Machine Learning Courses and Certifications

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

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

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

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

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

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

85 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

Career Certificate

Data Analyst

63 ratings

Master data analysis: clean messy data, uncover insights, make predictions with machine learning, and effectively communicate findings using Python, NumPy, pandas, Matplotlib, and Seaborn.

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

Machine Learning

375 ratings

Machine learning is the science of getting computers to act without being explicitly programmed. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

• Coursera
• 11 weeks, 61 hours a week
• Not Currently Offered
• Free Online Course (Audit)

Stanford CS229 - Machine Learning Full Course Taught by Andrew Ng - Autumn 2018

Comprehensive machine learning series covering fundamental concepts to advanced topics, taught by Andrew Ng. Includes algorithms, neural networks, and reinforcement learning.

• YouTube
• 1 day 3 hours
• Self-Paced
• Free Online Course