Machine Learning

Explore our articles on machine learning, covering everything from the basics of the technology to more advanced topics such as deep learning.

Confusion Matrix: How To Use It & Interpret Results [Examples]

Rohit Kundu

11

min read

Precision vs. Recall: Differences, Use Cases & Evaluation

Rohit Kundu

13

min read

Top Performance Metrics in Machine Learning: A Comprehensive Guide

Deval Shah

28

min read

65+ Best Free Datasets for Machine Learning

Alberto Rizzoli

5

min read

What is Overfitting in Deep Learning [+10 Ways to Avoid It]

Pragati Baheti

7

min read

The Essential Guide to Zero-Shot Learning [2023]

Rohit Kundu

9

min read

What is Machine Learning? The Ultimate Beginner's Guide

Pragati Baheti

8

min read

3 Signs You Are Ready to Annotate Data for Machine Learning

Alberto Rizzoli

5

min read

A Newbie-Friendly Guide to Transfer Learning

Pragati Baheti

17

min read

A Step-by-Step Guide to Text Annotation [+Free OCR Tool]

Deval Shah

9

min read

A Simple Guide to Data Preprocessing in Machine Learning

Pragati Baheti

5

min read

Supervised and Unsupervised Learning [Differences & Examples]

Pragati Baheti

8

min read

Autoencoders in Deep Learning: Tutorial & Use Cases [2023]

Hmrishav Bandyopadhyay

7

min read

Data Annotation Tutorial: Definition, Tools, Datasets

Nilesh Barla

13

min read

The Complete Guide to Ensemble Learning

Rohit Kundu

12

min read

What is Synthetic Data in Machine Learning and How to Generate It

Deval Shah

14

min read

Train Test Validation Split: How To & Best Practices [2023]

Pragati Baheti

6

min read

9 Reinforcement Learning Real-Life Applications

Pragati Baheti

13

min read

40+ Data Science Interview Questions and Answers

Alberto Rizzoli

13

min read

The Essential Guide to Data Augmentation in Deep Learning

Deval Shah

11

min read

Data Cleaning Checklist: How to Prepare Your Machine Learning Data

Hmrishav Bandyopadhyay

6

min read

Overfitting vs. Underfitting: What's the Difference?

Pragati Baheti

9

min read

Active Learning in Machine Learning [Guide & Examples]

Rohit Kundu

16

min read

A Beginner’s Guide to Graph Neural Networks

Yesha Shastri

10

min read

Multi-Task Learning in ML: Optimization & Use Cases [Overview]

Rohit Kundu

10

min read

Vision Transformer: What It Is & How It Works [2023 Guide]

Deval Shah

8

min read

Handwriting Recognition: Definition, Techniques & Uses

Pragati Baheti

14

min read

The Complete Guide to Recurrent Neural Networks

Pragati Baheti

8

min read

A Step-by-Step Guide to Federated Learning in Computer Vision

Yesha Shastri

10

min read

The Essential Guide to Pytorch Loss Functions

Deval Shah

10

min read

The Beginner’s Guide to Contrastive Learning

Rohit Kundu

19

min read

The Complete Guide to Generative Adversarial Networks [GANs]

Deval Shah

14

min read

Cross Entropy Loss: Intro, Applications, Code

Deval Shah

12

min read

F1 Score in Machine Learning: Intro & Calculation

Rohit Kundu

8

min read

Pattern Recognition in Machine Learning [Basics & Examples]

Pragati Baheti

12

min read

Intro to MLOps: What Is Machine Learning Operations and How to Implement It

Konstantinos Poulinakis

15

min read

Knowledge Distillation: Principles & Algorithms [+Applications]

Rohit Kundu

20

min read

Logistic Regression: Definition, Use Cases, Implementation

Deval Shah

min read

Triplet Loss: Intro, Implementation, Use Cases

Deval Shah

15

min read