amazon-India-school
Programming

Amazon India has launched a summer school for machine learning

Amazon India has announced the beginning of its Machine Learning Summer School, an integrated learning programme designed to prepare students for careers in the technology industry. Engineering students in their pre-final and final year of their Bachelors, Masters, or Ph.D. courses are eligible to apply. The three-day ML Summer School curriculum will cover the principles

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data-science-courses
Programming

In 2021, the best data science courses will be available for free

In the aftermath of the pandemic, a number of organisations released free tools and courses. Online data science courses were, unsurprisingly, one of the most popular options. IIT Guwahati’s Summer Analytics’21This month, the Consulting and Analytics Club, an on-campus society at IIT Guwahati, will begin the second edition of its flagship Summer Analytics Course. With

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physics-in-machine-learning
Programming

Explainable AI: What Does Physics Have to Do With Machine Learning?

How constraining your machine learning models with physical concepts will improve the generalizability and explainability of your systems Assume you’ve been tasked with predicting the amount of goals a star footballer will score in the next match. You hurriedly yell out the response to your boss until you got the result: minus 3. Within a

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scene-from-suits
Programming

Artificial intelligence would transform the legal business in five ways

During my master’s degree in (tax) law in 2016, we were told that computers would replace 40% of lawyers in five years. One of the reasons I decided to pursue a career in data science was because of this. Still, five years later, it seems that the legal industry is proving to be a little

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Programming

How to Use Python to Load the Content of a Google Document

A short walkthrough on how to use the Google Doc APIs in Python. It’s possible that you have a Google Doc saved in Google Drive that you’d like to dynamically load into a Python pandas DataFrame for further processing. To begin, log in to the Google Cloud Platform and build a new project called MyProject.

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MLOps
Programming

In 2021, keep an eye on these six Indian MLOps startups

From January 1, 2021, to April 12, 2021, the MLOps room saw nearly 442 investment deals worth $11.65 billion. In the aftermath of the pandemic, businesses all over the world have increased their reliance on artificial intelligence (AI) and machine learning to speed up their digital transformations. The need for digitization has necessitated the development

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CitySpire-Architecture-Diagram
Programming

App for AWS Elastic Beanstalk

Project flow, teamwork, and function implementations for a complete data science project within Lambda School Labs. Putting it all together in a nutshellI spent two months working on an inherited project with a team of web developers and data scientists, collecting and cleaning new data, performing data analysis and feature engineering, creating and adding new

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Kleins-Erlangen-Programme
Programming

Deep Learning’s Geometric foundations basis to understand deeply

Geometric Deep Learning is an attempt to unify a wide class of machine learning problems geometrically from the standpoints of symmetry and invariance. These concepts not only underpin convolutional neural networks’ groundbreaking output and the recent success of graph neural networks, but they also offer a principled way to construct new forms of problem-specific inductive

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Data-Scientist-3
Programming

Without any prior knowledge, this is the only way to become a Data Scientist

Follow these steps to work your way up to top data scientist positions. A data scientist gathers and cleans vast volumes of data, keeps dashboards updated, interprets data to solve problems, runs tests, creates algorithms, and delivers visualised data to stakeholders. If you’re interested in all of this, there’s some good news: you can become

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programming-language-stats
Programming

The most popular programming language is JavaScript, but Rust is the fastest growing

While JavaScript has the largest developer group, Rust has seen the most rapid growth over the last year. According to SlashData, a UK firm that studies developer communities, JavaScript is still by far the most common programming language, with 13.8 million developers. According to the company’s 20th edition of State of the Developer Nation, the

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deep-learning-collage
Programming

Most Popular 4 Deep Learning Papers to Read Out in May 2021

Asymmetric Self-Play for Robotics, Network Generalization, Gated Linear Networks, and Meta-Learned Update Rules are only a few of the topics covered.Welcome to the final instalment of the Machine-Learning-Collage series, in which I offer an overview of the various Deep Learning research sources. What exactly is an ML collage? To put it another way, I create

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data-science-crowdscience
Programming

Brand Security Is Being Revolutionized By Data Science And Crowdsourcing

Traditional anti-counterfeiting strategies have always felt like waving a candle in the wind, but the combined force of item-level digital traceability, cell phone–driven user interaction, and real-time analytics is fundamentally changing the game. It was difficult not to envy the audacity of the street vendor selling “Louis Vuitton” bags right in front of the brand’s

