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Unsupervised Learning in Machine Learning

by

Learnvern

This Unsupervised Learning in Machine Learning course on LearnVern is completely free. It will provide a comprehensive understanding of the topic and its practical applications.
Free Course
Enroll Now
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#1

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Unsupervised Learning in Machine Learning

by

Learnvern

This Unsupervised Learning in Machine Learning course on LearnVern is completely free. It will provide a comprehensive understanding of the topic and its practical applications.
Free Course
Enroll Now
Share

#1

See all ranking

3 Modules

with Certifications

2+ Hours

of Recorded Content

5 Rated

by 10000 Learners

Hindi

Language

3 Modules

with Certifications

2 + Hours

of Recorded Content

5 Rated

by 10000 Learners

Hindi

Language

About

Key Features

Content

FAQs

What's in it for You?

Key Features:

Available in multiples Languages
100% Self Paced Course
Lifetime access to all content
Downloadable Resources

Topics you will learn

  • Introduction to Machine Learning

    • Introduction to Machine Learning
    • Environment Setup part 1
    • Environment Setup part 2
    • Environment Setup part 3
    • Quiz : Introduction to Machine Learning

  • Data Preprocessing for Machine Learning

    • Data Wrangling
    • Importing Libraries and Dataset
    • Handling Missing Data
    • Handling Missing Data - Practical
    • Encoding Categorical Data
    • Encoding Categorical Data - Practical
    • Splitting Dataset
    • Splitting Dataset - Practical
    • Normalizing the Data - Part 1
    • Normalizing the Data - Part2
    • Finding Machine Learning Datasets
    • Exploratory Data Analysis
    • Plotting Graphs - Part 1
    • Plotting Graphs - Part 2
    • Distribution Models - Part 1
    • Distribution Models - Part 2
    • Assignment of Data Preprocessing for Machine Learning
    • Quiz : Data Preprocessing for Machine Learning

  • Machine Learning Paradigms

    • Machine Learning Paradigms
    • Sampling Methods
    • Underfitting and Overfitting in Models
    • Variance and Bias
    • Quiz : Machine Learning Paradigms

  • Unsupervised Learning Algorithms

    • Distance Metrics
    • K-Means Clustering
    • K-Means Clustering - Practical
    • Hierarchical Clustering - Agglomerative , Divisive
    • Agglomerative Clustering - Practical
    • Divisive Clustering - Practical
    • DBscan Spatial Clustering
    • FP Growth
    • Assignment of Unsupervised Learning Algorithms
    • Quiz : Unsupervised Learning Algorithms

  • Dimensionality Reduction

    • Overview of Dimensionality Reduction
    • Principal Component Analysis
    • Princinpal Component Analysis - Practical
    • Linear Discriminant Analysis
    • Linear Discriminant Analysis - Practical
    • Assignment of Dimensionality Reduction
    • Quiz : Dimensionality Reduction

  • Advance Trends in Machine Learning

    • Advance Trends in Machine Learning

  • Course Summary

    • Course Summary

  • Interview Questions

    • Interview Questions part 1
    • Interview Questions part 2
    • Interview Questions part 3

  • Career Guidelines

    • Career Guidelines

Course Offerings

Certificate you will get

Certificate Features

NSDC Certificate of Partnership with LearnVern.
Help build strong resume.
Great add-on to get Internship.
Upgrade your Job with this certificate proof.

After this Course

Pre Requsites

Curious Mind to learn new concepts
Strong internet connection

Course is for

Freshers

Professionals

Students

FAQ's

  • What is Unsupervised Machine Learning used for?
    Unsupervised Machine Learning is used for finding patterns in any data set. It is used for giving predictions based on unstructured input having missing links. The technique is of great utility in developing mechanisms for Credit card fraud detection, inventory management, bot activity detection, etc.
  • Who can benefit from the Unsupervised Machine Learning Using Python from LearnVern?
    The Unsupervised Machine Learning using Python training from LearnVern benefits the candidates trying to get AI/ML jobs. AI engineers, Machine Learning experts, statisticians, Python programmers, and Data analysts can benefit by gaining practical knowledge of Unsupervised Machine Learning algorithms and uses.
  • What are the unique features of the LearnVern Unsupervised Machine Learning Using Python?
    LearnVern helps Hindi Medium students by offering Unsupervised Machine Learning Using Python in the Hindi language. The course is explained through a video tutorial where experts demonstrate all environmental setups and show the steps involved in applying Unsupervised Machine Learning. This course allows the learners to revisit tutorials repeatedly till they can apply the concepts perfectly. Furthermore, an assignment and quiz provided at the end allow learners to check their knowledge. LearnVern provides the National Skill Development Certificate at the end of the course, which is recognised country-wide and may help in the job search.
  • What are the requirements for doing Unsupervised Machine Learning using Python?
    Basic knowledge of machine learning, interest in python programming, knowledge of Linear Algebra, and probability and statistics are some of the educational requirements for doing the subcourse on Unsupervised Machine Learning using Python. Besides, you may need a mobile device or a computer with a stable internet connection to access the video tutorial uninterruptedly.
  • What makes LearnVern’s Unsupervised Machine Learning using Python in Hindi learner-friendly?
    LearnVern has included several learner-friendly features in its courses. These courses are self-paced and allow students to control their pace of learning. They can revisit tutorials multiple times to gain perfection. The courses are explained in the Hindi language to accommodate more students coming from Hindi Medium backgrounds. All courses are provided free of cost at LearnVern. Hence, this course breaks the financial barriers too. Most importantly, the Government of India recognises the course and is a part of the Skill India Initiative that aims to make Indian professionals more skilful and job-ready.
  • Does LearnVern’s course on Unsupervised Machine Learning using Python require attending classroom coaching?
    No, LearnVern promotes flexible ways of acquiring new skills. That is why it has made the courses in a mobile-friendly way. Because of this mobile-friendliness, the students can do the courses of their choice right on their mobile phones. Also, the LearnVern Unsupervised Machine Learning using Python comes with an assignment and quiz at the end of the tutorial. It helps in self-assessing the skills attained as well.
  • Can I do LearnVern’s Unsupervised Machine Learning using Python along with my job?
    Yes, you can. Since the Unsupervised Machine Learning Using Python is available on your mobile phone, you can access it in your free time. The learning pace is possible to control and the students can revisit tutorials provided till they gain complete expertise. So, you can do this course from anywhere without losing your job.
  • What to expect in the LearnVern Unsupervised Machine Learning using Python?
    The LearnVern Unsupervised Machine Learning Using Python offers more than an hour-long video tutorial. In this tutorial, the experts walk the students through procedures required to implement Unsupervised Machine Learning for making applications and predictions. You also get lots of articles and unlimited downloadable content for lifetime access. Apart from these features, the learners also get an assignment, a quiz, and a discussion board for checking knowledge and discussing topics.
The course focuses on Unsupervised Learning in Machine Learning. It covers fundamentals through 3 interactive modules.
The course offers over 2 hours of recorded content.

Yes, there is a Paid Certification included with this course. The course material is entirely free; however, certification in this course requires payment of ₹999.

The course is currently available in Hindi.
Curious Mind to learn new concepts & Strong internet connection

The course is accessible on both web and mobile platforms.

This course is completely Free
To enroll in this course you can click on the Enroll Now button it will redirect you to course page, and on that page you can access the Unsupervised Learning in Machine Learning course completely free.

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