Data Science Blogs

Probability Theory – Formulas, Examples, Definition, and Basics Explained

Coin flipping, die rolling, and some quick glances at your weather app to find out tomorrow’s forecast are all trivial moments in our lives. Each one of them is fueled by Probability Theory. Imagine, then, that you discriminate your doctor’s medicine prescription by the probabilities of success, that you will put together an investment portfolio …

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AI Data Scientist Salary in India 2025: Packages, Growth, and Career Roadmap

Data Science / By Vanita Mishra

AI Data Scientist Salary: Imagine sipping a cappuccino at a co-working place, occasionally glancing over at two startup founders on one side, whispering about raising funds from investors. On the other end of the wide-open space, a young engineer is hitting Google with the search: “How much earns an AI data scientist in India?” They …

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IBM Free Data Science Online Course 2025: Learn Data Science from Experts

Data Science / By Vanita Mishra

IBM FREE Data Science Online Course: Millions of WhatsApp messages are being sent each minute, people streaming infinite reels, shopping online, and tracking fitness through apps. The most powerful side of all: huge messy data flows through a river behind it. And the people who can control that river right now are data scientists. They’re …

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Summary Statistics: Definition, Examples, Types, and Importance in Data Analysis

Data Science / By Vanita Mishra

Summary Statistics can be compared with the highlights of a long story. Rather than going through line by line across each observation in a dataset, one can have a neat little synopsis accounting for the very important bits only. In short, Summary Statistics depict the shape, spread, and center of your data without making you …

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Best Python Libraries for Data Science, Machine Learning, and More

Data Science / By Vanita Mishra

Python is nearly universal. From apps that you open daily to AI models that disrupt industries, Python powers it all. But what makes it versatile is not just the language but everything around it—the Python Libraries. Libraries are toolkits. You do not need to rewrite hundreds of lines of code but rather import a library …

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Missing Values: How to Handle, Clean, and Impute Data in Python and Pandas

Data Science / By Vanita Mishra

Data is often considered the “new oil,” but even oil is mixed with various impurities. Such impurities in data are often said to be missing values. They do not yell at you, but their silent little presence eats up the quality of your insights. Think of running a new marketing campaign, and then finding out …

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The Importance of Data Science: Transforming the Future of Technology and Business

Data Science / By Vanita Mishra

Everything now has a digital footprint: each click, each swipe, purchase, or search produces an amount of information. The importance of data science is to try to make sense of this enormous scape of information. It turns raw numbers into actionable insights that help mold business performance, changes in government policies, and smarter decisions made …

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Best Data Science Certifications 2025: Chart Your Data Path

Data Science / By Vanita Mishra

Data Science Certifications: The world runs on data. Whether you are a fresh student entering the tech realm or a working professional looking for a career switch, a data science certification can launch your career into the much-in-demand profession of 2025. With industries now more than ever making decisions based on data, certified data science …

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What is Deep Learning? A Complete Overview For Beginners

Data Science / By Ankit kumar

Deep learning is a subset of machine learning that uses multilayered neural networks to power complex decision-making and solutions. Here, let us learn more about deep learning in detail.

AI Summarizer: What Is an AI Summarizer and How Does It Work? (2025)

Data Science / By Vanita Mishra

AI Summarizer basically gives your brain some fresh air from the cluttered world filled with documents, tabs, and deadlines. Rather than making you read everything from line to line, AI Summarizer is able to summarize everything into a concise readable brief so that you get the idea much faster. Students preparing for examinations and professionals …

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