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leskovec-graph-ml-pipeline
Programming

Machine Learning with Graphs is available for free from Stanford University

Check out Jure Leskovec’s Machine Learning with Graphs, a free Stanford course, to see how a world-renowned researcher teaches their area of expertise. Slides, videos, and other materials are available. Many top universities offer non-students free access to some of their courses, a trend that has been steadily growing over the years. Though Andrew Ng

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millionaire-dreams
Programming

AI and ML Will Assist in Making Millionaire Dream Come True

What are the advantages of AI and machine learning?The future is advancing at a breakneck pace thanks to emerging technology like AI and machine learning. With the development of these inventions, a world without them has become almost impossible. Artificial intelligence and machine learning have infiltrated every industry imaginable, resulting in significant change and revolution.

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ai-artificial-intelligence-mind
Programming

You Should Know About These 10 Cool Cloud AI And Machine Learning Services

CRN examines several innovative cloud AI and machine learning offerings from leading cloud computing vendors, startups, and other providers. Last week, Google Cloud’s machine learning-powered Document AI platform, along with Lending DocAI and Procurement DocAI, became publicly accessible. It has already been used to process tens of billions of pages of documents for government agencies

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career-in-artificial-intelligence
Programming

In 2021, Here’s How To Get A Job In Artificial Intelligence

Machine learning engineers and data scientists receive far more than DevOps engineers, software engineers, and web developers on an annual basis. Our future is already being shaped by artificial intelligence (AI) and machine learning, and the market for skilled engineers is on the rise. The machine learning market is expected to be worth nearly $31

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Interpretability-Machine-Learning
Programming

Free eBook to learn about Interpretable Machine Learning

Interested in learning more about machine learning interpretability? Learn about the fundamentals, simple interpretable models, and techniques for understanding more complex black box models in this free eBook. Stakeholders around the domain are concerned about interpretable machine learning. The value of interpretable machine learning and AI has been made known to more and more people

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gigantum-containers-2
Programming

Containers Will Rule Data Science for 5 Reasons

Containers were originally used to abstract a software stack from the operating system. Containers have traditionally given few advantages to data scientists. The work of a data scientist is inextricably linked to data, and their research is inextricably linked to coding environments. We’re still debating who should be called a data scientist, but one thing

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data-science-engineer
Programming

The 5 Must-Have Roles for Any Data Science Team

Building a data science product is similar to building a house. Let’s look at the five tasks and skills that the best data science teams hire for using this analogy. A major financial services firm’s CEO was an outspoken advocate of advanced analytics. He made the decision to get his company started on the data

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Top-10-Python-Librarie
Programming

In 2021, these are the top 10 Python libraries that data scientists should be familiar with

There are numerous Python libraries that provide powerful and efficient foundations for data science and machine learning model creation. Although the list which seem daunting, there are a few libraries on which you should concentrate your efforts since they are among the most widely used today. It’s easy to get overwhelmed while learning data science.

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nvidia
Programming

NVIDIA Unveils Artificial Intelligence Model Training Technology

The NVIDIA GTC is the premier annual conference for machine learning and artificial intelligence engineers, scientists, and businesses. Over 100,000 people attended this year’s virtual gathering, according to NVIDIA CEO and founder Jensen Huang. NVIDIA, as is customary, used GTC 2021 to make a number of major ML, AI, networking, and data centre announcements. One

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new-ai
Programming

There’s a New AI in Town, and it’s Not Artificial Intelligence

What exactly is Augmented Intelligence, and why do you care? By 2025, the AI market is expected to reach $190 billion. Artificial intelligence is being used in every sector and is expected to become a key skill in the future. So, why is a new AI being developed? The concept behind augmented intelligence is that

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etl_cloud_big_data_analytics
Programming

Cloud ETL: Using Data Warehouse Automation to Transform Big Data Analytics

To manage massive data sets, companies are increasingly using cloud ETL tools. With data sets growing in size by the day, unified ETL tools have become critical for businesses’ data integration needs. The data warehousing process has changed dramatically, from streamlining information flow to making business intelligence accessible faster at scale, while still safeguarding data

