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IOTA ACADEMY
Feb 144 min read
How to Build a Decision Tree for Machine Learning
One of the most basic machine learning methods, decision trees are frequently employed for both regression and classification...
8 views1 comment
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IOTA ACADEMY
Feb 123 min read
Machine Learning vs Data Science: What's the Difference?
The world of data is ever-expanding. Many terms are often used synonymously. The two most popular fields that everyone is talking about...
4 views0 comments
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IOTA ACADEMY
Feb 113 min read
How Data Science is Transforming Artificial Intelligence
Data science and artificial intelligence are the two most transformational fields today. The technology in these fields is increasing in...
12 views0 comments
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IOTA ACADEMY
Feb 83 min read
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...
3 views0 comments
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IOTA ACADEMY
Feb 74 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...
12 views1 comment
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IOTA ACADEMY
Feb 63 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...
5 views0 comments
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IOTA ACADEMY
Feb 44 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...
13 views1 comment
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IOTA ACADEMY
Feb 44 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...
13 views0 comments

IOTA ACADEMY
Jan 294 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....
5 views0 comments
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IOTA ACADEMY
Jan 274 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,...
39 views0 comments
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IOTA ACADEMY
Jan 255 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...
2 views0 comments
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IOTA ACADEMY
Jan 168 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...
8 views0 comments
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IOTA ACADEMY
Jan 74 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...
17 views0 comments
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IOTA ACADEMY
Jan 45 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...
103 views0 comments
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IOTA ACADEMY
Dec 30, 20244 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...
49 views0 comments
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IOTA ACADEMY
Dec 28, 20245 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...
4 views0 comments
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IOTA ACADEMY
Dec 24, 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....
11 views0 comments
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IOTA ACADEMY
Dec 19, 20244 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...
2 views0 comments

IOTA ACADEMY
Nov 15, 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...
5 views0 comments
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IOTA ACADEMY
Oct 29, 20245 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...
13 views0 comments
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