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What is GitHub? How to start using the code hosting platform – Business Insider

If you're interested in software or software development, you've likely heard of GitHub.

For a coder, GitHub is akin to what Pinterest offers to an interior designer a place where a person goes not just to upload content, but also for creative inspiration and collaboration.

Here's what you need to know about GitHub and how it relates to coding.

GitHub is, fundamentally, a hosting platform for coders. The cloud-based service allows coders to effectively manage and maintain open-source programming projects while collaborating with others.

To understand how GitHub works, you have to have an understanding of "Git" and the idea of "version control" in relation to Git.

Git, started by Linux creator Linus Torvalds, is an open-source version control system that tracks changes in files over time.

Version control is an important system when it comes to coding. It enables coders to be nimble with programming, and allows for apps to constantly have new version releases, expansion to other platforms, and bug fixes, among other tracked changes.

Version control systems like Git help maintain the integrity and security of ever-evolving code by safeguarding modifications, and those revisions are then hosted by GitHub, or an alternative "repository" hosting service although GitHub is the most popular among developers.

This allows developers to easily collaborate, allowing them to download a new version of the software, make changes, and upload the newest revision. Every developer can see these new changes, download them, and contribute.

Among the sites that feature Git repositories which is the term used for where Git is stored, often shortened to "repo" GitHub is the most popular, and thus, has the most to offer collaboratively. Put simply, it's the standard for coders.

There are several features that have made GitHub so popular with developers.

If you're looking for a resource to maintain and share code, you can easily install Git and sign up for GitHub for free. Here's how to get started:

1. First, you'll need to install the Git version control system, which you can download for free. Follow the directions specific to the device you're using.

2. Next, you can create your GitHub account at GitHub.com. A free account will have some limitations, but gives you access to both public and private repositories.

3. With your free account, you can get started right away and create a repository by clicking Create a repository on the GitHub welcome page to start a new project.

From the same page, you can also select Start Learningto take an "Introduction to GitHub" course if you need more expertise before getting started with creating a repository.

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Increasing Government Resilience with Cloud-Based Disaster Recovery – GovTech

As state and local governments increasingly rely on cloud services, they have a responsibility to protect their data and ensure their systems are secure. This starts by understanding current practices and solutions are not always secure by default and developing best practices to mitigating new risks that may emerge in the future.

While many state and local governments are making progress to strengthen enterprise security, their efforts must focus not only on prevention, but also robust disaster recovery. By moving disaster recovery to the cloud, state and local governments can reduce time and lower cost to recovery while ensuring mission-critical applications and services are available when constituents need them most.

Last fall, ransomware on a web hosting provider forced the company to take its servers offline, causing several state and local government websites across the country to be inaccessible. The pandemic has also increased the threat landscape. Sixty-one percent of local governments have reported an increase in cyber threats since the beginning of the pandemic, according to recent research from the Center for Digital Government (CDG) and Amazon Web Services (AWS).

State and local government organizations can improve IT resilience with cloud-based disaster recovery while strengthening their overall security posture to combat ransomware threats.

Disaster recovery challenges in governmentState and local governments face several challenges when it comes to disaster recovery. Alex Berkov, manager of solutions architecture for CloudEndure Disaster Recovery, offered by AWS, a leading cloud-based disaster recovery and business continuity solution, says theres often confusion about what disaster recovery actually encompasses.

There is a lot of misconception around the difference between backup and disaster recovery. Often what customers call disaster recovery is actually backup, he says. State and local governments need to ensure security controls are also in place for backups as these backups can be impacted by ransomware.

Many organizations also cannot adequately test their environment, Berkov adds. They may not do frequent testing from their backups or they may rely on traditional disaster recovery solutions that require them to spend weekends in a physical data center to run tests. State and local agencies also might rely on a magnetic tape backup solution where they dump data out, back it up, and then save it on a physical tape.

All these processes are so labor- and time-intensive that organizations might only do them on an annual or infrequent basis, which leads to inadvertent security gaps. These security gaps are costly for government agencies and can lead them to pay ransom to help achieve business continuity for critical constituent services. In 2019, governments reported 163 ransomware events, with more than $1.8 million dollars in ransoms paid.2 In 2020, these figures only increased, as outside parties demanded an average payment of just over $570,000, with requested ransoms ranging from $2,500 to $5 million.

Garrett Pollard, a senior enterprise sales specialist for CloudEndure Disaster Recovery at AWS, says its critical for governments to have a comprehensive continuity strategy given ITs increasing value to the business.

IT supports so many different revenue streams that any downtime may pose a significant loss, Pollard says.

Its clear the traditional approach to disaster recovery doesnt give state and local governments the agility they need to quickly and effectively respond when security issues occur.

Optimizing operations with the cloudMoving disaster recovery to the cloud offers cost and operational benefits to state and local governments that can improve their resiliency.

