Online Courses to Learn Machine Learning

Explore 612 data science courses and free resources covering everything you need to know about Machine Learning.

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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

612 learning opportunities
Coursera
IBM
Free
Advanced Machine Learning and Signal Processing
Romeo Kienzler

28 hours

Advanced

39,163
Watson Cloud Computing Cluster Analysis Data Analysis Decision Trees Inference
FutureLearn
Free
AI and Machine Learning Algorithms Using Python

5 weeks, 5 hours/week
Microsoft Azure Python Algorithms Artificial Intelligence Classification Data Modeling Data Science
Free Online Data Science Textbooks
Free
AI and Machine Learning For Finance
Michela Cameletti
RStudio ggplot Artificial Intelligence Classification Data Analysis Distributions Functions
Data Science Certifications
SAS
AI & Machine Learning Professional

$1,295
SAS Arrays Artificial Intelligence Classification Data Analysis Data Analytics
Coursera
University of Michigan
Free
Applied Machine Learning in Python

35 hours

Intermediate

245,905
Python scikit-learn Classification Cluster Analysis Data Analysis Data Mining Data Modeling
Coursera
Google
Free
Applying Machine Learning to your Data with GCP

10 hours

Intermediate

14,821
Google BigQuery Google Cloud Platform SQL APIs Cloud Computing Data Analysis Data Modeling Data Visualization
LinkedIn
Artificial Intelligence Foundations: Machine Learning

1 hours

$20

181,841
Algorithms Artificial Intelligence Cluster Analysis Data Analysis Data Sets
Data Science Certifications
Amazon
AWS Certified Machine Learning – Specialty

$300
Amazon Web Services Apache Spark Docker Hadoop Hive AB Testing Algorithms Classification Cloud Computing Cluster Analysis
Udacity
Amazon
Free
AWS Machine Learning Foundations Course

2 months
Amazon Web Services Python Algorithms Artificial Intelligence Data Modeling Machine Learning Programming
LinkedIn
Azure Machine Learning Development: 1 Basic Concepts

1 hours

$30

18,155
Microsoft Azure Artificial Intelligence Classification Data Science Machine Learning
Free Online Data Science Textbooks
Free
Bayesian Reasoning and Machine Learning
David Barber

Intermediate
Algorithms Bayesian Statistics Classification Data Analysis Data Modeling
Udacity
Become a Machine Learning Engineer

3 months, 10 hours/week
Anaconda Linux NumPy Python Algorithms Artificial Intelligence Data Modeling Deployment Machine Learning
Udacity
Microsoft
Become a Machine Learning Engineer for Microsoft Azure

3 months, 8 hours/week
Linux Microsoft Azure Python Algorithms Artificial Intelligence Cluster Analysis Data Modeling Data Types
Coursera
Microsoft
Free
Build and Operate Machine Learning Solutions with Azure

31 hours

Intermediate
Microsoft Azure Python Cloud Computing Data Analysis Data Analytics Data Modeling Data Privacy
LinkedIn
Building a Recommendation System with Python Machine Learning & AI

2 hours

$30

81,356
Pandas Python Algorithms Artificial Intelligence Correlation Machine Learning Recommendation Systems
Coursera
DeepLearning.AI
Free
Calculus for Machine Learning and Data Science

25 hours

Beginner

2,707
Data Science Machine Learning Neural Networks Optimization Product Analytics
Data Science Bootcamps
California Institute of Technology
Simplilearn
Caltech Artificial Intelligence and Machine Learning Bootcamp

6 months, 8 hours/week

$8,000
Django Keras Matplotlib Natural Language Toolkit Python Algorithms Artificial Intelligence Customer Analytics Data Analysis Data Modeling
DataCamp
Case Study: School Budgeting with Machine Learning in Python
Peter Bull

4 hours

$300

44,825
Python scikit-learn Data Modeling Data Sets Machine Learning Natural Language Processing
edX
New York University
Free
Classical Machine Learning for Financial Engineering

7 weeks, 5 hours/week

Intermediate
Algorithms Applied Mathematics Data Analysis Data Cleaning Data Sets
Coursera
Duke University
Free
Cloud Machine Learning Engineering and MLOps
Noah Gift

12 hours

Intermediate

2,309
Microsoft Azure APIs Artificial Intelligence AutoML Cloud Computing Cluster Analysis
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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%

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