Machine Learning

84 courses18.2M learners19 providers

Learn core machine learning algorithms and techniques including supervised learning, unsupervised learning, and model evaluation.

AllSupervised LearningUnsupervised LearningRegressionClassificationClustering

Editor's Picks

Top Rated in Machine Learning

Stanford Online

Machine Learning

Stanford Online

11 weeksintermediate

Deep Learning Specialization

Coursera

5 monthsintermediate

Machine Learning Specialization

Coursera

3 monthsbeginner

All Machine Learning Courses

Stanford Online

Machine Learning

Stanford Online

11 weeksintermediate

Deep Learning Specialization

Coursera

5 monthsintermediate

Machine Learning Crash Course

Google

15 hoursbeginner

CS50's Introduction to Artificial Intelligence with Python

Harvard / edX

7 weeksbeginner

Stanford Online

Deep Learning for Computer Vision

Stanford Online

10 weeksadvanced

Intro to Machine Learning

Kaggle

3 hoursbeginner

Intro to Machine Learning with PyTorch

Udacity

3 monthsbeginner

Machine Learning Specialization

Coursera

3 monthsbeginner

Full Stack Deep Learning

FSDL

Self-pacedadvanced

University of Helsinki

Elements of AI

University of Helsinki

6 weeksbeginner

Machine Learning Engineering for Production (MLOps)

