Machine Learning Courses and Certifications

Introduction to Machine Learning

1 rating at Udacity

Explore machine learning concepts and workflows using AWS SageMaker, from data analysis to model deployment. Learn to apply ML techniques, use advanced algorithms, and optimize models for real-world scenarios.

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

Machine learning for all

Discover machine learning fundamentals designed for non-technical students in management and social sciences, covering supervised and unsupervised learning with Excel and Python demos.

• Swayam
• 4 weeks
• Self-Paced
• Free Online Course

Machine Learning with Mahout Certification Training

Master machine learning for big data using Mahout. Learn recommendation engines, clustering, classification, and implement projects on Amazon EMR to earn certification.

• Edureka
• Self-Paced
• Paid Course

Career Certificate

Build a Machine Learning Model

Master machine learning fundamentals with Python, covering supervised/unsupervised learning, neural networks, and real-world projects using PyTorch and scikit-learn.

• Codecademy
• 23 hours
• Self-Paced
• Free Trial Available

Statistical Machine Learning

Statistical Machine Learning is a second graduate level course in advanced machine learning, assuming students have taken Machine Learning and Intermediate Statistics. The course covers methodology and theoretical foundations.

• Independent
• Self-Paced
• Free Online Course

Machine Learning Using Python Programming

Master Python-based machine learning techniques from data preprocessing to deep learning, covering regression, classification, clustering, and neural networks with practical implementations.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Machine Learning and Knowledge Discovery

Master machine learning fundamentals through hands-on PyTorch implementation, covering neural networks, SVMs, deep learning architectures, and practical applications in robotics, computer vision, and text analysis.

• XuetangX
• Self-Paced
• Free Online Course

Machine Learning and Knowledge Discovery

Master machine learning fundamentals and advanced concepts through hands-on PyTorch implementation, covering neural networks, deep learning architectures, and practical applications in robotics and computer vision.

• XuetangX
• Self-Paced
• Free Online Course

NITTTR

Machine Learning and Pattern Recognition

Discover machine learning algorithms and pattern recognition techniques through 8 weeks of comprehensive training covering classification, clustering, and data analysis methods.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Machine learning with Apache SystemML

Learn Apache SystemML for scalable machine learning with R-like and Python-like syntax. Explore optimized runtime plans, hands-on examples, and automatic scalability for increased productivity in ML algorithms.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Building a Machine Learning Pipeline

Master building reusable ML pipelines by predicting NYC short-term rental prices through hands-on end-to-end development.

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

AlphaZero from Scratch – Machine Learning Tutorial

Build AlphaZero from scratch, mastering AI techniques for superhuman game play. Learn MCTS, neural networks, and self-play training to create powerful game-playing algorithms.

• freeCodeCamp
• 4-5 hours
• Self-Paced
• Free Video

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

Learn machine learning with Python and TensorFlow. Build neural networks for diabetes prediction and wine review classification. Covers key concepts and practical implementation.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Machine Learning Basics Course (How To)

58-minute Machine Learning course: Machine learning encompasses many different ideas, programming languages, frameworks, and approaches to the subj...

• Treehouse
• 58 minutes
• Self-Paced
• Free Trial Available

Machine Learning Course for Beginners

Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.

• freeCodeCamp
• 10 hours
• Self-Paced
• Free Video