Machine Learning Courses and Certifications

DP-100: A-Z Machine Learning using Azure Machine Learning

8515 ratings at Udemy

Microsoft Azure DP-100: Designing and Implementing a Data Science Solution Exam Covered. Learn Azure Machine Learning

• Udemy
• 1 day 2 hours 39 minutes
• Self-Paced
• Paid Course

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

4 ratings

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

• MIT OpenCourseWare
• 28 hours
• Self-Paced
• Free Video

Artificial Intelligence and Machine Learning in MSK Radiology

4 ratings

Explore AI and machine learning applications in musculoskeletal radiology, including a general tutorial on machine learning for radiologists.

• Independent
• Self-Paced
• Free Online Course

Kaggle;  Amazon Web Services;  Amazon Career Certificate

Introduction to Machine Learning with Pytorch

5 ratings

Comprehensive introduction to machine learning using PyTorch, covering supervised and unsupervised techniques with hands-on projects for real-world problem-solving and model building.

• Udacity
• 49 hours
• Self-Paced
• Paid Course

Explainable Machine Learning (XAI)

27 ratings at Coursera

Develop transparent and trustworthy AI solutions using explainable machine learning techniques. Implement local and global explainability methods, visualize neural networks, and explore emerging approaches for large language models.

• Coursera
• 14 hours 48 minutes
• Self-Paced
• Paid Course

Logistic Regression

Learn to predict discrete outcomes using logistic regression, covering coefficients, maximum likelihood, R-squared, p-values, deviance, and practical implementation in R.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Coding Train

Intelligence and Learning - Nature of Code Part 2

Explore algorithms, genetic programming, and neural networks through hands-on coding challenges covering pathfinding, machine learning, and evolutionary systems.

• YouTube
• 19 hours 12 minutes
• Self-Paced
• Free Video

Data Analysis & Exploratory Data Analysis Using Python

494 ratings at Udemy

Parametric & Non Parametric Hypothesis Tests | Build EDA App with Streamlit | EDA Libraries | Data Visualization

• Udemy
• 4 hours 54 minutes
• Self-Paced
• Paid Course

Azure Machine Learning & MLOps : Beginner to Advance

9085 ratings at Udemy

The most compressive course covering MLOps and machine learning on Azure | Zero to Hero

• Udemy
• 19 hours 18 minutes
• Self-Paced
• Paid Course

Supervised Machine Learning: Classification

462 ratings at Coursera

Learn to train and evaluate classification models, including logistic regression, decision trees, and ensembles. Gain hands-on experience with best practices like handling unbalanced classes and using various error metrics.

• Coursera
• 1 day 17 minutes
• Self-Paced
• Paid Course

[2026] Machine Learning: Natural Language Processing (V2)

7223 ratings at Udemy

NLP: Use Markov Models, NLTK, Agentic AI, Artificial Intelligence, Machine Learning, and Data Science in Python

• Udemy
• 23 hours 31 minutes
• Self-Paced
• Paid Course

Data Science : Complete Data Science & Machine Learning

3566 ratings at Udemy

Learn and master the Data Science, Python for Machine Learning, Math for Machine Learning, Statistics for Data Science

• Udemy
• 1 day 1 hour 49 minutes
• Self-Paced
• Paid Course

Coursera

Build a Machine Learning Web App with Streamlit and Python

417 ratings at Coursera

Create an interactive ML web app using Streamlit and Python, allowing users to choose algorithms and set parameters without coding, in under 100 lines of code.

• Coursera
• 2 hours
• Self-Paced
• Paid Course

All-in-One:Machine Learning,DL,NLP,AWS Deply [Hindi][Python]

399 ratings at Udemy

Complete hands-on Machine Learning Course with Data Science, NLP, Deep Learning and Artificial Intelligence

• Udemy
• 17 hours 43 minutes
• Self-Paced
• Paid Course

LLM Fine Tuning Fundamentals + Fine tune OpenAI GPT model

396 ratings at Udemy

Learn the fundamentals of LLM and LLM Fine Tuning. Hands-On sessions to Fine tune OpenAI GPT model with custom data.

• Udemy
• 3 hours 27 minutes
• Self-Paced
• Paid Course