What will you learn in Unsupervised Learning Courses?
- Implement Clustering techniques, like K-Means Clustering, to group a set of data points and classify them accordingly
- Understand the importance of Scaling to normalize the range of values for each feature so that they are within a similar range
- Implement Recommendation Systems to study users’ past actions and predict the future recommendation
- Identify the differences between Service-based and Product-based companies
- Learn the specifications of building an AI team
- Explore the techniques to handle resistance from senior management and scale AI teams
EXPLORE OUR COURSES
Explore Unsupervised Learning Courses
Would you like to know more about Unsupervised Learning? Here are the top Artificial Intelligence courses you have at your disposal.
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University of Texas - McCombs
PG Program in Artificial Intelligence and Machine Learning
6 Months · Online · Weekend
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University of Texas - McCombs
PG Program in Data Science and Business Analytics
6 Months · Online · Weekend
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University of Texas - McCombs
PG Program in Artificial Intelligence for Leaders
4 Months · Online · Weekend
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Deakin University
Master of Data Science (Global) Program
24 Months · Online
Skills you will gain in Unsupervised Learning Course
- K-Means Clustering to group data points into a predefined number of clusters
- Scaling to normalize the range of values in a dataset
- Content-based Filtering to enhance recommendations
About Unsupervised Learning
Clustering
Identify patterns in data and make predictions about new data using Clustering, a technique used in Machine Learning to group data together.
Recommendation Systems
This module will teach you how to provide personalized recommendations to a user or group of users using the Recommendation Systems. You will learn to identify the user’s past behavior and current activity using the most popular techniques: Collaborative Filtering and Content-based Filtering.
How to set up AI teams & drive AI culture
Setting up an AI team and driving AI culture can be a daunting task. But with careful planning, it can be an extremely effective way to develop your company’s AI capabilities. This module will familiarize you with a few standard tips on setting up an AI team and driving AI culture.
Frequently asked questions
Unsupervised learning is a potent method for finding links and patterns in data that can be challenging to find in other ways. It can group and categorize data, find new relationships, and uncover unique characteristics. Additionally, it can automate data-driven decisions and experiment with different approaches.
Job opportunities in unsupervised machine learning include:
- Data Scientist
- Machine Learning Engineer
- Research Scientist
- Software Developer
- AI Developer
These are the popular PG courses to learn Unsupervised Learning:
Here is the list of universities and programs that teach Unsupervised Learning in their curriculum,
- The University of Austin offers Artificial Intelligence PG Program for Leaders
- Great Lakes Executive Learning offers PG Program in Artificial Intelligence and Machine Learning, and PG Program in Machine Learning
- The University of Austin offers PG Program in Artificial Intelligence & Machine Learning
Here is the course list and fee details of the courses offering Unsupervised Learning courses,
PG Programs |
Program Fee Details |
Artificial Intelligence PG Program for Leaders |
INR 1,70,000 + GST |
PG Program in Artificial Intelligence and Machine Learning |
INR 3,35,000 + GST |
PG Program in Artificial Intelligence & Machine Learning |
INR 2,50,000 + GST |
PG Program in Machine Learning |
INR 1,25,000 + GST |
Here are the duration details of the Unsupervised Learning courses.
PG Programs |
Program Duration Details |
Artificial Intelligence PG Program for Leaders |
2 Months |
PG Program in Artificial Intelligence and Machine Learning |
12 Months |
PG Program in Artificial Intelligence & Machine Learning |
12 Months |
PG Program in Machine Learning |
7 Months |
You can explore free Unsupervised Learning courses on Great Learning Academy.
Free Courses: Basics of Machine Learning, Introduction to Unsupervised Learning, and Unsupervised Machine Learning with K-means.