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What Are Web Components and How to Use Them
A collection of standardized technologies known as online Components enables programmers to design modular, self-contained, and reusable...

IOTA ACADEMY
Apr 254 min read


The Difference Between Machine Learning and Deep Learning
Two important areas of artificial intelligence (AI) that let computers see patterns in data and make judgments are machine learning...

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Apr 245 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


How to Use Python for Predictive Modeling
One effective method for analyzing past data and forecasting the future is predictive modeling . It is extensively used to predict...

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Apr 235 min read


What Is Pandas in Python? A Complete Guide
Pandas is one of the most potent packages for Python's extensive use in data analysis and manipulation . It offers quick, adaptable,...

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Apr 224 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


A Beginner’s Guide to Working with JSON (JavaScript Object Notation)
JSON (JavaScript Object Notation) has emerged as one of the most popular data communication formats in today's data-driven society....

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Apr 183 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


Understanding Density-Based Clustering Techniques
A key method in data analysis and machine learning is clustering, which groups related data items according to their shared attributes....

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Apr 155 min read


What Is Jupyter Notebook, and Why Do Data Scientists Use It?
One of the most popular tools in the data science community is Jupyter Notebook . It offers an interactive platform where users may...

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Apr 143 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


Top 25 Python Interview Questions for Data Analysts
Python's ease of use, robust library, and vibrant community make it one of the most popular programming languages for data analysis....

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Apr 117 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


Top 50 PHP Interview Questions and Answers
One of the most popular server-side scripting languages for web development is PHP (Hypertext Preprocessor). It is renowned for being...

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Apr 97 min read


How Hierarchical Clustering Differs from K-Means
A crucial method for grouping related data points together in machine learning and data analysis is clustering. Of the different...

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Apr 84 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


A Beginner’s Guide to NumPy Array
One of the most powerful and crucial Python libraries for numerical computation is NumPy (Numerical Python) . It supports a huge number...

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Apr 76 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
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