With the cloud, agencies can access a cost-effective data storage solution for their backups instead of building their own solution on premises, says James Perry, solution architect security lead for WorldWide Public Sector, Education, and State and Local Government at AWS. Perry says with managed cloud services, state and local agencies can see more benefits. Cloud-based disaster recovery can also lower total cost of ownership.

Agencies can avoid performing the undifferentiated heavy lifting associated with racking and stacking equipment, hardware procurement processes, and so on, he says.

While agencies can save on technology costs, theres also the somewhat intangible costs associated with time to recovery. In 2020, state and local governments lost 773 days to downtime. In government, this could mean days, if not weeks, when constituent data is compromised or when constituent services and applications arent operating at their full capacity.

Moving to the cloud also allows agencies to take advantage of automation and reduce demands on IT staff. With the cloud, they gain access to advanced disaster recovery capabilities because cloud-based solutions can be more easily upgraded. Additionally, agencies can take advantage of artificial intelligence and machine learning capabilities to automate threat response.

It gives them the opportunity to focus the IT resources they have on more strategic initiatives, Perry says about cloud- based disaster recovery. Instead of them buying software, managing software inventories, and installing hardware, they can enhance their business applications and deliver value to citizens.

Berkov says moving disaster recovery to the cloud doesnt require massive IT effort for government agencies. Even those who operate in a largely on-premises or hybrid environment can seamlessly make this transition.

Its a very easy entry point for organizations that are either on-prem or hybrid, because it doesnt change how they operate their production infrastructure. They can maintain their production infrastructure, wherever it may be, and the solution can do all the replication, management, and orchestration of their resources, Berkov says.

Some organizations are already seeing improved operational impact from cloud-based disaster recovery. One state agency, for example, experienced a ransomware event that affected its entire on-premises infrastructure, including a database that contained all its employees password information. Backups for the agencys business-critical applications were also compromised during the event, leaving it without any backups from which to recover.

Rather than undergo a lengthy hardware procurement process and entirely rebuild its data center, the agency decided to shift its entire IT operation to the cloud. It was able to restore all of its mission-critical applications in a cloud environment in less than two weeks. The agency also has realized significant cost savings it is now running its IT operation at 40 percent of what it would cost to run it on premises.

Best practices for moving disaster recovery to the cloudDisaster recovery in the cloud addresses several key challenges for state and local agencies by providing a flexible, scalable solution that can reduce time and lower cost to recovery while helping to address budget constraints and minimize unintended security risks.

State and local agencies should consider the following as they transition to cloud-based disaster recovery and compare solutions.

Establish recovery time objectivesBefore a state or local agency enlists the services of a cloud provider, they should clearly map out and understand their disaster recovery needs, Pollard says.

Sit down and take a hard look at your business and establish what your recovery time objectives are for each application. Its a very common exercise where you take a step back, analyze the data, and see what the recovery times are so you can figure out which solution is the best fit, he says.

Plan for flexibility and scalabilityYou need to make sure the solution is effective not just for today, but can handle any future growth, Berkov says. The other thing you need to consider, particularly when it comes to ransomware, is the flexibility and insurance of having different recovery forms. That way, if you are hit by ransomware, your organization can go back to a previous point in time just as quickly as you can fail over.

He adds: The cloud really does, from a scalability perspective, give organizations the option to right-size their disaster recovery environment. You dont need to over- provision anything its scalable and its elastic you only use what you need.

Ensure data governance and compliance Whether an organization operates on premises or in the cloud, good data governance is critical to effective disaster recovery.

Its important for government organizations to have compliance across all of their workloads, which is why they should work with a cloud provider who has public sector expertise and a solid track record of managing these types of workloads.

Perry says some of the questions organizations should ask potential cloud providers include: How do you encrypt the data in transit? How do you encrypt it at rest? How can we make sure that only the right people have access to the data? Theyre [government agencies] often learning about how the cloud operates and all of the compliance benefits it provides. So, theres a learning process, and how to extend their governance processes, auditing, and monitoring [activities] to the cloud is part of that.

Test, test, testTesting is critical when it comes to disaster recovery.

You dont want to wait until an event happens before you test, Berkov says. The cloud opens up the ability for you to test on your own schedule at any time with really no impact. It also allows you to increase the frequency of those tests, so you can make sure that, as your environment changes, you can validate it and verify everything is running properly.

ConclusionFrom ransomware and malware to email phishing schemes and denial-of-service issues, security threats continue to impact state and local governments.

As these organizations try to build a more robust cybersecurity program, effective disaster recovery should be an integral component of their holistic cybersecurity strategy. The traditional approach to disaster recovery with backups from magnetic tape and a reliance on on-premises data centers can be costly and time consuming for state and local governments facing budget cuts and limited IT resources. Government organizations can leverage the cloud to modernize their disaster recovery program and make their IT operations more cost efficient. By doing so, they can improve business continuity and build their resilience.