Coursera

4 monthsadvanced

Deep Learning

NYU

14 weeksadvanced

Machine Learning Scientist with Python

DataCamp

93 hoursintermediate

AI For Everyone

Coursera

4 weeksbeginner

Google Advanced Data Analytics Professional Certificate

Coursera

6 monthsintermediate

IBM AI Engineering Professional Certificate

Coursera

3 monthsintermediate

Mathematics for Machine Learning and Data Science Specialization

Coursera

3 monthsbeginner

MicroMasters in Statistics and Data Science

edX

14 monthsadvanced

Machine Learning

edX

12 weeksintermediate

Artificial Intelligence

edX

12 weeksintermediate

Machine Learning with Python: from Linear Models to Deep Learning

edX

15 weeksintermediate

Deep Learning Fundamentals with Keras

edX

5 weeksbeginner

Principles of Machine Learning

edX

6 weeksintermediate

Data Science: Machine Learning

edX

8 weeksintermediate

Machine Learning A-Z: AI, Python & R

Udemy

44 hoursbeginner

Python for Data Science and Machine Learning Bootcamp

Udemy

25 hoursbeginner

NLP - Natural Language Processing with Transformers in Python

Udemy

12 hoursintermediate

TensorFlow Developer Certificate in 2024: Zero to Mastery

Udemy

64 hoursintermediate

Complete Machine Learning & Data Science Bootcamp 2024

Udemy

44 hoursbeginner

DeepLearning.AI

Automated Testing for LLMOps

DeepLearning.AI

1 hourintermediate

A Code-First Introduction to NLP

fast.ai

6 weeksintermediate

Stanford Online

Deep Learning

Stanford Online

10 weeksintermediate

MIT OpenCourseWare

Introduction to Machine Learning

MIT OpenCourseWare

14 weeksintermediate

MIT OpenCourseWare

Artificial Intelligence

MIT OpenCourseWare

14 weeksintermediate

MIT OpenCourseWare

Machine Learning for Healthcare

MIT OpenCourseWare

14 weeksadvanced

ML Pipelines on Google Cloud

Google Cloud

Intermediate Machine Learning

Kaggle

4 hoursintermediate

Feature Engineering

Kaggle

5 hoursintermediate

Natural Language Processing

Kaggle

3 hoursintermediate

Computer Vision

Kaggle

4 hoursintermediate

Time Series

Kaggle

5 hoursintermediate

Machine Learning for Beginners

Microsoft

12 weeksbeginner

Microsoft Learn

Azure Data Scientist Associate

Microsoft Learn

8 hoursintermediate

Machine Learning with Python

Coursera

5 weeksbeginner

Introduction to Deep Learning & Neural Networks with Keras

Coursera

3 weeksbeginner

AI Programming with Python Nanodegree

Udacity

3 monthsbeginner

ML DevOps Engineer Nanodegree

Udacity

4 monthsadvanced

Deep Learning in Python

DataCamp

4 hoursintermediate

Introduction to Natural Language Processing in Python

DataCamp

4 hoursintermediate

Supervised Learning with scikit-learn

DataCamp

4 hoursbeginner

Unsupervised Learning in Python

DataCamp

4 hoursintermediate

Data Scientist with Python Career Track

DataCamp

90 hoursbeginner

LinkedIn Learning

Artificial Intelligence Foundations: Machine Learning

LinkedIn Learning

2 hoursbeginner

LinkedIn Learning

Machine Learning with Python: Foundations

LinkedIn Learning

3 hoursbeginner

LinkedIn Learning

NLP with Python for Machine Learning Essential Training

LinkedIn Learning

4 hoursintermediate

Google Machine Learning Engineer Professional Certificate

Coursera

4 monthsadvanced

AWS Certified Machine Learning Specialty 2024

Udemy

9 hoursintermediate

Google Cloud: Introduction to AI and Machine Learning

edX

3 weeksbeginner

The Analytics Edge

edX

13 weeksintermediate

IBM Data Science Professional Certificate

Coursera

5 monthsbeginner

Data Scientist Nanodegree

Udacity

4 monthsintermediate

How Google Does Machine Learning

Coursera

2 weeksbeginner

Introduction to TensorFlow for AI, ML, and DL

Coursera

4 weeksbeginner

The Data Science Course: Complete Data Science Bootcamp

Udemy

32 hoursbeginner

Data Science Essentials

edX

6 weeksbeginner

LinkedIn Learning

MLOps Essentials: Model Deployment and Monitoring

LinkedIn Learning

2 hoursintermediate

Extreme Gradient Boosting with XGBoost

DataCamp

4 hoursintermediate

Professional Certificate in Data Science

edX

9 monthsintermediate

LinkedIn Learning

Computer Vision: Deep Learning with Python

LinkedIn Learning

3 hoursintermediate

End-to-End Machine Learning with MLflow

Udemy

8 hoursintermediate

AI for Medicine Specialization

Coursera

3 monthsintermediate

Google Data Engineering Professional Certificate

Coursera

5 monthsintermediate

Modern Natural Language Processing in Python

Udemy

16 hoursintermediate

DeepLearning.AI

Efficiently Serving LLMs

DeepLearning.AI

DeepLearning.AI

Understanding and Applying Text Embeddings

DeepLearning.AI

Machine Learning Fundamentals

edX

10 weeksintermediate

Introduction to Vertex AI

Google Cloud

6 hoursintermediate

Bayesian Machine Learning in Python: A/B Testing

Udemy

12 hoursadvanced

Feature Engineering for Machine Learning

Udemy

11 hoursintermediate

AWS Machine Learning Foundations

Udacity

2 monthsbeginner

Preprocessing for Machine Learning in Python

DataCamp

4 hoursintermediate

Deep Learning for Computer Vision with TensorFlow

Coursera

4 weeksintermediate

MLOps: Machine Learning Operations with Python

Udemy

14 hoursadvanced

DeepLearning.AI

LLMOps

DeepLearning.AI

1 hourintermediate

Frequently Asked Questions

What is the best first course for machine learning?

Andrew Ng's Machine Learning Specialization on Coursera is widely recommended for beginners. It covers fundamentals with clear explanations and hands-on assignments.

How much math do I need for machine learning?

You need linear algebra, calculus, probability, and statistics. Many courses teach these alongside ML concepts, so you can learn them in context rather than as separate subjects.

What's the difference between AI, ML, and deep learning?

AI is the broadest concept of intelligent machines. ML is a subset where systems learn from data. Deep learning is a further subset using neural networks with many layers.

Can I learn machine learning without a degree?

Absolutely. Many successful ML practitioners are self-taught through online courses, bootcamps, and projects. A strong portfolio and practical skills matter more than formal credentials.

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