Data Science Blogs

Microsoft × PW Skills – FREE Gen AI Course: A Breakthrough for AI Beginners

Artificial Intelligence is evolving faster than ever, and Generative AI is now the most in-demand skill across tech, product, data, and business roles. However, top AI learning programs are often expensive—except this one. That’s why the Microsoft FREE Gen AI Course offered through PW Skills is making headlines. It gives everyone—students, beginners, and professionals—an opportunity …

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Data Contracts in 2025 — What They Are, Why They Matter, and How To Use Them (With Examples + Tools)

Data Science / By Varun Saharawat

Why Data Contracts Are Suddenly Everywhere Data chaos. Let’s be honest — every data team has lived through it. You know that moment when a data pipeline “mysteriously breaks,” dashboards go red, analysts blame engineers, engineers blame upstream teams, and leadership blames everyone? That’s the modern data world in a nutshell — fast, messy, unpredictable, …

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What Is Deep Learning? Types, Classifications, And Working

Data Science / By Ankit kumar

Deep learning is a type of machine learning that can recognise multiple patterns and make easy associations, and find patterns much like humans do! Let us learn more about deep learning in detail.

Pattern Recognition In Machine Learning – Introduction

Data Science / By Ankit kumar

Pattern recognition in machine learning is a part of machine learning using a data analysis approach to find relationships and regularities within data to get relatable patterns for effective decision-making and predictions. Here, let us learn more about pattern recognition.

What is Artificial Intelligence (AI)?

Data Science / By Ankit kumar

Artificial intelligence is a smart version of the digital device capable of generating responses which was considered to be only done by human beings, including human-like reasoning, decision making, generating responses, and more.

The Importance Of Machine Learning Data

Data Science / By Ankit kumar

The machine learning data comes in various formats, and each format plays an important role in training machine learning models on various algorithms and feature sets.

TensorFlow Operations: Perform Basic Operations With TensorFlow For Beginners [2025]

Data Science / By Ankit kumar

There are many arithmetic TensorFlow operations possible, like addition, subtraction, power, reshape, division, square, mean, variance, and more. Let us know more about these TensorFlow operations in detail.

Machine Learning Terminology: Frequently Used Terminologies Used In Machine Learning Effective For Beginners 2025

Data Science / By Ankit kumar

Machine learning terminology defines a wide range of machine learning terms used frequently in ML models, such as labels, features, relationships, loss functions, predictions, bias, and more.

Getting Started with Conda for Data Science

Data Science / By Vanita Mishra

Imagine you are building something important. You gather all the tools you need. Everything works perfectly on your desk. Then, you try to move it to a different computer. Suddenly, everything breaks. This problem is very common in data science. It happens when different software packages need different versions of the same tool. This makes …

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TensorFlow Intro: Introduction to TensorFlow For Beginners 2025

Data Science / By Ankit kumar

TensorFlow is an open-source Python library used for machine learning and artificial intelligence tasks focused on building complex deep learning and neural networks. Here, we will get a basic beginner level tensorflow introduction.