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IIT Kanpur
IIT Kanpur Logo

Machine Learning Zero to Hero 
offered by IIT Kanpur

  • Public/Government Institute
  • Estd. 1959

Machine Learning Zero to Hero
 at 
IIT Kanpur 
Overview

Gain a comprehensive overview of the Machine Learning principles and concepts

Duration

6 weeks

Total fee

₹4,237

Mode of learning

Online

Credential

Certificate

Machine Learning Zero to Hero
 at 
IIT Kanpur 
Highlights

  • Earn a certificate of completion from E & ICT Academy, IIT Kanpur
  • Learn from online lectures with high-quality videos
  • Hands on training for practical exposure
Details Icon

Machine Learning Zero to Hero
 at 
IIT Kanpur 
Course details

Skills you will learn
Python
Who should do this course?
  • For students who are pursuing professional graduate/post-graduate courses related to computer science or Information Technology
  • For computer science and engineering teachers/faculties
  • For IT professionals, who wish to acquire new skills or improve their existing skills
What are the course deliverables?
  • Understand the fundamentals of Machine Learning
  • Choose correct model for your data
  • Use different clustering models
  • Use association rules model with Apriori
  • Boost your hireability through innovative and independent learning
More about this course
  • This course provides a concise introduction to the fundamental concepts in machine learning and popular machine learning algorithms
  • The course is accompanied by hands-on problem-solving exercises in Python
  • This course covers the standard and most popular supervised learning algorithms including linear regression, logistic regression, decision trees, k-nearest neighbor, an introduction to Bayesian learning and the naïve Bayes algorithm, support vector machines and kernels and neural networks with an introduction to Deep Learning
  • This course covers various issues related to the application of machine learning algorithms

Machine Learning Zero to Hero
 at 
IIT Kanpur 
Curriculum

Regression Models

Linear Regression

Multiple Linear Regression

Logistic Regression Part 1

Logistic Regression Part 2

Clustering Models

K Means Method

Hierarchical Methods

Dimension Reduction Methods

Explanatory Factor Analysis

Principal Component Analysis

Other Popular Machine Learning Methods

Association Rules Models With Apriori

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Machine Learning Zero to Hero
 at 
IIT Kanpur 

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Machine Learning Zero to Hero
 at 
IIT Kanpur 
Contact Information

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Address

Indian Institute of Technology, Kalyanpur
Kanpur ( Uttar Pradesh)

Phone
05122597200

(For general query)

05122590151

(For admission query)

Email
jee@iitk.ac.in

(For general query)

registrar@iitk.ac.in

(For admission query)

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