Machine Learning Courses and Certifications

TensorFlow

Machine Learning for Game Developers - Google I/O 2019

Explore machine learning solutions for game development, from Google-built ML models to custom AI training, addressing challenges traditional programming can't solve.

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

MathWorks Career Certificate

Practical Data Science with MATLAB

31 ratings

Develop practical data science skills using MATLAB for visualization, analysis, and modeling. Learn to process data, engineer features, and apply machine learning techniques across various industries without becoming a full-time developer.

• Coursera
• 8 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 4 courses

Fields Institute

Using Machine Learning and AI to Automate Anti-Money Laundering Efforts

3 ratings

Explore innovative applications of ML and AI in automating anti-money laundering processes, enhancing detection and prevention strategies for financial institutions.

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

Associate AI Engineer for Data Scientists

Train and fine-tune the latest AI models for production, including LLMs like Llama 3. Start your journey to becoming an AI Engineer today!

• DataCamp
• 1 day 16 hours
• Self-Paced
• Free Trial Available

Jeff Heaton

Introduction to Python and Google Colab for Data Science and Machine Learning

1 rating

Quick Python and Google CoLab tutorial for data science and machine learning, covering basics, file operations, and environment setup for beginners familiar with other programming languages.

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

Fields Institute

JAX- Accelerated Machine Learning Research via Composable Function Transformations in Python

1 rating

Explore accelerated machine learning research using JAX, a Python library for composable function transformations, enhancing ML model development and experimentation.

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

Great Learning

Ultimate Machine Learning Projects with Python for Beginners - 2024

1 rating

Master Python-based machine learning through hands-on projects, from basic algorithms to advanced applications like fake news detection, predictive maintenance, and emotion recognition. Build a portfolio with real-world implementations.

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

Yacine Mahdid

Learning Machine Learning Efficiently

1 rating

Discover an efficient approach to learning machine learning, exploring the landscape, optimal paths, and practical strategies for mastering this complex field.

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

5 Minutes Engineering

Machine Learning + Neural Networks Live Sessions - SVM

1 rating

Explore Support Vector Machines (SVM) in machine learning and neural networks, focusing on their applications and implementation techniques.

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

Python Simplified

Creating a Machine Learning GUI App with Taipy and TensorFlow

1 rating

Build a stylish GUI for image classification using Taipy and TensorFlow. Learn to process images, create neural networks, and design user-friendly interfaces for machine learning applications.

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

Great Learning

Product Categorization Using Machine Learning - Machine Learning With R

1 rating

Learn to categorize products using machine learning algorithms, improving e-commerce efficiency and marketing. Includes a case study and demo to apply the concepts in practice.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Machine Learning and Social Norms - Balancing Fairness and Accuracy

Machine learning's impact on social decisions: Exploring fairness, privacy, and accountability in algorithmic decision-making across various domains. Discusses recent research and challenges in embedding social norms into predictive algorithms.

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

Just Machine Learning: Challenges and Governance in the Age of AI

Explore the impact of AI on society, challenges of generative AI tools, and the need for digital literacy and governance in rapidly evolving technology landscapes.

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

Machine Learning for Personalization

Explore personalization through machine learning, covering collaborative ranking, prediction, causal learning, and online learning techniques used in recommendation systems.

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

Harvard CMSA

Mathematics and Machine Learning Closing Workshop

Explore cutting-edge intersections of mathematics and machine learning through expert presentations on topology, fluid dynamics, AI-assisted discovery, and computational methods.

• YouTube
• 12 hours 51 minutes
• Self-Paced
• Free Video