Machine Learning Courses and Certifications

Machine Learning Made Easy on Kubernetes - DevOps for Data Scientists

Explore DevOps for ML on Kubernetes: streamline data prep, model training, testing, and deployment using tools like Tensorflow, Kubeflow, and Pachyderm. Ideal for data scientists and SRE teams.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

GDC

FIFA 22's Hypermotion - Full-Match Mocap Driving Machine Learning Technology

Explore FIFA 22's groundbreaking Hypermotion technology, featuring full-match motion capture and machine learning for unprecedented realism in football gameplay animations.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

International Centre for Theoretical Sciences

Machine Learning the Landscape - Lecture 1

Explore machine learning in string theory landscape, covering Calabi-Yau manifolds, cohomology, and string phenomenology. Gain insights into complex geometries and their applications in theoretical physics.

• YouTube
• 1 hour 47 minutes
• Self-Paced
• Free Video

5 Minutes Engineering

Machine Learning and Neural Networks: Convolutional Neural Networks - Day 15

Explore Convolutional Neural Networks (CNN) in machine learning, understanding their architecture and applications in image processing and computer vision.

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

5 Minutes Engineering

K-Means Clustering in Machine Learning and Neural Networks - Day 8

Explore K-Means Clustering algorithm for unsupervised learning, understanding its principles and applications in machine learning and neural networks.

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

Nicholas Renotte

Coming Up With Data Science and Machine Learning Project Ideas

Explore innovative data science and machine learning project ideas in this live coding session, gaining inspiration and insights for your next venture.

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

1littlecoder

Build Machine Learning Blog with FastPages - Jupyter Notebook-Based Data Science Platform

Learn to create a free machine learning blog using FastPages, a powerful tool for data scientists to publish content from Jupyter Notebooks, Markdown, and Word documents.

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

1littlecoder

Python Basics for Machine Learning - Day 2 of Kaggle's 30 Days of ML Challenge

Learn Python fundamentals for machine learning, covering data manipulation, visualization, and deep learning tools in this comprehensive 30-day challenge.

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

Great Learning

Regression Analysis in Machine Learning - Linear Regression - Logistic Regression

Comprehensive exploration of regression analysis, covering linear and logistic techniques. Learn to leverage data relationships for informed decision-making in various business contexts.

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

Great Learning

Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier

Explore logistic regression and Naive Bayes classifiers for supervised machine learning. Learn their advantages, applications, and implementation in classification tasks for data-driven decision making.

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

Great Learning

Amazon SageMaker Tutorial - How to Use Amazon SageMaker for Machine Learning

Learn to build, train, and deploy machine learning models using Amazon SageMaker. Explore its architecture, features, and hands-on implementation for streamlined ML development and production.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Great Learning

Classification Algorithm Tutorial - Machine Learning Tutorial

Comprehensive tutorial on classification algorithms in machine learning, covering techniques for categorizing new observations based on training data. Explores supervised learning methods and practical applications.

• YouTube
• 9 hours 40 minutes
• Self-Paced
• Free Video

Great Learning

Supervised Learning Projects Tutorial - Machine Learning Tutorial

Hands-on tutorial exploring supervised learning projects, including COVID-19 prediction, Pokémon analysis, and credit card fraud detection. Covers data gathering, visualization, and practical implementation of machine learning algorithms.

• YouTube
• 2 hours 59 minutes
• Self-Paced
• Free Video

Great Learning

Python for Machine Learning - Machine Learning Tutorial - Python Tutorial

Explore Python libraries for machine learning, including NumPy, Pandas, and Seaborn. Learn data manipulation, visualization, and practical ML implementation through examples and hands-on demonstrations.

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

Great Learning

Python for Machine Learning - Machine Learning Tutorial for Beginners

Comprehensive introduction to Python libraries for machine learning, covering NumPy, Pandas, and Seaborn. Includes practical implementations of algorithms and data visualization techniques.

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