Unsupervised Learning Courses

This course introduces you to Unsupervised Learning and is a Pre-Work module in the AI for Leaders course. This course will first cover Clustering techniques, and later, you will learn about Recommendation Systems. Finally, you will learn how to set up AI teams and drive AI culture in your organizations.

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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

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Would you like to know more about Unsupervised Learning? Here are the top Artificial Intelligence courses you have at your disposal.

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

Why learn about Unsupervised Learning?

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

What are the popular PG courses to learn Unsupervised Learning?

These are the popular PG courses to learn Unsupervised Learning:

Why take Unsupervised Learning courses from Great Learning?

Great Learning collaborates with top universities to offer the best PG courses on Unsupervised Learning. Learners gain a comprehensive understanding through interactive video lectures, online resources, projects, and assignments and earn PG certificates upon successful completion.

Which universities offer Unsupervised Learning courses?

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

Cost to learn Unsupervised 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

What Is the Duration of Unsupervised Learning courses?

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