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Top 9 Python Libraries for Machine Learning and Data Science
It's no coincidence that Python is becoming more and more popular in the machine learning space. It is the perfect option for data scientists and machine learning engineers because of its clear syntax, ease of reading, and vast library ecosystem. Python offers a specialized library to manage each operation with accuracy and efficiency, whether you're training a neural network or creating a regression model. Below is a thorough examination of some of the most potent and popula

IOTA ACADEMY
5 days ago3 min read


Top 3 Statistical Tests Every Data Scientist Should Know
Learn about the three most essential statistical tests in data science — t-test, chi-square test, and ANOVA. Understand their use cases, assumptions, and real-world applications for better data-driven decisions. Introduction Statistical tests are crucial instruments in data science for data-driven decision-making. They assist in determining whether the patterns we observe in data are purely coincidental or significant. These tests give you a scientific basis for your conclu

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Nov 73 min read


Unlocking Data Insights: A Comprehensive Guide to Window Functions in SQL
Learn how to use SQL Window Functions like ROW_NUMBER(), RANK(), LAG(), and SUM() OVER() to analyze data efficiently. Master SQL analytics and elevate your data skills. Introduction SQL is the cornerstone of data analysis and manipulation. While most users are familiar with SELECT, WHERE, and GROUP BY, few explore one of SQL’s most powerful and often underutilized features - Window Functions . If you've ever struggled to calculate rolling averages, rank items within groups, o

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Oct 155 min read


Top 100 Business Intelligence Interview Questions & Answers for Power BI, Tableau, and Looker Studio — A Complete Guide for Aspiring Business Analysts (12 LPA Ready)
In today’s data-driven world, Business Intelligence (BI) professionals play a crucial role in transforming raw data into actionable insights that guide strategic decisions. Whether you’re applying for a Business Analyst role or aspiring to work with top organizations offering competitive packages like 12 LPA, mastering tools such as Power BI, Tableau, and Looker Studio is essential. These platforms have become the industry standard for data visualization, reporting, and anal

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Oct 1416 min read


SQL Normalization: What It Is, Why It Matters, and How to Apply 1NF, 2NF, 3NF
Ever wondered how databases manage to keep their data so neat, organized, and reliable? One of the unsung heroes behind this is...

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Oct 45 min read


What Skills Do You Need to Become a Data Analyst?
Table of Contents Introduction What is a data analyst? Skills required to Become a data analyst Relevant courses and training Conclusion...

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Apr 283 min read


Top 10 C Programming Concepts Every Beginner Must Know
C programming is a generic programming language used in many applications. It forms the foundation of most of the high-level programming...

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Apr 253 min read


Top Data Analysis Tools in 2025: From Excel to Python
Table of Contents Introduction Why Data Analysis Tools Matter Popular Data Analysis Tools in 2025 Choosing the Right Tool for Your Needs...

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Apr 234 min read


Decision Trees and Random Forests: How They Work
Machine learning has transformed the way we learn from information. Among all the algorithms, decision trees and random forests are go-to...

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Apr 213 min read


Why Learn C Language in 2025? A Beginner’s Guide
Learning C in 2025 is more relevant than ever. C is an old language that has survived the test of time. Whether you are learning...

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Apr 184 min read


Best Practices for Data Pipeline Design and Optimization
In today's busy digital era, data is a valuable asset. It drives decision-making, product development, and customer insight. To maximize...

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Apr 174 min read


Linear vs. Logistic Regression: What Sets Them Apart?
Regression analysis is quite possibly the most significant aspect of data science. It is utilized for the prediction of output from...

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Apr 164 min read


Role of a Data Engineer in a Data-Driven Organization
Data is what drives decision-making in firms nowadays. When firms expand, data management becomes the determinant of success. This is...

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Apr 114 min read


Getting Started with Embedded Systems Programming in C
Embedded systems find application in almost all devices today. Embedded systems are special computers for specific purposes that work...

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Apr 94 min read


How Data Science is Changing Business Strategies
In today's corporate environment where everything is high-speed, data is the center of decision-making. Companies are reliant on data to...

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Apr 74 min read


Rote Learning in AI: Understanding Its Role and Challenges
Artificial Intelligence (AI) is a fast-developing technology. Most individuals wonder how it operates. One area that is discussed most of...

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Apr 44 min read


The Mathematics Behind Machine Learning Algorithms
Machine learning (ML) is now one of the most popular topics in technology. Much of today's systems, from recommendation systems to...

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Apr 24 min read


Introduction to SQL for Data Engineering
SQL, or Structured Query Language, is a data engineering giant. SQL enables masters to query, manipulate, and play around with the data...

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Mar 314 min read


How to Build a Data Analyst Portfolio to Impress Employers
Entering the data analyst profession is difficult but exciting. Now, companies need professional data analysts to examine intricate data....

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Mar 283 min read


Version Control with Git: A Beginner’s Guide for Web Developers
It is exciting and fulfilling to start your web development journey. But it gets complicated to handle code changes without the right...

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Mar 264 min read
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