Machine Learning Courses and Certifications

AnalystPrep

Machine Learning and Prediction: Decision Trees to Neural Networks - Part B

Master advanced machine learning techniques for FRM exam preparation, covering decision trees, neural networks, and predictive modeling performance evaluation methods.

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

AnalystPrep

Machine Learning and Prediction - Part A - FRM Part 1 2025

Master regression techniques and regularization methods for predictive modeling in FRM, covering linear and logistic approaches, categorical variable encoding, and ridge versus LASSO methods.

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

Android Developers

Self-Driving Apps - Using Machine Learning and AI to Improve App Performance

Explore machine learning in apps with examples from Instacart. Learn how AI enhances performance, improves logistics, and drives growth in mobile applications.

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

Databricks

Developing Scalable Machine Learning Pipelines for Gaming Industry

Explore scalable ML pipelines in gaming, leveraging Apache Spark for data-driven product development and improved user acquisition through advanced LTV modeling.

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

Cloud Native Machine Learning - Automated Anomaly Detection

Explore automated anomaly detection techniques for machine learning, enhancing your ability to identify and respond to data irregularities in cloud-native environments.

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

Yannic Kilcher

Machine Learning News: Gemma, Gemini, Groq, Sora, and AI Developments

Explore latest ML developments: Gemma, Groq, Sora, Gemini updates. Dive into hardware advancements, AI ethics, and amusing incidents. Stay informed on cutting-edge AI progress and industry news.

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

ICTP Condensed Matter and Statistical Physics

The Hitchhiker's Guide to Condensed Matter and Statistical Physics - Machine Learning for Condensed Matter

Explore machine learning applications in condensed matter and statistical physics, covering quantum systems, thermodynamic properties, and neural networks for many-body problems.

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

Wolfram

What's Really Going On in Machine Learning? Some Minimal Models - Stephen Wolfram Reading

Explore Stephen Wolfram's insights on machine learning through minimal models, covering neural nets, discrete rule arrays, and optimization processes. Gain a deeper understanding of ML fundamentals and their implications.

• YouTube
• 2 hours 23 minutes
• Self-Paced
• Free Video

Google Cloud Tech

Running Large-Scale Machine Learning on Google Kubernetes Engine

Discover how to leverage GKE for training and serving large-scale ML models, overcoming challenges and implementing best practices for efficient AI development.

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

Anyscale

The Magic of Merlin - Shopify's New Machine Learning Platform

Explore Shopify's Merlin ML platform, its open-source stack, architecture, and how it scales ML work using Ray.

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

Hardware.ai

Machine Learning Inference on Raspberry Pi Pico 2040 via Edge Impulse

Learn to implement machine learning inference on Raspberry Pico 2040 using Edge Impulse, covering environment setup, sample data inference, sensor data processing, and porting details.

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

Data Science Dojo

Experiment Management for Machine Learning

Explore best practices for managing machine learning experiments, addressing reproducibility, documentation, and code dependency issues to improve workflow efficiency and results.

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

Career Certificate

Implementing AI Algorithms from Scratch

315 ratings at CodeSignal

Master the fundamentals of AI by implementing machine learning algorithms from scratch, covering regression, classification, optimization, ensemble methods, clustering, and neural networks with hands-on coding.

• CodeSignal
• 21 hours
• Self-Paced
• Free Certificate
• 6 courses

Prodramp

Machine Learning with DataRobot AI Cloud Platform

1 rating

Comprehensive tutorial on DataRobot AI Cloud Platform, covering machine learning model building, evaluation, and deployment. Explores key features like AutoML, bias detection, and model optimization.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Advanced Cyberinfrastructure Training at RPI

Materials Science and Discovery Powered by Machine Learning

1 rating

Explore machine learning applications in materials science, focusing on innovative discovery techniques and computational advancements in the field.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video