Machine Learning Courses and Certifications

ADC - Audio Developer Conference

Designing Smart Algorithms: Traditional DSP vs. Machine Learning

Explore smart algorithm design using traditional DSP vs. machine learning. Compare approaches, discuss principles, and determine optimal techniques for your application.

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

CppCon

Leveraging the Power of C++ for Efficient Machine Learning on Embedded Devices

Explore practical C++ and TensorFlow Lite integration for efficient machine learning on embedded devices. Includes image classification and hand gesture recognition demonstrations on Raspberry Pi.

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

Discover AI

Node and Edge Classification with GraphSAGE for Graph Machine Learning

Master node and edge classification in GraphML using GraphSAGE, covering DGL implementation, heterogeneous graphs, and practical PyTorch examples for effective graph neural network development.

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

Mastering Confusion Matrix in Machine Learning - From Confusion to Clarity

Master the confusion matrix to evaluate and enhance machine learning model performance through accuracy, precision, and recall metrics for better classification results.

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

Great Learning

Python and Generative AI Projects for Beginners - Building Applications and Machine Learning Systems

Master Python programming while building practical GenAI projects, from basic word games to advanced applications like face recognition, chatbots, and recommendation systems. Includes hands-on data analysis and visualization.

• YouTube
• 10 hours 26 minutes
• Self-Paced
• Free Video

Cluster Analysis and Unsupervised Machine Learning in Python

5235 ratings at Udemy

Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE.

• Udemy
• 7 hours 57 minutes
• Self-Paced
• Paid Course

AI Engineer Core Track: LLM Engineering, RAG, QLoRA, Agents

31913 ratings at Udemy

Become an LLM Engineer in 8 weeks: Build and deploy 8 LLM apps, mastering Generative AI, RAG, LoRA and AI Agents.

• Udemy
• 1 day 9 hours 24 minutes
• Self-Paced
• Paid Course

Federated Learning with Azure Machine Learning

2 ratings

Explore federated learning with Azure ML, enabling collaborative training across organizations while protecting data privacy. Includes a demo of global FL setup using NVIDIA FLare.

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

Become A Learning Machine 2.0: Read 300 Books This Year

3596 ratings at Udemy

How To Finally Get Through Your Unread Bookshelf, Even If You Have Little Time and Read Too Slowly… Guaranteed!

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

Generative AI for Leaders & Business Professionals

29008 ratings at Udemy

Become an AI Powered Business Leader & Professional who is Equipped with knowledge about the Modern Machines

• Udemy
• 9 hours 50 minutes
• Self-Paced
• Paid Course

Applied Algebraic Topology Network

Kelin Xia - Persistent Function Based Machine Learning for Drug Design

1 rating

Exploring persistent function-based machine learning for drug design, focusing on novel molecular representations and their application in improving predictive models for drug discovery.

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

Mecharithm - Robotics and Mechatronics

Python for Machine Learning in 40 Minutes - Machine Learning for Robotics - Lesson 3

1 rating

Crash course on Python essentials for machine learning in robotics, covering Spyder IDE, variables, data structures, control flow, and NumPy for matrix operations.

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

1littlecoder

XGBoost and Data Leakage in Machine Learning - Day 14 of 30 Days of ML

1 rating

Explore XGBoost and data leakage in machine learning. Learn to build optimized models, prevent leakage issues, and enhance your ML skills with practical tutorials and exercises.

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

The Machine Learning Engineer

Azure ML: Python SDK v2 - Creating Machine Learning Applications

1 rating

Develop ML applications using Azure Machine Learning Studio Python SDK v2. Train models and publish to Azure ML model repository.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Great Learning

Bank Transaction Fraud Detection with Data Science - Fraud Detection Using Machine Learning

1 rating

Learn effective data science techniques for detecting bank transaction fraud using machine learning, decision trees, and anomaly detection. Gain practical insights through real-world case studies and hands-on guidance.

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