The challenge state and local governments face is they often dont have IT staff or security experts to build disaster recovery processes internally and execute them in a consistent way on premises, Perry says. One of the greatest benefits of the cloud is that the services you need to combat ransomware whether its patch management, encryption, firewalls, or intrusion detection are provided as managed services in the cloud. Theyre integrated so you have a toolbox thats been built to work together to greatly simplify the IT complexities and challenges your organization faces.

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Frequent Disaster Recovery Testing Is Critical To Meeting Recovery Objectives, New iland Study Finds – GlobeNewswire

HOUSTON, June 29, 2021 (GLOBE NEWSWIRE) -- iland, a leading VMware-based provider for application hosting, data protection and disaster recovery services delivered on the iland Secure Cloud Platform, today released the findings of its research into organizations disaster recovery readiness. The study found that as organizations work diligently to support evolving business needs, while at the same time battling cybercrime and other threats to critical data, the majority of disaster recovery solutions are not tested on a regular basis. More importantly, as the IT estate changes over time, the survey indicated most disaster recovery solutions would not meet recovery objectives.

The research, When Plan B Goes Wrong: Avoiding the Pitfalls of DRaaS surveyed 150 technical and business decision makers from organizations drawn from a wide cross-section of U.S. enterprises, each employing a minimum of 500 people. The objectives of the research were to establish what DR systems organizations currently have in place, how often plans are tested and whether enterprises are confident in their ability to recover from disaster as swiftly and easily as possible.

Key findings include:

With the rise in remote work and the frequency and impact of cybercrime growing each year, having a comprehensive disaster recovery strategy in place is critical to ensure organizations can defend, protect and quickly recover from data loss, said Scott Sparvero, CEO at iland. As we found in our research, disaster recovery implementations are on the rise, but regular testing is falling behind. This means that as IT teams deploy new resources to support increasing workload requirements, the disaster recovery plan needs to be updated in kind. Regular testing can quickly uncover any potential disaster recovery shortfalls. Working with a DRaaS provider like iland gives enterprises confidence in their DR solution. Through planned testing intervals, iland ensures that organizations are ready to recover as swiftly and quickly as possible .

While many organizations have been slow to embrace the cloud and DRaaS, the study indicates that the pandemic is likely to be accelerating the transition given the increased focus on remote work and access, said Justin Augat, vice president of product marketing at iland. Enterprises that have not yet done so must give very serious thought to the status of disaster recovery in their organization, and find the right platform to meet expectations of business continuity. iland is proven to protect a customers critical applications, and provides tangible benefits such as real-time replication to an increasing number of businesses.

About iland

iland is a global cloud service provider of secure and compliant hosting for infrastructure (IaaS), disaster recovery (DRaaS) and backup as a service (BaaS). They are recognised by industry analysts as a leader in disaster recovery. The award-winning iland Secure Cloud Console natively combines deep layered security, predictive analytics and compliance to deliver unmatched visibility and ease of management for all of ilands cloud services. Headquartered in Houston, Texas and London, UK, and Sydney, Australia, iland delivers cloud services from its cloud regions throughout North America, Europe, Australia, and Asia. Learn more at http://www.iland.com.

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Google and Ericsson team up to help enterprises apply 5G in their operations – SiliconANGLE News

Google LLC today announced it has inked a partnership with Ericsson to develop new joint offerings that will help enterprises harness ultrafast 5G network connections in their technology projects.

Telecommunications providers worldwide are upgrading their networks to the 5G standard, which promises to enable connections up to 100 times faster than before. Those speedy connections allow enterprises to perform tasks that werent practical until now. Manufacturers, for example, can quickly upload sensor data from their equipment to the cloud for analysis and alert technicians to potential malfunctions in near real-time.

Google is building products that enable organizations apply 5G in their operations with less effort. As part of its strategy, the search giant has partnered with numerous telecommunications providers and tech firms worldwide to help bring its 5G products to more enterprises around the globe. The new partnership with Ericsson, one of the biggest players in the 5G ecosystem, marks a notable milestone in the effort.

Sweden-based Ericsson is a major supplier of networking equipment to the telecommunications sector. The company makes, among other products, hardware and software for building 5G networks. As part of the partnership announced today, Google will work with Ericsson to bring joint offerings to market that will combine their respective technologies to help enterprises use 5G more effectively.

The search giant shared a few early details about the effort this morning as the Mobile World Congress conference in Barcelona began its second day. The joint offerings, it said, will be built with the help of D15 Labs, a research and development center operated by Ericsson that has an on-premises 5G network for testing new technologies.

The companies say that theyve already completed functional onboarding of Ericsson 5G on Anthos to enable telco edge and on-premises use cases.

The telco edge is a term that describes an emerging business model whereby carriers lease some of their computing infrastructure to enterprises. A manufacturer, for example, may wish to run the monitoring application it uses to track the health of its factory equipment in close physical proximity to the factory. If a carrier has computing hardware available near the factory, it can make the infrastructure available to the manufacturer, which can in turn use it to host the monitoring application.

