Machine Learning Courses and Certifications

Harvard CMSA

Self-Supervised Learning, JEPA, World Models, and the Future of AI

Discover cutting-edge AI concepts including self-supervised learning, JEPA architecture, and world models from renowned expert Yann LeCun in this Harvard lecture.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Tina Huang

Introduction to Open Source Models

Discover the fundamentals of open source AI models in this comprehensive introduction covering key concepts, practical applications, and getting started with implementation.

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

Tina Huang

LLM and Prompting 101

Discover fundamentals of large language models and prompting techniques through interactive modules and hands-on challenges with practical applications.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Great Learning

Customer Segmentation Using Clustering

Learn customer segmentation using four clustering techniques: KMeans, DBSCAN, MeanShift, and Agglomerative. Apply these methods to real-world data and compare their effectiveness in dividing customers into meaningful groups.

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

Great Learning

Application of Classification Algorithms

Explore popular classification algorithms, their comparisons, and real-world applications through a case study on employee promotion prediction using various techniques.

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

Data Analysis with Python

19697 ratings at Coursera

Learn to analyze data using Python, from importing and cleaning to exploratory analysis and building machine learning models. Gain hands-on experience with popular libraries and real-world datasets.

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

100 Days of Code™: The Complete Python Pro Bootcamp

418525 ratings at Udemy

Master Python by building 100 projects in 100 days. Learn data science, automation, build websites, games and apps!

• Udemy
• 2 days 8 hours 39 minutes
• Self-Paced
• Paid Course

Wearable Sensing for Neonates and Machine Learning in Prenatal Care - PHIND Seminar 2020

2 ratings

Explore wearable sensing for neonates and machine learning in prenatal care with experts from Stanford and Bloomlife, discussing innovative approaches to improve infant and maternal health outcomes.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Career Certificate

Data Science & AI Certificate

799 ratings at Noble Desktop

Master Python, SQL, and machine learning fundamentals to build data science skills, create automated solutions, develop interactive dashboards, and implement predictive models for real-world applications.

• Noble Desktop
• 114 hours
• Self-Paced
• $3,995.00

Career Certificate

FinTech Bootcamp

792 ratings at Noble Desktop

Master Python, data science, and financial analysis skills to build a career in FinTech. Learn data visualization, machine learning, SQL, automation, and create interactive dashboards for real-world applications.

• Noble Desktop
• 114 hours
• Self-Paced
• $4,995.00

Career Certificate

DeepLearning.AI TensorFlow Developer

25392 ratings at Coursera

Gain hands-on skills in applied machine learning with TensorFlow, building and training powerful models for AI-powered applications. Prepare for the Google TensorFlow Certificate exam.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Academic Lesson

Calculus for Beginners - Calculus for Machine Learning

Comprehensive exploration of calculus fundamentals, from limits and derivatives to optimization and antiderivatives, with applications in machine learning and real-world problem-solving.

• YouTube
• 10 hours 53 minutes
• Self-Paced
• Free Video

Steve Brunton

Reinforcement Learning - Machine Learning Meets Control Theory

Explore reinforcement learning's intersection with control theory, covering key concepts, algorithms, and applications in this comprehensive overview of machine learning's powerful technique.

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

Yannic Kilcher

Diffusion Models Beat GANs on Image Synthesis - Machine Learning Research Paper Explained

Explore how Diffusion Models outperform GANs in image synthesis, with improved architecture, classifier guidance, and better sample quality while maintaining distribution coverage.

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

Tech with Tim

Python Machine Learning & AI Mega Course - Learn 4 Different Areas of ML & AI

Comprehensive exploration of machine learning and AI in Python, covering algorithms, neural networks, chatbots, and game AI. Hands-on projects and in-depth explanations for practical skills development.

• YouTube
• 7 hours 34 minutes
• Self-Paced
• Free Video