Machine Learning Courses and Certifications

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

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

Krish Naik

End to End Machine Learning Project Implementation with Dockers, GitHub Actions and Deployment

Comprehensive guide to implementing a machine learning project, covering data analysis, model training, web application development, and deployment using Docker and GitHub Actions.

• YouTube
• 2 hours 45 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

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

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

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

Shashank Kalanithi

Hands-On Machine Learning

Master practical machine learning through hands-on projects covering classification, SVMs, decision trees, ensemble methods, and unsupervised learning techniques.

• YouTube
• 5 hours 30 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

Data Science Courses

Machine Learning and Classification - STAT 441/841 CM 763 - Fall 2015

Master classification algorithms from linear discriminants to neural networks, covering PCA, SVM, decision trees, boosting, and PAC learning theory.

• YouTube
• 20 hours 42 minutes
• Self-Paced
• Free Video

Harvard CMSA

Mathematics and Machine Learning Program - September 3 to November 1, 2024

Explore cutting-edge intersections of mathematics and AI through expert talks on theorem proving, neural networks, and automated mathematical discovery at Harvard CMSA.

• YouTube
• 2 days 18 hours 48 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

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

Coding Train

Introduction to Machine Learning - Intelligence and Learning - Session 3

Explore machine learning fundamentals through linear regression, gradient descent, and nearest neighbors algorithms with hands-on coding challenges and mathematical foundations.

• YouTube
• 3 hours 26 minutes
• Self-Paced
• Free Video