This approach is gaining traction because hosting workloads close to a companys assets reduces network latency and thereby speeds up processing. Google is targeting such edge telco use cases with its Anthos platform, which provides a kind of operating system for running applications at the edge of the network in proximity to enterprise assets. Anthos also supports other types of environments.

Google and Ericsson are exploring new ways of combining Anthos and 5G infrastructure not only at the latter firms D15 Labs center but also on a wireless network operated by Italian carrier TIM. The companies are using Googles cloud technology and Ericssons 5G gear for a pilot project focused on running enterprise applications at the edge of the network. The applications, the companies said, aim to help organizations in manufacturing, transportation and a number of other sectors improve operational efficiency.

Organizations have a tremendous opportunity to digitally transform their businesses with 5G and cloud capabilities like artificial intelligence and machine learning at the edge, said Google Cloud Chief Executive Officer Thomas Kurian.

We are holding our second cloud startup showcase on June 16.Click here to join the free and open Startup Showcase event.

TheCUBEis part of re:Invent, you know,you guys really are a part of the eventand we really appreciate your coming hereand I know people appreciate thecontent you create as well Andy Jassy

We really want to hear from you. Thanks for taking the time to read this post. Looking forward to seeing you at the event and in theCUBE Club.

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Ann Coulter

The Psychopathic Problem of the White Mind

How many of the worlds problems are caused by the pain of being an ugly woman?

Nikole Hannah-Jones Denied Tenure at University of North Carolina

SOMEONE SAID NO TO A LIBERAL BLACK WOMAN IN AMERICA; INDIGNATION ENSUES

Nikoles journalism, whether shes writing about school segregation or American history, has always been bold, unflinching and dedicated to telling uncomfortable truths that some people just dont want to hear

Anyone else have some uncomfortable truths that some people just dont want to hear?

Threats, videos and a recall: A California militia fuels civic revolt in a red county

Lets start our new country in Redding, CA, the second sunniest city in the U.S.!

How I Learned to Stop Worrying And Love the Lab-Leak Theory

Excellent exposition on the lab vs. wet market dispute by the now famous former NYT science reporter,Donald G. McNeil Jr.

My colleagues who cover national security were being assured by their Trump administration sources albeit anonymously and with no hard evidence that itwasa lab leak and the Chinese were covering it up. We science reporters were hearing from virologists and zoologists on the record and in great detail that the odds were overwhelming that it wasnot a lab leak but an animal spillover.

Trump ends blog after 29 days, infuriated by measly readership

Too bad he didnt do something about social media censorship when he was president and his supporters were being deplatformed, shadow-banned, demonetized and suspended.

Sometimes it seemed like he only cared about himself.

At First Quietly, Then Much Less Quietly

Social justice warriors are advocating two completely different definitions of nonviolenceone for nonwhites, for whom nonviolence can totally include violence, and one for whites, for whom nonviolence means absolute, complete passivity even in the face of a monster like Winston Moseley [Kitty Genoveses murderer].

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Ann Coulter: Why Is Ancestry.com Protecting White Serial …

This week, the New York Times reported on newlawsin Maryland and Montana that restrict law enforcements use of genealogy databases to catch serial killers. (Maryland I can understand, but Montana? Has someone kidnapped Gov. Greg Gianforte?)

Some of the largest DNA databases Ancestry, 23andMe, and Helix already refuse to share their databases with the police without a court order.

Im sorry, but why? What is their argument? Ancestry doesnt want to lose the business of skittish serial killers?

Everyone agrees that these pro-criminal rules were a direct response to the controversy of law enforcement catching the Golden State Killer in 2018.

Yes, its apparentlycontroversialthat the monster who terrorized California for decades, killing at least 13 people and raping dozens of women, was finally captured with 100 percent accuracy thanks to brilliant detective work and the miracle of DNA.

Sheriffs investigator Paul Holes and FBI lawyer Steve Kramer created a fakeprofileon GEDmatch using DNA from a rape kit of one of the Golden State Killers victims. This produced distant relatives of the rapist, allowing them to build a family tree, leading to Joseph James DeAngelo, then living in a Sacramento suburb. Officers began surveilling DeAngelo, collected his DNA from a car door and discarded tissue and bingo! it matched the Golden State Killers semen sample.

My entire life Ive had to listen to liberals wail about all the innocent people on death row. They pretended to be against murder, just deeply horrified by the idea that we might execute the wrong man.

Now we have the technology to make identifications that are infallible and liberals say we cant use it because of their concern about maintaining the serial killers privacy.

As put by TheHill since you wont believe me otherwise:

Questions intensifiedafter law enforcement officials in California used an ancestry database to help identify the Golden State Killer, a serial killer and rapist who eluded authorities for decades. [emphasis added]

Yeah, that sucks. The whiteex-cop catch that, #BLM? who tortured and raped women while their partners were forced to listen in the next room, then made obscene phone calls to his victims, was finally captured after a 40-year search, whereupon: Questions intensified.