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top-programming-languages-for-data-scientists
Programming

Data Scientists’ Most-In-Demand Skills in 2021

This study of in-demand skills for 2021, based on over 15,000 Data Scientist work listings, should give you a good idea of rising programming languages and software tools are growing in importance and which are decreasing in importance if you are preparing to make a career as a Data Scientist or searching for opportunities to

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Data-Driven-Basics-for-Businesss
Programming

The New Data-Driven Basics For Business Scale Successfully

It can feel like something has changed when you’re living in the midst of a technological revolution. Technology has altered how companies procure products, communicate with consumers, and collaborate. The most important aspects of performance, on the other hand, remain profoundly human. My job as a scientist and a technologist is focused on helping people

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leadership
Programming

Make it possible for every employee to be a chief

In the age of Covid19, deciphering the formula for good leadership growth Over the last year, corporate operations have been interrupted, and business executives have been forced to make decisions on the fly without access to toolkits, handbooks, or best practises. While many innovative ideas have emerged as a result of the process, businesses must

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IT-Hiring-Job
Programming

This year, TCS, Infosys, Wipro, and HCL Tech will recruit nearly 1 lakh freshers

It’s a great time to be an Indian IT professional or a fresh graduate, as tech companies are offering generous pay increases, lucrative incentives, and going on a hiring spree as the corporate sector’s digitization has fuelled a huge demand for IT services and generated robust deal pipelines. Due to the growing demand for digital

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Bots
Programming

Bot Attacks Are The Most Serious Online Threat You Haven’t Considered

Many companies have become vulnerable to automated bot attacks as a result of the rush to meet consumer needs online in 2020. Here’s a closer look at some of the lesser-known threats, as well as what IT leaders can do to help companies defend themselves from potential threats. Every year, the companies that control our

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mulit-cloud
Programming

Businesses Are Paying Attention to Multicloud for 6 Reasons

A multicloud approach gives IT executives the most freedom to run their businesses as and where they want. Here are six of the most significant advantages that multicloud provides. You’ve probably heard people talking about multi-cloud or creating a “multi-cloud plan” if you’re even slightly involved with technology in your business. The promise of multi-cloud

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jobs-of-the-future-ai
Programming

Google’s Top Qualities for Hiring Exceptional Machine Learning Talent For AI Projects

Over the last year, 7 out of 10 businesses raised their AI technology investments, but finding the right talent to fuel business growth is far more difficult. As businesses turn to artificial intelligence (AI) technology to help reduce costs, improve productivity, and gain value from their data, machine learning engineers are becoming a more valuable

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machine-learning-mistakes
Programming

Avoid These 6 Mistakes When Training Your Machine Learning Model

Multi-stage tasks are carried out while training the AI model in order to make the best use of the training data and achieve satisfactory results. So, here are six popular blunders to avoid in order to ensure the performance of your AI model. Creating an AI or ML model is not a simple task. To

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Machine-Learning-Models
Programming

Simple to Build Multiple Machine Learning Models

In just two lines, you can build several machine learning models using lazy predict. Creating machine learning models and determining the best model is a time-consuming process that requires a significant amount of work. In just two lines of code, Lazy Predict will help you create several machine learning models.It not only generates several models,

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tata-consultancy-services
Programming

Tata Consultancy Services plans to give the job to over 40,000 people in FY22

TCS, which employed about 40,000 employees last year, plans to recruit a similar number or slightly more in the fiscal year 2022. TCS, which employed about 40,000 employees last year, plans to recruit a similar number or slightly more in the fiscal year 2022. India’s largest software services exporter, speaking to reporters a day after

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data-science-salary
Programming

Artificial Intelligence and Data Science Professional Salary Analysis 2021-22

In India, the median salary for analytics professionals in 2021 is INR 13.4 lakhs, down 6.9% from the 2020 median salary of Rs. 14.4 lakhs. The annual Analytics India Salary report is the only annual study in India that looks at salary patterns and gives a holistic picture of the evolving landscape of analytics salaries.

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data-science-as-aproduct
Programming

Why Is It So Difficult to Develop Data Science as a Product?

