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Which is a bigger domain in data science: AI or Data Analytics?

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Artificial Intelligence courses in Delhi provide a very lucrative avenue for all data science professionals looking to build their careers in the fastest growing technology domains. AI versus data analytics remains the most defining battleground for top companies looking to tap the best talent. The game is equally challenging for professionals passing from the AI and data science courses in Bangalore and Delhi. Let’s understand the ecosystem in a better way.

Data science has suddenly emerged as one of the biggest job markets in the world, employing close to 20 million people. As per LinkedIn, 20 percent of the job titles in data science have arrived only in the last 10 years. This has more to do with the rise of two major technologies in the data science world. These are Artificial Intelligence (AI) and Data Analytics. Out of these two, AI seemingly attracts more professionals to its lucrative marketplace. However, when it comes to the sheer size of the market in terms of revenues, the number of companies, and the volume of investments coming in, AI and data analytics are neck to neck. And, in 2022, the competition for the coveted top title in data science has only got stiffer. In this article, we will highlight the remarkable distinction between AI and the data analytics marketplace and how these two compare against the rest of the data science domains.

How big is the AI world?

AI is a very market for investors and technology companies. Despite the slow down in the economy and cost cutting affecting a majority of the IT businesses, of which AI is also a part, market research pegs the AI industry at 1000 billion USD in revenue shares. By 2030, this would cross projections beyond $1500 Billion USD. Between 2020 and 2030, the growth of the AI market is speculated to be between 30% and 50%, which more or less depends on how many data scientists and AI engineers are hired from top AI courses across the world. Top AI hotbeds like San Francisco, Delhi, Bangalore, and Israel continue to attract investors and companies who keep delivering AI solutions one after another. 

How big is the data analytics market?

Compared to the AI world, data analytics is much smaller, at least if we compare the revenue shares and projections for the next 10-12 years. For instance, different market research companies position data analytics markets at $700 billion USD, almost growing at 15% annually. AI, which is a major contributor to the success of many existing data analytics platforms and business intelligence tools, obviously steals the thunder. In the same breadth, data analytics jobs comprise of 15% of AI roles that companies hire for, and these are mostly concentrated on Big Data, Data Engineering, Data Storage, and Data Visualization applications. AI majorly influences the business analytics market, and the investments in this domain largely depend on how companies that make SaaS and Cloud tools for users leverage AI and machine learning for their products. 

So, it is a fairly easy guess that AI overpowers the data analytics market in every way possible. But, wait — what about the jobs? Which domain provides more jobs to professionals in the current era?

After the US, India is the biggest data analytics job market for companies. Nearly 35 percent of the global workforce is hired from India into business analytics and data intelligence roles. And, by 2030, this volume could rise to 60%! In comparison, only 4% of the Indian workforce is working in AI companies, which are heavily dominated by professionals with Chinese, Israeli, and Russian backgrounds. In 2020, there were close to 650,000 different big data and data analytics jobs in the world, which sort of remained the same in the last 2 years. In comparison, there were only 50,000 AI and Machine learning jobs in the global market, of which less than 10% were ever fulfilled. The remaining were either revamped and rebranded to other job titles or outsourced to AI as a Solution provider that hired talents from data analytics markets. So, AI jobs are kind of dwarfed in front of the big data and business intelligence markets. If you are in the data science domain, you are more likely to get an interview call from a company that offers data analytics and business intelligence solutions, and not from a core AI company. 

With demand for AI talent peaking in 2022, a solid education in AI can definitely serve you best. 

Michael Caine is the Owner of Amir Articles and also the founder of ANO Digital (Most Powerful Online Content Creator Company), from the USA, studied MBA in 2012, love to play games and write content in different categories.

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How Administrators Can Optimize Record-Keeping Workflows

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In today’s rapidly evolving digital landscape, efficient and organized record-keeping practices are fundamental for enterprises seeking to uphold transparency, maintain regulatory compliance, and ensure streamlined operations. Trustees of these vital information ecosystems, administrators have a significant impact on how record-keeping procedures are changed through the use of strategic optimizations. Administrators should examine the intricacies of modernizing these workflows to amplify accuracy and efficiency in managing both physical and digital records.

