Machine Learning Courses and Certifications

Predict rocket launch delays with machine learning

An introduction to the world of machine learning that shows you how to take a real-life problem that NASA faces and apply machine learning to solve it.

• Microsoft Learn
• 1 hour 48 minutes
• Self-Paced
• Free Online Course

Amazon Web Services;  Amazon

Machine Learning Terminology and Process (Vietnamese)

Giới thiệu các khái niệm và quy trình máy học cơ bản, từ thuật ngữ đến các bước chi tiết và kỹ thuật phổ biến trong dự án ML. Phù hợp cho nhà phát triển muốn hiểu sâu về quy trình ML.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Exam Prep Standard Course: AWS Certified Machine Learning Engineer - Associate (MLA-C01 - English)

Prepare for AWS Certified Machine Learning Engineer - Associate exam with comprehensive coverage of data preparation, model development, deployment, and solution monitoring on AWS.

• AWS Skill Builder
• 5 hours 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Introduction to Machine Learning: Art of the Possible (Vietnamese)

Giới thiệu kiến thức cơ bản về máy học cho lãnh đạo doanh nghiệp, giúp đánh giá lợi ích và rủi ro khi áp dụng ML vào các tình huống kinh doanh khác nhau.

• AWS Skill Builder
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

[RETIRING] Exam Prep Standard Course: AWS Certified Machine Learning Engineer - Associate (MLA-C01 - English)

Master AWS machine learning engineering with comprehensive exam preparation for the MLA-C01 certification, covering data preparation, model development, deployment, and monitoring on AWS.

• AWS Skill Builder
• 5 hours 30 minutes
• Self-Paced
• Free Certificate

University of Tübingen

Statistical Machine Learning

2 ratings

Comprehensive exploration of machine learning concepts, from basic algorithms to advanced topics like kernels, dimensionality reduction, and clustering, with insights on societal impact and practical applications.

• YouTube
• 1 day 9 hours
• Self-Paced
• Free Online Course

NPTEL;  IIT Bombay

Practical Machine Learning with Tensorflow

2 ratings

We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.

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

Stanford Seminar - Enabling NLP, Machine Learning, and Few-Shot Learning Using Associative Processing

Explore associative processing for machine learning and NLP, enabling massive parallel data processing and in-memory computing for improved efficiency in various AI applications.

• YouTube
• 56 minutes
• Self-Paced
• Free Online Course

How Can You Trust Machine Learning?

Explore the pillars of trust in machine learning: clarity, competence, and alignment. Learn about processes and techniques to develop more effective and trustworthy AI systems.

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

How Machine Learning is Changing Software

Explore how machine learning is revolutionizing software development, from weak supervision to self-supervised systems, with insights from Stanford's Chris Re on emerging challenges and industry applications.

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

Serrano.Academy

A Friendly Introduction to Machine Learning

1 rating

Explore key machine learning algorithms through clear examples, from linear regression to neural networks and clustering techniques, in this beginner-friendly introduction.

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

NPTEL;  IIT Bombay

Practical Machine Learning with Tensorflow

1 rating

Learn essential machine learning concepts and apply them using TensorFlow, covering key topics from basic principles to deep learning and data visualization.

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

Deep Maths - Machine Learning and Mathematics

Explore groundbreaking research on machine learning in mathematics, featuring talks by leading experts and a panel discussion on its implications for the field's future.

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

Matrix Calculus for Machine Learning and Beyond - IAP 2023

Master matrix calculus for machine learning with MIT's comprehensive approach to derivatives in higher dimensions, optimization, and automatic differentiation techniques.

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

Krish Naik

End to End Machine Learning Project Implementation with Dockers, GitHub Actions and Deployment

Comprehensive guide to implementing a machine learning project, covering data analysis, model training, web application development, and deployment using Docker and GitHub Actions.

• YouTube
• 2 hours 45 minutes
• Self-Paced
• Free Video