10 Best Unsupervised Machine Learning Courses and Certifications Online

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Close up iPhone showing Udemy application and laptop with notebookThere are countless online courses and classes that will assist you improve your Unsupervised Machine Learning abilities and earn your Unsupervised Machine Learning certificate.

In this post, our specialists have actually put together a curated list of the 10 Best of the Best Unsupervised Machine Learning courses, tutorials, training programs, classes and certifications that are offered online right now.

We have actually included just those courses that satisfy our high-quality requirements. We have actually put a great deal of time and effort into gathering these all for you. These courses are suitable for all levels, beginners, intermediate learners, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Unsupervised Machine Learning Courses and Certifications Online

1. Unsupervised Machine Learning Hidden Markov Models in Python by “Lazy Programmer Team, Lazy Programmer Inc.” Udemy Course Our Best Pick

“HMMs for stock price analysis, language modeling, web analytics, biology, and PageRank.”

As of right now, more than 24433+ people have enrolled in this course and there are over 3438+ reviews.

Course Content
“Introduction and Outline
Markov Models
Markov Models: Example Problems and Applications
Hidden Markov Models for Discrete Observations
Discrete HMMs Using Deep Learning Libraries
HMMs for Continuous Observations
HMMs for Classification
Bonus Example: Parts-of-Speech Tagging
Theano, Tensorflow, and Machine Learning Basics Review
Setting Up Your Environment (FAQ by Student Request)
Extra Help With Python Coding for Beginners (FAQ by Student Request)
Effective Learning Strategies for Machine Learning (FAQ by Student Request)
Appendix / FAQ Finale”

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2. Cluster Analysis and Unsupervised Machine Learning in Python by “Lazy Programmer Team, Lazy Programmer Inc.” Udemy Course

“Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE.”

As of right now, more than 23559+ people have enrolled in this course and there are over 4520+ reviews.

Course Content
Introduction to Unsupervised Learning
K-Means Clustering
Hierarchical Clustering
Gaussian Mixture Models (GMMs)
Setting Up Your Environment (FAQ by Student Request)
Extra Help With Python Coding for Beginners (FAQ by Student Request)
Effective Learning Strategies for Machine Learning (FAQ by Student Request)
Appendix / FAQ Finale

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3. Unsupervised Machine Learning : With 2 Capstone ML Projects by Data Is Good Academy Udemy Course

Learn Complete Unsupervised ML: Clustering Analysis and Dimensionality Reduction

As of right now, more than 13425+ people have enrolled in this course and there are over 62+ reviews.

Course Content
Introduction to Clustering Analysis
Introduction to Dimensionality Reduction
Optimizing Crop Production
Customer Segmentation Engine
Outro Section
Bonus Section

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4. K-Means for Cluster Analysis and Unsupervised Learning in R by Kate Alison Udemy Course

The powerful K-Means Clustering Algorithm for Cluster Analysis and Unsupervised Machine Learning in R

As of right now, more than 5032+ people have enrolled in this course and there are over 42+ reviews.

Course Content
Introduction
Software used in this course
R Crash Course – get started with R-programming in R-Studio
Unsupervised learning: K-Means in R: Theory & Practise
Advanced K-Means Clustering Analysis
Performance Evaluation of Unsupervised Learning CLustering Algorithms in R
Your Independent Project in K-Means CLuster Analysis
BONUS

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5. Cluster Analysis & Unsupervised Machine Learning in R by “Kate Alison, Georg Müller” Udemy Course

“Harness Power of R for unsupervised machine Learning (k-means, hierarchical clustering) – With Practical Examples in R”

As of right now, more than 4634+ people have enrolled in this course and there are over 31+ reviews.