Appreciating the Integral Role of Record-Keeping:

It is prudent to enumerate the multidimensional value of robust record-keeping. Beyond being a mandatory box to check for compliance, meticulously organized records facilitate and elevate key organizational priorities like data-driven decision-making, risk assessment, and governance. By serving as repositories of easily accessible information, they allow timely responses to audits and streamline due diligence processes for strategic initiatives. The implementation of modern tech solutions such as admission management system has revolutionized record-keeping practices, enabling seamless tracking of student applications, facilitating efficient communication with prospective students, and streamlining the processes for administrators. Furthermore, reliable records enable the preservation of institutional knowledge and contextual understandings of past developments, providing an accurate representation of an organization’s evolution. 

Modernizing with Advanced Document Management Systems:

One of the pivotal moves administrators can implement to elevate record-keeping workflows is adopting intelligent document management systems that apply automation, machine learning, and data governance functionalities to digitize, organize, track, and protect enterprise information. Educational institutions can invest in advanced document management systems, incorporating features such as optical character recognition and seamless integration with online student information software to streamline record-keeping processes and enhance overall efficiency. Such solutions minimize manual efforts while amplifying accuracy. Their machine learning algorithms continuously improve categorization, keyword tagging, and metadata generation to enable enhanced discoverability of records. By generating extensive audit logs and reports, they assist in regulatory compliance and investigations if required. 

Harnessing AI for Automated Data Extraction:

Beyond accelerating digitization and organization of physical and digital records, administrators can also employ artificial intelligence capabilities for automated data extraction. This entails using advanced machine learning and natural language processing algorithms that can analyze different types of documents like scanned papers, images, spreadsheets, emails or even handwritten notes to identify and extract semantically meaningful information. The extracted data can then feed directly into databases, analytics dashboards, or other line-of-business platforms to bypass manual entry, dramatically boosting record-keeping efficiency. AI data extraction also involves significantly lower costs and quicker deployment compared to traditional data entry methods or reliance on optical character recognition alone. 

Ensuring Security, Privacy, and Compliance:

With expanding regulations along with burgeoning cyber threats, administrators must make data security, access governance, and compliance central pillars of optimized record-keeping flows rather than an afterthought. This necessitates going beyond fundamental measures like firewalls, backups, and anti-virus to implement robust, auditable safeguards tailored to record-keeping vulnerabilities. Crucial steps would include classifying records to determine appropriate security protocols, employing access controls like role-based multi-factor authentication for data access, enforcing encryption across record transfer and storage touchpoints, and instituting data loss prevention controls to prevent unauthorized exporting. Configuring centralized user activity monitoring, complex password policies, IP restrictions, and API keys for system interfaces are also advised to track access trails and lock down records. 

Boosting Workforce Collaboration:  

In an increasingly decentralized working environment with expanding external partnerships, modern administrators require cloud-based tools that transcend location barriers and enable seamless record collaboration across dispersed teams. Migrating records to secured cloud document stores allows ubiquitous, role-based access to requisite files for workforce personnel and third parties through convenient web and mobile interfaces. Pairing these repositories with cloud productivity suites facilitates simultaneous multi-user editing, commenting, searching, and sharing of records to propel transparency and collective decision convergence. Tools like virtual data rooms with granular permission policies also lend themselves to closely governing external party access to confidential records. 

With exponential data growth and skyrocketing regulatory pressures in the digital era, implementing efficient, collaborative and intelligent information ecosystems is now an undisputed competitive advantage rather than just a compliance checkbox. Administrators seeking to spearhead such a paradigm shift for their record-keeping can find tremendous opportunities in emerging technologies such as automation-enabled document management platforms, AI-based data extraction, robust yet usable security systems, and cloud-based productivity tools. 

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How to Save Money with a Cheap Phone Repair Shop

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Cheap Phone Repair Shop

Have you been having a hard time trying to find solutions on how to save money and yet keep your phone in excellent condition? Then, you’re at the right place. The unsung heroes of our tech-dominated lives are the affordable phone repair shops that restore our defective devices for peanuts instead of buying another expensive new one. 