Developing machine learning models as goods that add value to businesses is still a new area with uncharted territory. While putting well-established software development methods, such as agile, into practise is not easy, it can provide a strong basis for success. Picnic sees itself as the tech equivalent of a supermarket. The technology and underlying

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tech_companies
Programming

MBAs are being snapped up by tech firms that emerged victorious from the pandemic

Companies like Amazon.com Inc. and Zoom Video Communications Inc., which have seen their businesses grow through the pandemic, are snagging some of the M.B.A. talent entering the workforce, helping to counter pullbacks in sectors hit hardest by the Covid-19 economy. According to a survey of nearly 100 schools conducted by industry group MBA Career Services

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coding-graphic
Programming

The Top 10 Most Useful Free Online Courses

The best free courses from Harvard, Stanford, MIT, and other prestigious universities… Courses are more appealing to me than books. While the best books will still win out over mediocre courses, there are a few reasons why a great course can make an impression. For starters, courses typically cover basic topics. Most books make an

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hcl-canada
Programming

In Canada, HCL will recruit 2,000 staff

In Ontario, Canada, HCL Technologies has opened a new innovation center. Over the next three years, the Indian IT behemoth plans to hire 2,000 people across the hub. HCL Technologies, an Indian multinational IT company, has announced the opening of a new Global Delivery Center (GDC) in Ontario, Canada, aimed at accelerating digitization. With innovative

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linkedin-microsoft
Programming

With a LinkedIn Re-Skilling Effort, Microsoft Hopes to Fill 50,000 Jobs

For the next three years, Microsoft’s ‘Career Connector’ programme will serve as a clearinghouse, connecting people to positions in the company’s ‘ecosystem.’ As part of its skilled networking arm LinkedIn’s initiative to re-skill its employees, Microsoft reported on Tuesday that it expects to position 50,000 people in tech-enabled positions. For the next three years, Microsoft’s

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ML-Journals
Programming

In 2021, these are the top ten journals where machine learning research will be published

Journals are an important source of knowledge for keeping up with rapidly changing technology. Getting published in a prestigious journal can improve an academic’s growth trajectory and serve as a springboard to a lucrative career. As a general rule, the number of journals in a given field is directly proportional to the degree of interest

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machine-learning-certification
Programming

In 2021, there are six advanced qualifications in machine learning to seek

It can make a huge difference if you have one of these on your resume. Data science is one of the most flexible fields ever created; even its name does not adequately describe what it entails. Perhaps this is one of the reasons why people find this area difficult to enter and even more difficult

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machine-learning-books1
Programming

65 of the most popular machine learning and data science books are now available for free download.

Springer has made hundreds of free books available to the general public on a number of topics. The total number of books on the list is 408. They cover a broad variety of scientific and technical topics. To save you time, I’ve compiled a list of all the books (65 in total) that are important

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ensemble-machine-learning-models
Programming

Three New Mysteries Of Ensemble Learning Are Investigated By Microsoft Research Team

The following two theoretical concerns regarding ensemble learning are addressed by Microsoft Research: When we simply average over a few independently trained neural networks, how does ensemble boost test-time output in deep learning?How can the ensemble’s superior test-time performance be “distilled” into a single neural network of the same design by simply training the single

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Picture2
Programming

For a full exploratory data analysis, learn 11 critical code blocks (EDA)

One of the first phase in the data science method is exploratory data analysis, or EDA. It entails knowing as much about the data as possible without devoting too much time to it. You can gain an intuitive as well as a high-level functional understanding of the data in this section. You should have a

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data-scientist
Programming

The majority of data scientists make these 15 Python blunders. Know-How To Quickly Resolve Them

It’s one thing to write python code that works for your data science project and completes the task as planned. Ensure that the code is accessible by all, including your future selves, reproducible, and effective are all separate problems that can be solved by avoiding common development blunders. Throughout my data science career, I gradually

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programming-language-chart
Programming

To Become A Data Engineer, You Must Learn The Top 9 Skills

A data engineer is a rapidly expanding field that offers incredible challenges and rewards. Do you know what skills you’ll need to work as a data engineer? We’ll look at both hard and soft skills in this report. Many businesses are searching for data engineers; if you search for “data engineer” on LinkedIn, you’ll find

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future-of-work
Programming Technology