WHAT QUESTIONS? My only questions are:

1) When are the triumphant awards dinners?; and

2) Will #BLM be taking the side of a white cop in this one case?

The Hill continued:

Following thecontroversy[of catching a serial killer for liberals, thats controversial], the largest ancestry companies said they wouldnt allow police to access their databases without a warrant. [emphasis added]

What on earth, Ancestry? Its more important that the ACLU likes you than that a majority of Americans do?

How about taking a poll of your members?Should we allow law enforcement to submit DNA into our database to solve rapes and murders without the necessity of obtaining a court order first?

Yes would be a 90 percent winner, and the other 10 percent would be ACLU types suddenly signing up just to vote. Even criminals would say,Yeah, for a killer, sure, thats fine.Only a few law professors and, of course, the Times Charles Blow, would be against it, which is formidable competition, but I still think we can win this baby!

The objections to allowing police access to genealogical websites consist of vague invocations of privacy. University of Maryland law professor Natalie Ram, for example, told the Times that law enforcements use of genealogical databases was chilling, concerning and privacy-invasive.

Many people find serial killers breaking into their homes, tying them up, and raping them to be chilling, concerning and privacy-invasive, so we seem to be at an impasse.

As with the Golden State Killer, the majority of criminals captured through these databases are going to be white. (Good news for Forensic Files!) Dont be fooled by Ancestrys woke television ads: The vast majority of their members are white. Israeli researchers estimate that they can identify relatives for60 percentof all the Americans of European descent in their database.

Is Ancestry trying to protect white killers? Theyre OK with innocent black men being arrested, while the actual white murderers remain hidden in their database? Have we finally found the beating heart of white supremacy in America?

Or are they just sniveling cowards? Let me guess: Some small group of fanatics wrote a bunch of letters to Ancestry and law enforcement didnt.

OK, lets add up the letters 28 from law professors who oppose allowing law enforcement to use our databases, and no letters in support.

[Ancestry wets pants.]

Law enforcement officers wouldnt be scrolling through personal genetic information. Indeed, they cant view information about specific individuals at all. They submit a DNA profile and, if theres a match to a criminal, an alarm goes off. Nothing comes back unless theres a hit.

Theres an easy solution to any privacy concerns. If you dont want the police finding you through a genealogical database, dont leave your DNA at acrime scene.

But some jackassDemocraticlobbyist formed theCoalitionfor Genetic Data Protection and bullied Ancestry, 23andMe, and Helix into withholding their databases from law enforcement without a warrant, adding a pointless obstacle to bringing killers to justice.

Steve Haro, executive director of the coalition:Hey, congratulate me! I just hamstrung the police in their ability to catch the provably guilty!

If Democrats really gave a crap about privacy, how about a coalition to prevent businesses from selling our names and addresses to third parties? How about prohibiting Google, Facebook, and Apple from spying on us? Can we start there, rather than blocking law enforcement from using genealogical websites to catch criminals with 100 percent, absolute, dead-on accuracy?

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Ann Coulter wiki, affair, married, Lesbian with age …

What is Ann Coulter marital status ? ( married,single, in relation or divorce):SingleHow many children does Ann Coulter have ? (name):0 Children Is Ann Coulter having any relationship affair ?:Yes7 affairIs Ann Coulter Lesbian ? Don't Know

Ann Hart Coulter is an American conservative social as well as a political commentator, lawyer, syndicated columnist and also a writer. Frequently she appears on radio, television and also as a speaker at public and private events. Her father John Vincent Coulter was an FBI agent and her mother Nell Husbands Coulter was a native of Paducah. In 1984 she had completed her graduation from Cornell with B.A in history.

She has never been married nor has any children. But she has been engaged several times. She had dated many guys. She had dated a founder as well as a publisher and a conservative writer. After that she began dating a former president of the New York City Council. Besides her affairs she likes to study books. She also likes music.

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Future Prospects of Data Science with Growing Technologies – Analytics Insight

Data science in simple words means the study of data. It entails developing methods of recording, storing, and analyzing data to successfully bring out useful information. Data Science put together and make use of several statistical procedures. The procedures cover data modeling, data transformations, machine learning, statistical operations including descriptive and inferential statistics. For all data scientists statistics is the primary asset.

With the biggest innovation of the time, that is a cryptocurrency, the demands for controlling data online have become a crucial challenge. Various techniques are put forward by Data Science to identify a group of people and providing them with the best possible security from fraud activities.

However, the application of data science is not just concerned with one field rather its application disseminated across various sectors.

Healthcare sector- The biggest application of Data Science is in healthcare. The accessibility of large datasets of patients can be used to build a Data Science approach to identify the diseases at a very early stage. Healthcare is one of the biggest sectors for providing opportunities for the professional who can use their medical expertise with Data Science and provide immediate help to the suffering patients.