Let’s learn how to make the most of a best phone repair shop by doing proper research, asking questions, knowing your device, and negotiating like a pro. Some adventurous people can even have some DIY magic. 

Therefore, when your phone gets smashed or wears out, you need to think about how you can save money by going to a phone repair shop, prolonging the life of your gadget, as well as be eco-friendly while taking care of your faithful companion.

The Marvels of a Cheap Phone Repair Shop

A Budget-Friendly Hero

Before we delve into the finer details of the art of phone repair, let’s acknowledge the simple truth: Everyone is looking for ways to cut costs. This journey starts at a cheap phone repair shop. They work like unacknowledged heroes and give life to our dead devices as our wallets keep smiling.

Cracking the Mystery

Have you ever wondered about the things that happen when customers walk in at a phone repair shop? These craftsmen have accumulated expertise built over thousands of hours of fiddling and repairing. They are magicians who can detect faults, renew, and, at times, make your phone even better than the way it was previously.

How to Make the Most Out of a Cheap Phone Repair Shop

Do Your Research

Before you hand over your cherished device to a repair shop:

  1. Take a moment to do some research.
  2. Read online reviews and ask family and friends for recommendations.
  3. Find a cheap phone repair shop with a good track record for quality repairs and customer satisfaction.

Ask Questions

Do not be afraid to ask questions. The good reputation of a suitable repair shop should enable you to ask questions and understand the repair process. Make informed inquiries on what warranties there are, the quality of the replacement parts, etc., to ensure you have the best service. 

Know Your Device

One important aspect to make the repairing procedure simpler is understanding your device. Make sure that you know model numbers, software specifications, and problems relating to your phone. The technicians can be able to use this information to diagnose and fix the problem more efficiently.

Negotiate with Confidence

Cheap phone repair shops offer competitive prices, but it is okay to ask for some discounts. Get a price quote to confirm whether you can bargain a bit or not. Most of the shops will be happy to provide security.

A Dash of DIY Magic

DIY Repairs

If you are tech-savvy and daring, you can do DIY repairs. Now, there are many tutorials and kits on the internet that can aid you in simple phone repairs. But be careful; one misstep can be worse than it looks. A cheap phone repair shop is still better than a DIY repair, in my opinion, because that’s way less hassle at a very low price.

Accessories for Protection

They say prevention is better than cure. Buy screen protectors and battery backup devices to help lengthen your phone’s life. These small amounts of money could save you a lot in the long run.

Conclusion

Remember, it’s not just about saving money; it’s about affordable repair options and being environmentally responsible. By repairing and extending the life of your device, you’re contributing to a more sustainable world.

So, next time you hear that heart-stopping crash or encounter an issue with your smartphone, don’t fret. Instead, find a reputable cheap phone repair shop, and watch in amazement as they work their magic, giving your device a second lease on life.

As they say, “out with the old and in with the new” might be fashionable, but “repair and reuse” is eco-friendly and budget-conscious. Here’s to saving big bucks and cherishing your trusty phone for many more adventures to come.

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Common Gaming Console Issues and How to Fix Them

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Gaming Console

Are you an enthusiastic gamer who’s faced the frustration of encountering glitches, errors, or even console meltdowns during a thrilling gaming session? Don’t worry, you’re not alone. Gaming consoles, while fantastic devices for entertainment, can sometimes throw a wrench into your gaming adventures. A trustworthy cell phone repair shop steps in to resolve these issues. 

In this blog, we’ll explore some of the most prevalent gaming console issues and provide step-by-step instructions on troubleshooting and repairing them while keeping them easy to understand. And we’ll guide you on those times when professional help is necessary, too.

However, if you’re confused about trusting any electronic device repair shop, you can check out our blog on Questions You Must Ask Before Getting a Repair Service From A Cell Phone Repair Shop.

3 Most Common Gaming Console Issues, The Causes and The Fixes

  1. Overheating and Shutdowns

Overheating is a common problem in gaming consoles, especially during extended gameplay sessions. It can lead to sudden shutdowns or cause the console’s indicator lights to change colour, indicating a problem.