The All-Virtual Future Of Work 2021: India’s Largest Product, Engineering, Fintech, Analytics, And Design Summit Has Arrived

The two-day Future of Work 2021, India’s largest product, technology, and architecture summit, will bring together top CTOs, CPOs, data science heads, and software architects from all over the world. It’s finally here: the fourth edition of Future of Work! And we’re really looking forward to it. The two-day Future of Work 2021, India’s largest

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paul-green
Programming Technology

How New Technology, Hyper-Scaler Clouds, and Leading Telecom Operators Are Working Together To Bring 5G To Life

By offering low latency and higher capacity on the network, 5G is obviously a new innovation that embraces many new technologies such as autonomous vehicles, augmented and virtual reality. With 5G, telecom network workloads are moved to the cloud for the first time, resulting in a service-based architecture (SBA) in which the network is used

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secure-document-viewers
Programming Technology

How Artificial Intelligence Can Help To Keep All Documents Safe In The Work From Home Era

Safeguarding Documents While Working From HomeGlobal companies have restructured operations to accommodate remote work and telecommuting in response to the COVID-19 pandemic. To stop the virus from spreading, mankind has split and isolated itself. Organizations that were once entirely in-person and on-site changed to off-site interactions in a matter of weeks. How safe are the

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tech-job
Programming

Top 10 High-Tech Job Skills That Are Expected To Grow Fastest In Demand In 2021-22

IT Automation ($24,969) and AI & Machine Learning ($14,175) are the two engineering career skills paying the highest wage premiums today and in 2021, according to Burning Glass Technologies. Salary premiums for the most in-demand tech skills vary from $4,204 to almost $25,000 on average. Compared to their legacy Fortune 100-based rivals or peers, startups

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IoT-devices
Programming

IoT, or Internet of Things, is explained in detail and in a straightforward manner

The Internet of Things, or “IoT,” is a term that involves expanding the internet’s influence beyond computers and smartphones to a number of other artefacts, systems, and environments. All you need to remember is right here. The Internet of Things (IoT) is at the heart of the Digital Transformation Revolution, which is transforming the way

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data-science-vs-business-intelligence-700
Programming

Data Science vs. Business Intelligence: What Are The Gaps And Demands?

It’s more than a question of semantics to grasp the gaps and demand between business intelligence and data science. The definitions of data science and business intelligence, as well as their relationship, have long been a source of contention. Despite the fact that these words are related, failing to understand the separate and distinct definitions

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evaluating-deep-learning
Programming

Learn about the Confusion Matrix, Accuracy, Precision, and Recall when it comes to evaluating deep learning models

Object recognition is the issue of identifying one or more objects in an image in computer vision. Advanced deep learning models like R-CNN and YOLO, in addition to standard object detection techniques, can achieve impressive detection over a variety of objects. These models take an image as input and output the bounding box coordinates for

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imb-model
Programming

Learn how IBM and other big tech companies use continuous learning to avoid the amnesia problem in neural networks

Creating neural networks that can learn incrementally without forgetting is one of the existential challenges facing today’s generation of deep learning solutions. Over a year ago, IBM researchers proposed a structure for continuous learning that would enable neural networks to generate incremental knowledge. Neural networks have achieved remarkable feats in recent years, ranging from beating

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evalml opengraph
Programming

For beginners, the most popular open-source AutoML in Python is EvalML

Featuretools is a feature engineering system that automates the process. It excels at translating temporal and relational datasets into machine learning function matrices. Compose is a prediction engineering tool that automates the process. It allows you to create labels for supervised learning and structure prediction problems. We’ve seen how Featuretools and Compose make it easy

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data-science-and-machine-learning-data-engineering
Programming

Do you aspire to be a data scientist? Machine Learning isn’t a good place to start

When most people hear the word “data science,” the first thing that comes to mind is normally “machine learning.” This was my first. My interest in data science began when I was first introduced to the concept of “machine learning,” which sounded fascinating. So you can guess where I started when I was searching for

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silipo-arenas-ml-model-header
Programming

My most recent machine learning model isn’t working. What am I supposed to do?