Arms and Weapons- Data Science can help in building various automated solutions to identify any attack at a very early stage. Other than that Data Science can help in constructing automated weapons that will be smart enough to identify when to fire and when not to.

Banking and Finance- Data Science in the Banking and Finance sector can be used in managing the money effectively to invest in the right places based on Data Science predictions for best results.

Other than the above sectors Data Science is also applied in Automobile Industry like self-driving cars, Fixed destination cabs as well as in Power and Energy. Data Science can predict the maximum safest potential and can help in building AI bots that can easily handle enormous power sources.

The implementation of Data Science cannot be ignored as it is already in action in the present stage. When you look for something in Myntra or Flipkart and then you get similar recommendations or similar advertisements for whatever you have searched on the internet is all about Data Science. The whole world is operated by Data Science. For every single search in Google, the process of data science is activated.

The future of data science is growing. According to Cloud Vendor Domo even when a person accounts for the Earths entire population, the average person is expected to generate 1.7 megabytes of data per second by the end of 2020.

An overreaching motif today and moving ahead, big data is assured to play an authoritative role in the future. Data will stipulate modern health care, finance, business management, marketing, government, energy, and manufacturing. The scale of big data is truly staggering as it has already entwined itself in the fundamental aspect of business as well as personal life.

Like almost all businesses prime concern is tech, there is a high possibility of the growth of data science jobs.

Artificial Intelligence is the most impactful technology among others that data scientists will run up into. Today Ai is already refining the business operations and assures to be a major trend in the near future. The applications of AI in todays world have driven the adoption of other AI applications such as machine learning, deep learning and this will lead the way as the future of data science. Machine learning is the aptitude of statistical models to develop the capabilities and improve the performance with time in the absence of programmed instructions. This principle can be seen in the chess machine that is developed by Googles DeepMind unit the AlphaZero. The AlphaZero improves on its other computerized chess-playing peers in the absence of instructions is an example of how it learns from its movements to reach the most desired outcome.

As a greater number of businesses are merging with AI and data-based technologies at a high rate there is a need for a greater number of data scientists to help guide the initiatives.

Data science is a leviathan pool of multiple data operations that include statistics and machine learning. Machine Learning algorithms are very much dependent on data. Therefore, machine learning is the primary contributor to the future of data science. In particular data science covers the areas like Data Integration, Distributed Architecture, Automating Machine learning, Data Visualisation, Dashboards and BI, Data Engineering, Deployment in production mode, Automated, data-driven decisions.

While IT-focused jobs have been all the rage over the last two decades the rate of growth in the sector has been projected to be about 13% by the Bureau of Labor Statistics. It is still higher than the average rate of growth for all other sectors. However, data science has seen an explosive growth of over 650% since 2012 based on an analysis done on LinkedIn. The role of a Data Scientist has projected forward to one of the most in-demand jobs and ranks second to machine learning engineer- which is a job that is adjacent to a data scientist.

In the upcoming time, Data Scientists will have the ability to take on areas that are business-critical as well as several complex challenges. This will facilitate the businesses to make exponential leaps in the future. Companies in the present are facing a huge shortage of data scientists. However, this is set to change in the future.

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Jordan Peterson Preaches the Practical Value of a Faith He Doesn’t Have: Hope Is the Missing Link – National Catholic Register

Beyond Order

12 More Rules for Life

By Jordan Peterson

Penguin, 2021

432 pages, $29

To order: amazon.com

During an April 2021 podcast with Los Angeles Auxiliary Bishop Robert Barron entitled, Christianity and the Modern World, Jordan Peterson marked the striking exodus of many young Catholics from their cradle faith and offered his own diagnosis of the problem: The Church did not ask enough of them, and so it had failed to make the adventure of faith challenging and thus appealing.

Bishop Barron took Petersons judgment seriously. Afterall, the best-selling author of 12 Rules for Life: An Antidote to Chaos (5 million copies sold in English and translated into 50 languages) has attracted a vast global audience by exhorting his youthful followers to embrace responsibility, resist a culture of victimization, and engage with faith traditions and classic texts that uphold inconvenient moral truths.

Some parts of 12 Rules for Life are the stuff of self-help literature (Stand Up Straight with Your Shoulders Back). Others are rather whimsical (Do Not Bother Children While They Are Skateboarding). And a few are profoundly anti-woke (Set Your House in Order Before You Criticize the World).

Taken as a whole, they reflect the authors belief that many young adults who have failed to launch did not receive a strong practical or philosophical framework from their families and schools and are in desperate need of help.

Bishop Barron, reviewing the Churchs mixed record of catechetical and moral formation, agreed that Catholic lite had failed to tap the imagination and idealism of the next generation. In contrast, he said, the Canadian psychologist had a particular gift for biblical exegesis, bringing the Old and New Testament stories to life in a way that spoke to millennials.

