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Quick Facts

Medium Of InstructionsMode Of LearningMode Of DeliveryFrequency Of Classes
EnglishSelf Study, Virtual ClassroomVideo and Text BasedWeekends

Course Overview

The Data Analytics and Machine Learning with Python course is a short term weekend course, which is being organized by the Vinod Gupta School of Management at the Indian Institute of Technology Kharagpur. With the help of this Data Analytics and Machine Learning with Python course, the participants will learn about python programming. The program is designed to develop data analysts and entry-level data scientists, with an emphasis on the managerial applications of analytics. With the spanning duration of 22 days, this Data Analytics and Machine Learning with Python course comprises of 30 hours interactive training led by esteemed IIT Kharagpur faculty and industry experts

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesVGSOM IIT Kharagpur

Admission Details

  • To take the admission for the Data Analytics and Machine Learning with Python course, kindly visit the link - https://erp.iitkgp.ac.in/CEP/courses.htm
  • Submit the required information for enrolling to this Data Analytics and Machine Learning with Python course.
  • Once all the information has been duly filled and the fees are submitted after that you can access the Data Analytics and Machine Learning with Python course.

The Syllabus

  • Data Handling with Python, Introduction to probability and statistics, distributions 
  • Introduction to Data Analytics, More data handling 
  • Hypothesis Testing with Python Programming 
  • Linear Regression with Python Programming 

  • Logistic Regression with Python
  • kNN and Artificial Neural Network with Python
  • Decision Tree and Random Forest with Python 
  • Time Series Analysis with Python
  • Cluster Analysis and XGBoost

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