Online Courses to Learn Unsupervised Learning

Explore 86 data science courses and free resources covering everything you need to know about Unsupervised Learning.

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OverviewRelated TrainingCareer Relevance

Overview

Unsupervised learning (UL) is a type of algorithm that learns patterns from untagged data. The hope is that through mimicry, the machine is forced to build a compact internal representation of its world.

Related Training

86 learning opportunities
Coursera
Free
Unsupervised Learning

9 hours

Intermediate

5,884
Python Algorithms Big Data Cluster Analysis Data Analysis Data Cleaning
DataCamp
Unsupervised Learning in Python
Benjamin Wilson

4 hours

$300

74,152
Python Scipy scikit-learn Cluster Analysis Data Analysis Data Modeling Data Sets Data Visualization
DataCamp
Unsupervised Learning in R
Hank Roark

4 hours

$300

34,331
R Programming Algorithms Cluster Analysis Data Analysis Data Sets Data Visualization
Coursera
Stanford University
DeepLearning.AI
Free
Unsupervised Learning, Recommenders, Reinforcement Learning
Andrew Ng

30 hours

Beginner
Machine Learning Unsupervised Learning
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
Coursera
Databricks
Free
Applied Data Science for Data Analysts

16 hours

Intermediate

1,931
Apache Spark Databricks Data Modeling Data Science Feature Engineering Machine Learning Optimization
DataCamp
Cluster Analysis in Python
Shaumik Daityari

4 hours

$300

30,279
Python Scipy Algorithms Cluster Analysis Data Analysis Data Visualization Image Analysis
Coursera
IBM
Free
Deep Learning and Reinforcement Learning

14 hours

Intermediate

9,147
Keras Algorithms Artificial Intelligence Backpropagation Data Modeling Deep Learning
FutureLearn
Free
Introduction to Data Science with Microsoft Azure

2 weeks, 5 hours/week

Beginner
Microsoft Azure Data Analysis Data Analytics Data Science Data Visualization Distributions
Coursera
IBM
Free
Machine Learning Introduction for Everyone
Aije Egwaikhide and Yasmine Hemmati

6 hours

Beginner
Algorithms Artificial Intelligence Big Data Classification Data Mining
edX
IBM
Free
Machine Learning with Python: A Practical Introduction

5 weeks, 5 hours/week

Beginner
Python Algorithms Classification Cluster Analysis Data Modeling Dimension Reduction
Free Online Data Science Textbooks
Free
The Elements of Statistical Learning
Algorithms Applied Mathematics Bayesian Statistics Classification Cluster Analysis
Coursera
University of Colorado Boulder
Free
Unsupervised Algorithms in Machine Learning
Geena Kim

38 hours

Intermediate
Jupyter Kaggle Algorithms Applied Mathematics Cluster Analysis Customer Analytics Data Analysis
Coursera
IBM
Free
Unsupervised Machine Learning
Mark J Grover

9 hours

Intermediate

7,830
Algorithms Big Data Cluster Analysis Data Analysis Data Sets
Data Science Executive Education
Massachusetts Institute of Technology
Unsupervised Machine Learning: Unlocking the Potential of Data

6 weeks, 7 hours/week

$2,800
Artificial Intelligence Machine Learning Unsupervised Learning
Data Science Certifications
SAS
Advanced Analytics Professional

Advanced

$1,295
Python R Programming SAS Algorithms Arrays Big Data Classification Cluster Analysis
Udacity
BMW
AI for Business Leaders
Jupyter Microsoft Excel Salesforce Applied Mathematics Artificial Intelligence Customer Analytics Data Modeling Data Science
DataCamp
AI Fundamentals
Nemanja Radojković

4 hours

$300

10,468
Artificial Intelligence Data Modeling Deep Learning Machine Learning Neural Networks
Coursera
IBM
Free
AI Workflow: Enterprise Model Deployment
Mark J Grover

9 hours

Advanced

2,126
Apache Spark Docker Watson scikit-learn Algorithms Artificial Intelligence Data Modeling Deployment Machine Learning
Coursera
IBM
Free
AI Workflow: Feature Engineering and Bias Detection

12 hours

Advanced

2,660
Matplotlib NumPy Pandas Python Watson Algorithms Artificial Intelligence Cluster Analysis Data Ethics Data Modeling
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Career Relevance

Unsupervised Learning is most likely to appear on Data Scientist job descriptions where we found it mentioned 2.6 percent of the time.

1. Data Scientist
2.6%
2. Data Engineer
0.9%
3. Data Analyst
0.1%

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