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Introduction to Support Vector Machines (SVMs) for Beginners
Strong machine learning models for classification and regression applications are Support Vector Machines (SVMs). By creating a decision...
IOTA ACADEMY
Feb 8, 20253 min read
How to Use Git and GitHub for Web Development Projects
Git and GitHub are the essential tools that everyone needs when it comes to modern web development. This helps developers manage the code...
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Feb 7, 20254 min read
Deep Learning vs. Machine Learning: Understanding the Difference
In today's new world of technology, you frequently hear the terms Deep Learning and Machine Learning. Both belong to the family of...
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Feb 6, 20253 min read
The Role of APIs in Modern Web Development
In the contemporary digital world, APIs are quite crucial in the development of the web. They have acted as a bridge between other...
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Feb 4, 20254 min read
Understanding Logistic Regression for Classification Problems
One of the most used methods in statistics and machine learning for resolving classification issues is logistic regression. Despite its...
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Feb 4, 20254 min read
A Beginner's Guide to Use Hyperparameters in Machine Learning
For machine learning models to function well and produce correct predictions, a variety of variables and parameters are necessary....
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Jan 29, 20254 min read
Top Free Resources to Learn Machine Learning in 2025
Machine learning is transforming industries across the globe. It's what enables self-driving cars and advanced healthcare solutions,...
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Jan 27, 20254 min read
How Regression Models Are Used in Supervised Learning
A fundamental component of machine learning is supervised learning, in which models are trained on labelled datasets to provide...
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Jan 25, 20255 min read
Types of Machine Learning Models
By allowing computers to learn from data and make predictions or judgments, machine learning (ML) is revolutionizing a number of...
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Jan 16, 20258 min read
What is Machine Learning and Why It’s Important in Data Science
ML is the new buzzword these days in the tech industry. It plays a central role in data science. What is it? Why does it matter? Take a...
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Jan 7, 20254 min read
How to Train a Machine Learning Model: Step-by-Step Guide
From forecasting customer attrition to providing product recommendations, machine learning is at the core of contemporary data-driven...
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Jan 4, 20255 min read
The Role of Feature Engineering in Image Data
An essential stage in getting picture data ready for deep learning and machine learning models is feature engineering. To increase the...
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Dec 30, 20244 min read
How to Choose the Right Programming Language for Data Science
With data-driven insights, data science has become a vital subject that drives decision-making. Programming languages are fundamental to...
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Dec 28, 20245 min read
AI and ML: Key Features & Differences
Artificial intelligence (AI) and machine learning (ML) are two words that are frequently used interchangeably in the technology industry....
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Dec 24, 20245 min read
What Is Machine Learning? Everything Beginners Need to Know
A key component of contemporary technology, machine learning (ML) propels advancements in a variety of sectors. Fundamentally, machine...
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Dec 19, 20244 min read
Top 10 Must-Know Machine Learning Algorithms for Aspiring Data Scientists
Machine learning algorithms form the heart of data science. They allow us to make predictions, automate processes, and extract valuable...
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Nov 15, 20244 min read
Introduction to Machine Learning: A Beginner’s Guide
Machine learning is that area of AI which enables it to create learning systems that can improvise using real experience as well as data...
IOTA ACADEMY
Oct 29, 20245 min read
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