If you deal with data in general, and machine learning algorithms in particular, you may have experienced the annoyance of a model that refuses to learn the task at hand. You’ve done everything, but the accuracy metric isn’t improving. So, what’s next? What exactly is the issue? Is this an insurmountable problem, or is there

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data-science-cheat-sheet
Programming

In 2021, the most common 50+ data science and machine learning cheat sheets will be available

This article is an update to Bhavya Geethika’s previous post 50+ Data Science, Machine Learning Cheat Sheets. Please let us know if we missed any common cheat sheets in the comments section below. Data science is an area that encompasses several different disciplines. In the data science world, there are thousands of packages and hundreds

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maths-data-science
Programming

Which math do you need to know in order to work in data science?

If you’re considering a career in data science, you’re probably thinking about the following questions: I don’t have much of a math history, how can I become a data scientist? What are the most critical math skills in data science? There are a plethora of excellent packages available for creating predictive models and data visualizations.

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machine-learning-book
Programming

In 2021, here are the top 20 most useful free e-books to learn about machine learning

Machine Learning has undeniably been one of the most prominent subjects in recent years. Machine Learning Engineer was voted one of the best workers in the United States in 2019 by a poll. In light of this trend, we’ve compiled a list of some of the best (and free) machine learning books for anyone interested

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deep-learning-concept-whitening
Programming

Deep Learning Doesn’t Have To Be A Black Box: Here’s What You Should Know

Because of their incredibly wide and complicated web of parameters, deep neural networks can perform amazing feats. The inner workings of neural networks are always a mystery—even to their creators—due to their sophistication. Since the early 2010s, when deep learning became mainstream, this has been a challenge for the artificial intelligence community. With the rise

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IIT-Patna
Programming

Bihar’s IIT Patna has announced the launch of PG certification programs in AI/ML, Big Data, and Cybersecurity

IIT Patna’s courses with WileyNXT will develop students’ competencies in new emerging fields, allowing them to advance their careers. IIT Patna is a globally recognised centre of Computer Education with world-class research production. The courses are targeted at final-year students and early-career professionals who want to advance their careers in the fields. Participants will receive

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programming-language-graph
Programming

Details Here On The Top 10 Most Demanding Programming Languages To Learn In 2021

In 2021, there is a lot of interest in studying the most difficult programming languages. People are asking themselves one question these days: which programming language should one use in 20201 and why? As a result, The Theme Collection has compiled a list of the Top 10 most challenging programming languages for the year 2021.

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kautilya-katariya
Programming

A 6-year-old boy set a new Guinness World Record as the world’s youngest computer programmer

For completing IBM’s Artificial Intelligence Certification at the age of 7, Kautilya Katariya set a new Guinness World Record. Most 6-year-old boys and girls are probably more interested in playing with toys and playing video games than taking a programming lesson, but Kautilya Katariya is an exception. Kautilya, who is now seven years old, has

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programming-languages
Programming

In 2021, these are the most in-demand programming languages by employers

JavaScript, Java, and Python are the most sought-after languages, according to a survey of 15,000 developers and HR managers, while React, Node.js, and.NET Core are also in high demand. According to a recent survey from programmer training company CodinGame, JavaScript, Java, and Python are among the most sought-after programming languages by hiring managers while recruiting

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data-science-job.-interview
Programming

After being shot, I received four job offers in data science and more than doubled my income in just two months

Many people’s careers are being impacted by the pandemic covid-19 at this unprecedented moment. This group includes some of the best data scientists I’ve ever worked with. I felt it was worth sharing publicly after sharing my personal experience with a few close friends to assist them in finding new jobs after being laid off.

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natural-language-process-libraries
Programming

Let’s Begin with the 5 Most Important Natural Language Processing Libraries

Assume you have a good understanding of how to approach natural language processing problems. Let’s also assume you’ve agreed on the path you’ll take in attempting to solve your problem. You’ll also need to bring your idea into motion in terms of computation, and there’s a fair chance you’ll use an existing NLP library to

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Top-Data-Science-Jobs
Programming

Top 5 Tips for Landing Your First Data Science Job Without Experience in 2021-22

How difficult is it to find work in the area of data science? Or should they focus on anything else? Or what direction should they take?The response isn’t for everyone: getting into Data Science is tough, and you’ll have to put in a lot of effort. I mean you have to set aside time to

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