Causes of Overheating and Shutdown

  • Poor Ventilation: Placing the console in a confined space or against a wall can restrict airflow, preventing the console from cooling down effectively.
  • Dust Accumulation: Dust and debris can clog the console’s vents and fans, reducing its ability to dissipate heat.
  • Intensive Gameplay: Playing graphics-intensive games for extended periods can push the console’s hardware to its limits, leading to overheating.

How to Fix the Issue of Overheating and Shutdown

  • Ensure Proper Ventilation: Place your console in an adequate space for airflow. Avoid placing it on soft surfaces like carpets, as they obstruct ventilation.
  • Clean Dust: Periodically clean the console’s vents and fans using compressed air. This simple maintenance can significantly improve cooling efficiency.
  • External Cooling: Consider investing in external cooling solutions designed for gaming consoles. These can help maintain lower temperatures during intense gaming sessions.
  • Professional Help: If the overheating issue persists, it may indicate a more severe hardware problem, such as a malfunctioning fan or heat sink. In such cases, it’s advisable to seek professional assistance, where Repair Shack, your trusted cell phone repair shop, can come to the rescue.
  1. Controller Drift

Controller drift is a frustrating problem where your character or cursor moves independently, even when you need to touch your controller’s joystick or directional pad.

Causes of Controller Drift

  • Dust and Debris: Dust and debris can accumulate over time under the joystick or directional pad, causing sensor interference.
  • Wear and Tear: Extensive use of controllers can lead to the degradation of internal components, resulting in erratic movements.
  • Manufacturing Defects: Controller drift can sometimes be attributed to manufacturing defects or sensor issues.

How to Fix Controller Droft Issue?

  • Cleaning: Begin by gently removing the joystick or directional pad cover and cleaning the area underneath with compressed air and a microfiber cloth.
  • Calibration: Many gaming consoles offer calibration options in their settings. Use these tools to recalibrate the controller’s inputs.
  • Controller Replacement: If cleaning and calibration don’t resolve the issue, it may be necessary to replace the affected controller. Repair Shack, your trusted cell phone repair shop, often provides controller or replacement services.
  • Manufacturer Warranty: Check if your controller is still under warranty, as some manufacturers may cover replacement for drifting issues.
  1. Controller Connectivity Problems

Gamers may experience issues with controllers disconnecting or not responding correctly during gameplay, which can be frustrating and disrupt the gaming experience.

Causes of Controller Connectivity Problems

  • Low or Dead Batteries: Low or dead batteries can lead to connectivity problems for wireless controllers.
  • Wireless Interference: Interference from other electronic devices or obstructions between the controller and console can disrupt signals.
  • Outdated Firmware: Outdated controller firmware may not be compatible with the console’s latest software updates.
  • Controller Wear and Tear: Controllers may develop physical issues, such as worn-out buttons or loose connections over time.

How to Fix Controller Connectivity Problems?

  • Check Batteries: Ensure your controller’s batteries are adequately charged or replace them with fresh ones.
  • Reconnect Controllers: Reconnect wireless controllers to the console. Some systems may require a wired connection initially to reestablish wireless connectivity.
  • Update Firmware: Keep your controllers’ firmware up-to-date by following the manufacturer’s instructions for updates.
  • Controller Replacement: If none of the above steps resolve the problem, consider purchasing a new controller or seeking repairs at Repair Shack, your trusted cell phone repair shop known for its expertise in mobile phones and gaming consoles.

When your gaming console woes seem impossible, remember that Repair Shack, your reliable cell phone repair shop, is just a visit away. Whether overheating, disc reading errors, or controller problems, Repair Shack’s skilled technicians can provide expert solutions to get you back in the game.

Conclusion

Gaming consoles can be your gateway to incredible adventures, but they can occasionally throw curveballs in the form of issues. By following these troubleshooting steps and seeking professional assistance when necessary, you can ensure that your gaming experiences remain smooth and enjoyable. 

Remember, your gaming console is in capable hands with a cell phone repair shop like Repair Shack’s expertise in mobile phone repair and console repairs. So, don’t let console issues hinder your gaming adventures. Get back to conquering virtual worlds and saving the day.

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