Machine Learning Courses and Certifications

Great Learning

Python Machine Learning for Beginners - Machine Learning with Python 2023

1 rating

Comprehensive introduction to machine learning with Python, covering NumPy, Pandas, Matplotlib, and Seaborn libraries. Learn data manipulation, visualization techniques, and essential concepts for beginners.

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

Imperial College London

Metabolism Meets Machine Learning: Computational Metabolomics

1 rating

Explore computational metabolomics, combining metabolism and machine learning. Discover metabolite measurement, data analysis, and future directions in biomedical science.

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

Prodramp

Audio Processing in Python with Feature Extraction for Machine Learning

1 rating

Learn audio processing in Python using librosa for feature extraction, beat detection, and spectral analysis. Explore practical techniques for music information retrieval and machine learning applications.

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

Manolis Kellis

Introduction to Machine Learning in Computational Biology - Lecture 1

1 rating

Comprehensive overview of computational biology, exploring GenAI, representation learning, and their applications in genomics and language models. Insights into future directions and potential impacts.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Discover AI

Vibe Coding as a Learning Machine - Exploring Vibe Science and AI Research

1 rating

Explore the concept of Vibe Coding as a learning machine and its potential application to scientific discovery, examining the CodeScientist preprint and discussing if AI can facilitate "Vibe Science."

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

AI Fundamentals

1 rating

Discover the fundamentals of AI, learn to leverage AI effectively for work, and dive into models like ChatGPT to navigate the dynamic AI landscape.

• DataCamp
• 10 hours
• Self-Paced
• Free Trial Available

The Complete Python Developer

60249 ratings at Udemy

How to become a Python 3 Developer and get hired! Build 12+ projects, learn Web Development, Machine Learning + more!

• Udemy
• 1 day 7 hours
• Self-Paced
• Paid Course

Big Data Fundamentals with PySpark

1 rating

Learn the fundamentals of working with big data with PySpark.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Ensemble Methods in Python

1 rating

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Artificial Intelligence A-Z 2026: Agentic AI, Gen AI, and RL

49377 ratings at Udemy

Combine the power of Agentic AI, Generative AI, Reinforcement Learning to create powerful AI for Real-World applications

• Udemy
• 15 hours 16 minutes
• Self-Paced
• Paid Course

Intro to AI Agents and Agentic AI

50172 ratings at Udemy

Understand How AI Agents Work and How to Leverage This Technology to Transform Your Business and Career

• Udemy
• 2 hours 11 minutes
• Self-Paced
• Paid Course

AI Fundamentals for Non-Data Scientists

1042 ratings at Coursera

Explore AI fundamentals, machine learning methods, and deep learning techniques. Learn to create algorithms, use no-code tools, and apply AI in business contexts through hands-on practice and industry insights.

• Coursera
• 12 hours 6 minutes
• Self-Paced
• Paid Course

Scientific Machine Learning - Where Physics-based Modeling Meets Data-driven Learning

Explore the synergy of physics-based modeling and data-driven learning in scientific machine learning, addressing complex challenges in science, engineering, and medicine with interpretable and scalable solutions.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

[NEW] Ultimate AWS Certified AI Practitioner AIF-C01

42081 ratings at Udemy

Practice Exam included + explanations | Learn Artificial Intelligence | Pass the AWS AI Practitioner AIF-C01 exam!

• Udemy
• 10 hours 17 minutes
• Self-Paced
• Paid Course

Introduction to Adversarial Attacks in Machine Learning - Lecture 1

Introduction to adversarial attacks on AI systems, covering real-world examples, attack methods, and defense strategies for various applications like face recognition and object detection.

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