Course Content
Introduction
Software used in this course
R Crash Course – get started with R-programming in R-Studio
Unsupervised learning: Hierarchical Clustering in R
Unsupervised Learning: K-Means Clustering
More Unsupervised Clustering techniques: Hands-On
Performance Evaluation of Unsupervised Learning Clustering Algorithms in R
Independent Project in Cluster Analysis based on Case Study
Applied Example: unsupervised K-means learning for mapping applications
Bonus

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6. K-Means for Cluster Analysis and Unsupervised Learning by Hannes Hinrichs Udemy Course

The powerful K-Means Clustering Algorithm for Cluster Analysis and Unsupervised Machine Learning in Python

As of right now, more than 2480+ people have enrolled in this course and there are over 35+ reviews.

Course Content
Introduction
The Mechanics of K-Means
Application: Implementation
Final words

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7. Machine Learning for Data Analysis: Unsupervised Learning by “Maven Analytics, Joshua MacCarty” Udemy Course

Machine Learning made simple with Excel! Unsupervised learning topics for advanced data analysis & business intelligence

As of right now, more than 1018+ people have enrolled in this course and there are over 115+ reviews.

Course Content
Getting Started
Intro to Unsupervised ML
Clustering & Segmentation
Association Mining & Basket Analysis
Outlier Detection
Dimensionality Reduction
Wrapping Up

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8. Data Science-Unsupervised Machine Learning Using R by ExcelR Solutions Udemy Course

“Recommender Systems, Association Rules, Dimension Reduction, Network Analysis”

As of right now, more than 948+ people have enrolled in this course and there are over 54+ reviews.

Course Content
Data Mining-Unsupervised Learning Using R
Recommender Systems
Association Rules
Dimension Reduction
Network Analysis

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9. Mastering Unsupervised Learning with Python by Packt Publishing Udemy Course

“Master advanced clustering, topic modeling, manifold learning, and autoencoders using Python”

As of right now, more than 204+ people have enrolled in this course and there are over 19+ reviews.

Course Content
Advanced Clustering Methods: Selecting the Best Algorithm
Topic Modeling: Semantic Content Recommendations
Manifold and Deep Learning for High-Dimensional Data

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10. Unsupervised Machine Learning with Python by Satish Reddy Udemy Course

Unsupervised Machine Learning Clustering and Dimension Reduction Algorithms with Python Implementation and Applications

As of right now, more than 167+ people have enrolled in this course and there are over 12+ reviews.

Course Content
Introduction
Python Demos
Review of Mathematical Concepts
Hierarchical Clustering
DBSCAN Clustering
K Means Clustering
Gaussian Mixture Model Clustering
Comparison of Clustering Algorithms
Dimension Reduction
Case Studies
Concluding Remarks and Thank You
Optional

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Here are some frequently asked questions about learning Unsupervised Machine Learning

How Long Does It Take to Learn Unsupervised Machine Learning?

The answer to the question “How long does it ttake to learn Unsupervised Machine Learning” is … it depends. Everyone has different requirements, and everybody is working in different scenarios, so the answer for a single person might be entirely different than for another person.

Consider these questions: What are you attempting to Learn Unsupervised Machine Learning for? Where is your beginning point? Are you a newbie or do you have experience with Unsupervised Machine Learning? How much can you practice? 1 hour per day? 40 hours weekly? Have a look at this course about Unsupervised Machine Learning.

Is Unsupervised Machine Learning Easy Or Hard to Learn?

No, learning Unsupervised Machine Learning isn’t hard for most people. Check this course on how to Learn Unsupervised Machine Learning in no time!

How to Learn Unsupervised Machine Learning Fast?

The fastest method to Learn Unsupervised Machine Learning is to first get this Unsupervised Machine Learning course, then practice whatever you learn whenever you can. Even if its just 15 minutes a day of practice. Consistency is key.

Where to Learn Unsupervised Machine Learning?

If you want to explore and learn Unsupervised Machine Learning, then Udemy provides you the best platform to learn the Unsupervised Machine Learning. Check this course on how to Learn Unsupervised Machine Learning in no time!