Machine Learning Courses and Certifications

Keith Galli

Real-World Python Machine Learning Tutorial With Scikit Learn

Comprehensive Python machine learning tutorial covering sentiment analysis using scikit-learn, from data preparation to model evaluation and optimization, with practical examples using Amazon reviews.

• YouTube
• 1 hour 41 minutes
• Self-Paced
• Free Video

Steve Brunton

Machine Learning for Fluid Mechanics

Overview of machine learning applications in fluid mechanics, exploring historical context, pattern recognition, reduced-order modeling, and flow control, with insights on AI's impact on this data-rich field.

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

Krish Naik

Performance Metrics for Classification Problem in Machine Learning - Part 1

Learn key performance metrics for binary classification in machine learning, including recall and precision, to effectively evaluate model performance and make informed decisions.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Machine Learning

The course places machine learning in its context within AI and gives an introduction to the most important core techniques such as decision tree-based inductive learning, inductive logic programming, reinforcement learning and deep learning through deci…

• YouTube
• 16 hours
• Self-Paced
• Free Video

Krish Naik

Implementation of End to End Kaggle Machine Learning Project With Deployment

Comprehensive guide to implementing a machine learning project for car price prediction, covering data exploration, model fitting, and deployment on Heroku.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Oracle

MySQL HeatWave - New Machine Learning Capabilities

Discover MySQL HeatWave's new machine learning capabilities for easier, faster, and cost-effective ML implementation in applications, featuring real-time elasticity and performance gains.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Krish Naik

Complete Machine Learning in 6 Hours - Krish Naik

Comprehensive machine learning tutorial covering key algorithms, techniques, and practical implementations for regression, classification, clustering, and ensemble methods.

• YouTube
• 6 hours 38 minutes
• Self-Paced
• Free Video

Great Learning

Python Machine Learning for Beginners

Master Python fundamentals and essential libraries like NumPy, Pandas, and Matplotlib for machine learning applications in this comprehensive 20+ hour program.

• YouTube
• 20 hours 51 minutes
• Self-Paced
• Free Video

nanohubtechtalks

Hands-on Data Science and Machine Learning Training Series

Master data science and machine learning through hands-on tutorials covering neural networks, unsupervised learning, and research applications—no coding experience needed.

• YouTube
• 22 hours 45 minutes
• Self-Paced
• Free Video

Great Learning

Machine Learning Concepts - Comprehensive Tutorial Series

Discover essential machine learning algorithms, from linear regression to neural networks, with hands-on Python implementation and real-world applications.

• YouTube
• 1 day 14 hours 35 minutes
• Self-Paced
• Free Video

Pascal Poupart

Introduction to Machine Learning - Spring 2019 - University of Waterloo

Dive into comprehensive machine learning fundamentals covering neural networks, SVMs, deep learning, CNNs, transformers, and ensemble methods from University of Waterloo.

• YouTube
• 1 day 4 hours 26 minutes
• Self-Paced
• Free Video

Abhishek Thakur

Applied Machine Learning Framework

Master building a comprehensive ML framework from cross-validation to categorical features, binary classification metrics, and entity embeddings for real-world applications.

• YouTube
• 5 hours 22 minutes
• Self-Paced
• Free Video

Exploring the Implications of Machine Learning for Cognitive Disabilities

1 rating

Exploring machine learning's potential to enhance cognitive disability support through natural language processing, emotion detection, and autonomous systems for improved understanding and interaction.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Actionable Machine Learning for Tackling Distribution Shift - Huaxiu Yao

Explore techniques for building robust machine learning models that can handle distribution shifts, including subpopulation and domain shifts, and adapt to new test distributions with minimal labeled data.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

TU Munich;  Amazon Web Services

From Zero to Hero - Digital Product Development From Scratch

84 ratings

Master digital product development through proven methodologies, from identifying user problems to creating innovative solutions using generative AI and machine learning with AWS integration.

• Coursera
• 18 hours 27 minutes
• Self-Paced
• Paid Course