Machine Learning Courses and Certifications

Krish Naik

MLOps - Machine Learning Production Grade Deployment Techniques - One-Shot Tutorial

Learn MLOps techniques for production-grade machine learning deployment across AWS and Azure platforms, including Elastic Beanstalk, EC2, Web Apps, and Docker with GitHub Actions.

• YouTube
• 1 hour 44 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

Python for Data

297 ratings at CreativeLive

Master Python for data science, from fundamentals like variables and control flow to NumPy, Pandas, Matplotlib visualizations, and linear regression in this hands-on bootcamp.

• CreativeLive
• 14 hours
• Self-Paced
• Paid Course

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

Career Certificate

Foundations of Retrieval Augmented Generation (RAG) Systems

260 ratings at CodeSignal

Master RAG systems fundamentals: vector databases, semantic retrieval with embeddings, and building complete pipelines to enhance text generation accuracy.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

Comprehensive Introduction to PyTorch

236 ratings at CodeSignal

Master PyTorch fundamentals through hands-on exercises, progressing from tensor basics to advanced neural networks and model optimization techniques using real-world datasets like wine classification.

• CodeSignal
• 11 hours
• Self-Paced
• Free Certificate
• 4 courses

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

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

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

Generative AI and Prompt Engineering For Absolute Beginners

12771 ratings at Udemy

Mastering Generative AI: Unlock the Power of Prompt Engineering

• Udemy
• 15 hours 38 minutes
• Self-Paced
• Paid Course