Petersons new book, Beyond Order: 12 More Rules for Life, returns to the familiar terrain of his first best-seller. But chapters that address the interplay of order and chaos are less structured and punctuated by digressions and occasional banalities. Likewise, readers who savored the authors fresh, illuminating interpretation of Bible stories in 12 Rules for Life may be disappointed with his treatment of the text less memorable this time around.

Nevertheless, Beyond Order offers timely principles for readers who are just emerging from a pandemic that cost lives and livelihoods, stirring fear and alienation.

In the wake of violent political protests and the random vandalization of public statues commemorating historic figures, Rule I: Do not carelessly denigrate social institutions or creative achievements and Rule XII: Be grateful in spite of your suffering bookend this spirited defense of organized religion, democratic practices and plain common sense.

Like many other conservative public intellectuals, Peterson believes that the decline of organized religion has made totalizing ideologies more appealing. Readers are warned to be wary of this path (Rule VI: Abandon Ideology). And those seeking an integrated vision of life are directed to the worlds great faiths as a starting point.

The core idea is this: subjugate yourself voluntarily to a set of socially determined rules those with some tradition in their formulation and a unity that transcends the rules will emerge, he writes. That unity constitutes what you could be if you concentrate on a particular goal and see it through.

A related theme in Petersons arsenal is the moral and curative power of gratitude.

This virtue has deep spiritual roots, and the author turns to the Bibles seminal account of Gods creation of the world, observing that the goodness of creation reflected the fact that Truth, Courage, and Love were united in his creative action. Thus there is an ethical claim deeply embedded in the Genesis account of creation: Everything that emerges from the realm of possibility in the act of creation (arguably either divine or human) is good insofar as the motive for its creation is good. I do not believe there is a more daring argument in all of philosophy or in theology than this: To believe this, to act it out, is the fundamental act of faith.

But as an experienced therapist, Peterson also knows that childhood trauma, or some other brush with adversity or injustice, can destroy a persons belief in the essential goodness of the Creator, and by extension faith-based values and institutions. For this reason, many of his readers must consciously nurture an appreciation for what they have received.

Shockingly, the author is counseling gratitude at the very time that Americas racial reckoning has badly damaged the moral credibility of its social and political order. Nevertheless, he believes that gratitude is an essential element of human flourishing and posits it as a precondition for fruitful reform, at both the personal and societal level, with the example of Jesus Christ (I have not come to abolish the law but to fulfill it) as a model for emulation. To be clear: This is not a blind, nave endorsement of tradition. Rather, his argument is grounded in a highly realistic approach fully alive to both the stubborn existence of sin in the world and the tragic outcome of atheistic systems that sought and failed to eradicate it.

Beyond Orders most distinctive contribution, however, arises from the authors expertise as a clinical psychologist.

In several fascinating case studies of former patients, he shows how the particularly modern problem of overly protective parents leaves their adult children ill-equipped to navigate tough times and call out bad acters. Another chapter examines the hold that inaccurate and unexamined memories can have over our present-day choices and relationships. We must recollect ourselves or suffer in direct proportion to our ignorance and avoidance, he writes.

Compared with the more basic guidance of 12 Rules for Life, which famously admonished readers to make their bed every day, Beyond Order is an attempt to nudge readers to the next level. Now that they have achieved a measure of stability, with a job and a relationship, how do they hold onto both while continuing to learn and grow? Much of his guidance has a practical bent (Rule II: Imagine who you can be and then aim single-mindedly at that or Rule VII: Work as hard as you possibly can on one thing and see what happens).

More broadly, Petersons work is driven by a deeply personal quest to unlock the mysteries at the very core of the Churchs response to the human condition: the meaning of suffering, Gods toleration of evil in the world, and Christs redemptive act on the cross.

The father of a beloved daughter diagnosed in her childhood with a painful debilitating condition, he spent two decades at her side during almost 20 surgeries. This grueling trial is surely a key to Petersons appeal, for his firsthand experience with suffering gives his voice real authenticity and makes his tough-love solutions more palatable.

During the three years since 12 Rules for Life became an international best-seller, Peterson has suffered through many more trials. In the Overture of Beyond Order, he describes the cascading series of medical and psychological crises, including an addiction to the sedative benzodiazepine, that resulted in his physical collapse. He has since regained his health, but recent YouTube videos reveal that his characteristically gaunt face has aged significantly during this period.

The authors deteriorating condition had been global news, so the revelations in the Overture will not come as a shock to his supporters. But his predicament points to the enormous burden this curious modern prophet carries on his shoulders as he goes against the grain of contemporary mores and touches millions of lives in the process.

Peterson preaches the practical and psychological value of faith, but he does not have it, and thus he is cut off from this wellspring of hope. Many of his Catholic friends, including, no doubt, Bishop Barron, are prepared to accompany him on his idiosyncratic pilgrimage.

But the weight of the responsibility he carries should also provoke deep soul-searching among Church leaders and educators. Why are his efforts so necessary and urgent? And why have so many Catholic pastors, teachers and parents failed to make the faith matter in the lives of young Catholics?

