Machine Learning Courses & Tutorials

Machine Learning courses

33 Results

Career path
Machine Learning/AI Engineer
Machine Learning/AI Engineers build end-to-end ML applications and power many of the apps we use every day. They work in Python, Git, & ML.
Includes 7 Courses
With Certificate
Beginner Friendly
39 Lessons
Career path
Data Scientist: Machine Learning Specialist
Machine Learning Data Scientists solve problems at scale, make predictions, find patterns, and more! They use Python, SQL, and algorithms.
Includes 27 Courses
With Professional Certification
Beginner Friendly
81 Lessons
Career path
Data Scientist: Natural Language Processing Specialist
NLP Data Scientists find meaning in language, analyze text and speech, and create chatbots. They use Python, SQL, & NLP to answer questions.
Includes 31 Courses
With Certificate
Beginner Friendly
84 Lessons
Skill path
Build a Machine Learning Model with Python
Learn to build machine learning models with Python.
Includes 10 Courses
With Certificate
Intermediate
16 Lessons
Skill path
Build Chatbots with Python
Build rules-based and generative AI chatbots with Python
Includes 6 Courses
With Certificate
Beginner Friendly
21 Lessons
Skill path
Build Deep Learning Models with TensorFlow
Use TensorFlow to build and tune deep learning models.
Includes 7 Courses
With Certificate
Intermediate
6 Lessons
Skill path
Apply Natural Language Processing with Python
Learn Python for Natural Language Processing, the field behind chatbots, search engines, and autocorrect.
Includes 8 Courses
With Certificate
Intermediate
8 Lessons
Skill path
Data Scientist Interview Preparation
Prepare for the data science interview process, from navigating job postings to passing the technical interview.
Includes 8 Courses
With Certificate
Intermediate
8 Lessons
Skill path
Feature Engineering
Machine learning is only as good as its training data. Learn how to process data properly before training your models.
Includes 4 Courses
With Certificate
Intermediate
4 Lessons
Skill path
Intermediate Machine Learning
Level up your machine learning skills with tuning methods, advanced models, and dimensionality reduction.
Includes 5 Courses
With Certificate
Intermediate
7 Lessons
Skill path
Learn Machine Learning
Learn the basics of machine learning to train your own models.
Includes 7 Courses
With Certificate
Beginner Friendly
12 Lessons
Skill path
Machine Learning and AI Fundamentals
Learn the coding, data science, and math you need to get started as a Machine Learning or AI engineer.
Includes 9 Courses
With Certificate
Beginner Friendly
35 Lessons
Free course
Learn R
Learn to code in R for data analysis and visualization.
Beginner Friendly
16 Lessons
Free course
Intro to ChatGPT
Learn about ChatGPT, one of the most advanced AI systems available today, and dive into the world of Generative AI.
Beginner Friendly
7 Lessons
Course
Intro to Machine Learning
Learn the basics of Machine Learning in this introductory course.
With Certificate
Intermediate
13 Lessons
Course
Intro to Cloud Computing
Learn the foundations of cloud computing across platforms like AWS, Cloud, Azure, and GCP.
With Certificate
Beginner Friendly
Free course
Machine Learning: Introduction with Regression
Get started with machine learning and learn how to build, implement, and evaluate linear regression models.
Beginner Friendly
3 Lessons
Course
Getting Started with Natural Language Processing
Humans communicate with language, but computers communicate with data. Discover how to translate between the two in this course.
With Certificate
Beginner Friendly
1 Lesson
Free course
Machine Learning: Artificial Intelligence Decision Making with Minimax
Teach computers how to make decisions and play games with the Minimax Algorithm!
Advanced
2 Lessons
Free course
Learn to Program Alexa
Learn how to build and host your own Alexa Skill.
Beginner Friendly
7 Lessons
Free course
Machine Learning: Perceptrons
Learn how to build perceptrons: the foundations of neural networks.
Beginner Friendly
1 Lesson
Free course
Analyze Taylor Swift Lyrics with Python Case Study
Use sentiment analysis and natural language processing to analyze Taylor Swift's lyrics.
Beginner Friendly
Course
Learn Linear Regression with R
Learn about the difference between simple linear regression and multiple linear regression in R
With Certificate
Intermediate
1 Lesson
Free course
Analyze NFL Stats with Python Case Study
Use NFL team statistics to model game winners and discover the most important team-level stats
Beginner Friendly
Free course
Machine Learning: Random Forests & Decision Trees
Learn how to build decision trees and then build those trees into random forests.
Beginner Friendly
2 Lessons
Course
Handling Missing Data
Learn how and when to tackle missing data with deletion, single imputation, linear interpolation, and multiple imputation techniques.
With Certificate
Beginner Friendly
Free course
Build a Machine Learning Pipeline
Learn how to build machine pipelines!
Intermediate
1 Lesson
Free course
Machine Learning: Logistic Regression
Predict the probability that a datapoint belongs to a given class with Logistic Regression.
Beginner Friendly
2 Lessons
Free course
Machine Learning: K-Nearest Neighbors
Implement and assess the K-Nearest Neighbors algorithm.
Beginner Friendly
2 Lessons
Free course
Analyze Traffic Safety Data with Python Case Study
Create data visualizations of traffic data from the last two decades and model the relationship between smartphones and collision rates.
Beginner Friendly
Free course
Learn Recommender Systems
Leverage machine learning to make recommendations with recommender systems.
Intermediate
1 Lesson
Free course
Ensemble Methods in Machine Learning
Learn about ensembling methods in machine learning!
Intermediate
2 Lessons
Free course
Machine Learning: Clustering with K-Means
Use unsupervised learning to find patterns hidden in data.
Beginner Friendly
2 Lessons

Machine Learning

Related resources

Related resources

New to Machine Learning? Start here

Intro to ChatGPT

Intro to ChatGPT

Machine Learning courses

Level

Price

Type

Lessons

Projects

Machine Learning courses

Machine Learning/AI Engineer

Data Scientist: Machine Learning Specialist

Data Scientist: Natural Language Processing Specialist

Build a Machine Learning Model with Python

Build Chatbots with Python

Build Deep Learning Models with TensorFlow

Apply Natural Language Processing with Python

Data Scientist Interview Preparation

Feature Engineering

Intermediate Machine Learning

Learn Machine Learning

Machine Learning and AI Fundamentals

Learn R

Intro to ChatGPT

Intro to Machine Learning

Intro to Cloud Computing

Machine Learning: Introduction with Regression

Getting Started with Natural Language Processing

Machine Learning: Artificial Intelligence Decision Making with Minimax

Learn to Program Alexa

Machine Learning: Perceptrons

Analyze Taylor Swift Lyrics with Python Case Study

Learn Linear Regression with R

Analyze NFL Stats with Python Case Study

Machine Learning: Random Forests & Decision Trees

Handling Missing Data

Build a Machine Learning Pipeline

Machine Learning: Logistic Regression

Machine Learning: K-Nearest Neighbors

Analyze Traffic Safety Data with Python Case Study

Learn Recommender Systems

Ensemble Methods in Machine Learning

Machine Learning: Clustering with K-Means

More resources

Machine Learning: Clustering Cheatsheet

Using Machine Learning to Analyze Taylor Swift's Lyrics

What are Neural Networks?

Machine Learning: Clustering Cheatsheet

How To Use Jupyter Notebooks

Linear Regression Cheatsheet

Logistic Regression Cheatsheet

Decision Trees Cheatsheet

Regression vs. Classification

Our best resources for students

Naive Bayes Classifier Cheatsheet