Machine Learning Courses and Certifications

Data School

Machine Learning

Explore key machine learning concepts, including confusion matrices, ROC curves, and AUC. Apply knowledge to real-world challenges and text analysis.

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

Machine Learning Pipelines

Explore advanced house price prediction through data analysis, feature engineering, and selection techniques for improved model accuracy.

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

Machine Learning

Comprehensive 7-day exploration of key machine learning algorithms, from regression techniques to clustering methods, enhancing data science skills through live interactive sessions.

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

Data Science & Machine Learning Full Courses in Python & R

Comprehensive data science and machine learning program covering statistics, Python, R, AI, and more. Ideal for beginners and professionals seeking to upskill in key areas of data analysis and ML.

• YouTube
• 3 days 9 hours
• Self-Paced
• Free Video

BioinformaticsDotCA

CBW's Machine Learning Workshops May 25-26, 2021

Comprehensive workshop on machine learning in bioinformatics, covering decision trees, neural networks, hidden Markov models, and practical applications using Keras and Scikit-Learn.

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

Tech with Tim

Python Machine Learning Tutorials

Comprehensive introduction to machine learning concepts, from basic linear regression to advanced neural networks, with practical Python implementations and visualizations.

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

Acadgild

Machine Learning Tutorials for Data Science

Comprehensive tutorials covering machine learning fundamentals for data science, ideal for beginners seeking to understand key concepts and applications in the field.

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

Augmented Startups

The Fun and Easy Guide to Machine Learning - Tutorials

Comprehensive introduction to machine learning algorithms, from regression to neural networks, with practical Python implementations and engaging whiteboard explanations for beginners and enthusiasts.

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

How Optimization for Machine Learning Works

Explore the fundamentals of optimization in machine learning through a comprehensive four-part video series, covering key concepts and techniques.

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

Caleb Curry

Machine Learning

Comprehensive introduction to machine learning, covering algorithms, data analytics, and predictive modeling. Includes hands-on tutorials on data preparation, visualization, and decision tree implementation.

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

OpenSSF

ML Model Signing: Cryptographically Paving the Way to Provenance in Machine Learning Models

Explore cryptographic signing for ML models, enhancing trust and provenance in AI. Learn about open-source specifications for verifying model integrity and strengthening the AI supply chain.

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

The AI University

Machine Learning and Deep Learning Maths - Matrix and Vector Operations

Explore essential matrix and vector operations for machine learning and deep learning using Python, covering creation, manipulation, and mathematical computations.

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

The AI University

Machine Learning and Deep Learning Bootcamp Series

Comprehensive bootcamp covering machine learning and deep learning, from data extraction to model evaluation, using Python, Scikit-learn, and Spark MLlib.

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

The AI University

Machine Learning & Deep Learning Projects

Hands-on projects in machine learning and deep learning, covering chatbots, sentiment analysis, image captioning, speech recognition, customer segmentation, and facial expression detection.

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

Steve Brunton

Data-Driven Dynamical Systems with Machine Learning

Explore modern machine learning methods for modeling complex dynamical systems from data. Learn data-driven control techniques and apply them to various fields of science and engineering.

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