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Jordan Peterson Preaches the Practical Value of a Faith He Doesn't Have: Hope Is the Missing Link - National Catholic Register

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Bill Maher may be the only person who can save the left from itself – New York Post

One day in 2019 while sitting in my LA home, I received a call from a familiar voice who said Bill could meet us at the Polo Lounge on Friday after his show.

Bill, who? I asked.

Bill Maher, responded Ann Coulter. Remember our discussion earlier in the week?

I had forgotten she mentioned us having dinner with him.

As we waited for Maher to arrive, I already felt a rush of excitement from the robust conversation I knew we would have. And robust it was. If you could have been a fly on the wall and heard this conversation, you may have been shocked to learn how reasonable Maher is on some issues.

I know what you are probably thinking: Bill Maher is reasonable?

After all, this is the guy who has made a career of beating up on Republicans weekly, not to mention questioning values like faith in God.

Yet, despite all this, it appears Maher, host of HBOs Real Time with Bill Maher, has become the most prominent voice of reason on the left at a time when there doesnt seem to be many reasonable voices on the left at all.

Recently Maher spoke out against those who allege America has made no progress toward racial reconciliation. He used the term progressophobia, calling it a brain disorder that strikes liberals and makes them incapable of recognizing progress. Its like situational blindness, only what you cant see is that your dorm in 2021 is better than the South before the Civil War.

Maher is absolutely correct. The notion that America has made no progress toward a more perfect union is an absurd, false narrative. Yet the left, especially the Democratic Party, continues to push this poison on the American people. It seems the Democrats would, contrary to their rhetoric, rather keep the lie going to lock in a permanent base of African-American voters than tell the truth and seek national unity.

I discuss such hypocrisy of the Democratic Party regarding race in America with NFL Super Bowl winner and Republican Rep. Burgess Owens on a recent episode of my podcast, Outloud with Gianno Caldwell.

In his important diatribe against progressivism run amok, Maher even goes after fellow comedian Kevin Hart, who is arguably the biggest star in the business.

Theres a recurrent theme on the far left that things have never been worse! Maher exclaimed. Kevin Hart expressed a view many hold when he told the New York Times, Youre witnessing white power and white privilege at an all-time high.

This is one of the big problems with wokeness, Maher continued, that what you say doesnt have to make sense or jive with the facts or even be challenged lest the challenge be conflated with racism.

This wasnt the first time Maher attacked his own side. Back in April, Maher shocked people when he defended Florida Gov. Ron DeSantis, a Republican, from the media and the Democratic Party. In a segment on his HBO talk show, Maher said DeSantis is a voracious consumer of the scientific literature who got it right on COVID.

And maybe thats why he protected his most vulnerable population, the elderly, way better than did the governor of New York, Maher added, knocking New Yorks Democratic governor, Andrew Cuomo. Those are just facts; I know its irresponsible of me to say them.

Maher may be a staunch liberal, but hes a voice of reason on the left, unafraid to call out wokeness run amok. If the above moments dont convince you, check out his take on progressives push for free college.

I know that free college is a left-wing thing, but is it really liberal for someone who doesnt go to college and makes less money to pay for people who do go and make more? Maher asked. Especially since colleges have turned into giant luxury day care centers with overpaid babysitters anxious to indulge every student whim.

You may wonder why Maher has taken such a turn against his party and the media. Heres one answer: Hes staunchly politically incorrect. Indeed, in an interview with Jordan Peterson, Maher said political correctness is the elevation of sensitivity over truth. Hes right again.

I hope the left is listening, because Maher seems to be the only major voice on the left that still believes in common sense on several issues even in the face of cancel culture, which he rightly views as ridiculous and stupid.

Last weekend Maher made another excellent point about director Lin-Manuel Miranda. Miranda, who is of Puerto Rican heritage, was slammed on Twitter because the cast of his movie, In the Heights, about the Washington Heights area of New York City, did not represent the Afro-Latinx community. After Miranda issued a long, agonized apology, Maher clapped back: Youre the guy who made the founding fathers black and Hispanic! I dont think you have to apologize to Twitter. Maher said he doesnt think Miranda really believes an apology is in order but he just wants to avoid the news cycle, and I dont blame him, adding, This is why people hate Democrats; Its cringey. Once again, Maher couldnt be more correct in his assertion.

To be clear, Maher gets it wrong plenty of times, from Russiagate to his criticism of Sen. Joe Manchin, who is apparently the only Democrat in the Senate who believes bipartisanship should be more than a talking point.

But looking at the big picture, I have concluded that Bill Maher is the only person who can save the left from itself. Whether Democrats heed Mahers warnings or continue their descent into woke madness remains an open question.

Gianno Caldwell is a Fox News Political Analyst and the author of Taken for Granted: How Conservatism Can Win Back the Americans That Liberalism Failed (Crown Forum), out now.

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Bill Maher may be the only person who can save the left from itself - New York Post

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