WDSI’s goal is to create a global talent pool of 250,000+ young individuals who will take the baton forward in the context of future data science growth & development. ‘Data Science Centres of Excellence’ will be set up inside the premises of a select few universities/colleges under the mentioned talent-nourishing futuristic initiative.

3 Data Science Research Areas That Demand Instant Investment

Biases in AI/ML Models, a Burning Issue

The AI/ML community has been alleged worldwide with accusations of biases related to training AI software and intelligent machines on data that is culture and gender-biased. It’s a known fact that all of the AL/ML models happen to be data-driven, that means the kind of data you feed to such models, the output comes out relative to that.

When data scientists and ML engineers devise an application that pertains to either NLP (natural language processing) or Machine Vision, the data sample used as input to train such intelligent applications, needs to be taken from multiple sources, and not just from one source. The issue with sourcing data from a single geographical location, or from the viewpoint of one gender, the biases emerge in the output concerning such applications. WDSI grants for universities can be seen as an initiative to counter such biases, as under the said program (advanced data science programs at Data Science Centres of Excellence), avoiding gender and cultural biases is promoted.

Ethical Use of Facial Recognition Technology

For years now, the use of facial recognition tech has been facing much heat worldwide. Companies as well as individuals, both have struggled to make use of the said tech in an ethical manner so as to limit the biases. In the US, the repercussions of the said tech have been huge. The use of facial recognition tech in matters of law enforcement and politics in the US has had been highly controversial, off late.

NLP Tech is the Future

Much research efforts need to be put into developing revolutionary NLP (Natural Language Processing) technology. Off late, NLP tech has seen tremendous growth and has positively affected the quality of human life. 2020 has already unveiled disruptive chatbots powered by NLP tech such as GPT-3 and BERT. In 2021, the said disruptive tech will be leveraged by companies worldwide as a form of strategic advantage. Even at present, in the AI/ML job listings worldwide, you will see NLP as a requisite skill.

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