Machine Learning Courses and Certifications

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

DeepLearning.AI TensorFlow Developer

25393 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

Statistics and Machine Learning in R

If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.

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

Introduction to Machine Learning for Coders

Learn essential machine learning concepts and techniques for coders, covering fundamental principles and practical applications across 12 comprehensive lessons.

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

NVIDIA Jetson Xavier NX Machine Learning Tutorials

Comprehensive tutorials on NVIDIA Jetson Xavier NX, covering setup, camera integration, object tracking, and face recognition. Ideal for beginners and advanced users in machine learning and computer vision.

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

Machine Learning for Forex and Stock Analysis and Algorithmic Trading

Learn machine learning techniques for pattern recognition in forex and stock trading, focusing on data analysis, algorithmic strategies, and automated prediction models.

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

NPTEL;  IIT Kanpur

Applied Optimization for Wireless, Machine Learning, Big Data

This course is focused on developing the fundamental tools/ techniques in modern optimization as well as illustrating their applications in diverse fields such as Wireless Communication, Signal Processing, Machine Learning, Big Data and Finance.

• YouTube
• 1 day 11 hours
• 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

Rob Mulla

Time Series Forecasting with XGBoost - Use Python and Machine Learning to Predict Energy Consumption

Learn to predict energy consumption using XGBoost and Python in this hands-on tutorial. Covers data preparation, feature engineering, model building, and forecasting techniques for time series analysis.

• YouTube
• 23 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

Code Monkey

How to Use Machine Learning AI in Unity - ML-Agents

Unlock the power of Machine Learning AI in Unity with ML-Agents. Learn installation, agent creation, training, and visualization to enhance your game development skills.

• YouTube
• 45 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

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

AI, Machine Learning, Deep Learning and Generative AI Explained

Explore AI, ML, DL, and Generative AI concepts, their evolution, and impact. Learn about large language models, chatbots, and deepfakes while clarifying misconceptions in this concise overview.

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