Online Courses to Learn Machine Learning

Explore 32 data science courses and free resources covering everything you need to know about Machine Learning.

Overview

Machine Learning (ML) is a subset of Artificial Intelligence (AI) that empowers us to build complex predictive models that do not require explicit programming for each possible outcome.

Related Training

32 learning opportunities
Coursera
Maven Analytics
Complete Visual Guide to Machine Learning
Applied Mathematics Classification Cluster Analysis Correlation Customer Analytics
Coursera
Google
Data Engineering, Big Data, and Machine Learning on GCP
Apache Spark Google BigQuery Google Cloud Platform Tensorflow APIs Big Data Cloud Computing Data Analysis Data Cleaning
Data Science Graduate Degrees
University College London
Data Science and Machine Learning MSc

12 months

$42,000
Algorithms Applied Mathematics Artificial Intelligence Bayesian Statistics Data Analysis
DataCamp
Designing Machine Learning Workflows in Python
Christoforos Anagnostopoulos

4 hours

$300

5,649
Python Data Analysis Data Modeling Data Sets Feature Engineering Loops
edX
University of California, San Diego
Dynamic Programming: Applications In Machine Learning and Genomics

4 weeks, 9 hours/week

Intermediate
Algorithms Data Modeling Machine Learning Programming
Free Online Data Science Textbooks
Interpretable Machine Learning
Christoph Molnar
Machine Learning
edX
State Bank of India
Introduction to Machine Learning for Finance
Finance Analytics Machine Learning
Coursera
Machine Learning With Big Data

22 hours

58,000
Apache Spark Cloudera Knime Algorithms Big Data Classification Cluster Analysis Data Analysis
Coursera
EDUCBA
Machine Learning with Python: Build & Optimize
Matplotlib NumPy Pandas Python scikit-learn Big Data Classification Cluster Analysis Data Analysis Data Collection
DataCamp
Machine Learning with scikit-learn
Hugo Bowne-Anderson

4 hours

$300
Python scikit-learn Classification Customer Analytics Data Analysis Data Modeling Data Sets
Coursera
LearnQuest
No-Code Machine Learning and Data Science for Everyone
Data Cleaning Data Science Healthcare Analytics Machine Learning Optimization
Free Data Science Cheat Sheets
DataCamp
Scikit-Learn Cheat Sheet: Python Machine Learning
Python scikit-learn Algorithms Data Modeling Machine Learning
edX
Georgia Institute of Technology
Computing for Data Analysis

15 weeks, 9 hours/week

Advanced
Jupyter Python SQL Algorithms Applied Mathematics Data Analysis Data Analytics Data Mining
Coursera
IBM
Introduction to Artificial Intelligence (AI)

11 hours

Beginner

148,534
Artificial Intelligence Data Ethics Deep Learning Image Analysis Machine Learning
Coursera
edureka!
AI for Strategic Decision Intelligence
Artificial Intelligence Business Intelligence Classification Data Analytics Data Ethics
Codecademy
Analyze Data with R

8 weeks

$240
ggplot Data Analysis Data Sets Data Visualization Functions Loops
Coursera
Packt
Applied Generative AI & NLP with Python
Python Artificial Intelligence Classification Data Analysis Data Modeling Data Science
Coursera
University of California, San Diego
Basic Data Processing and Visualization

11 hours

Intermediate

17,106
Jupyter Matplotlib NumPy Python Data Analysis Data Analytics Data Modeling Data Processing Data Science
Dataquest
Data Analyst in R
Caret R Programming RStudio SQL Shiny APIs Big Data Dashboards Data Analysis Data Cleaning
DataCamp
Data Science for Everyone

2 hours

$300

80,182
AB Testing Automation Cluster Analysis Data Analysis Data Cleaning
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Career Relevance

Machine Learning is most likely to appear on Data Scientist job descriptions where we found it mentioned 75.6 percent of the time.

1. Data Scientist
75.6%
2. Data Engineer
40.0%
3. Data Architect
36.4%
4. Data Analyst
10.5%
5. Chief Data Officer
8.3%
6. Business Analyst
1.7%