One Week Short Term Course On Data Analytics and Predictive Technologies 05-10 July 2021

One Week Short Term Course On Data Analytics and Predictive Technologies 05-10 July 2021



INTRODUCTION 

Recently, data analytics has become very popular and frequently used in any business. Businesses today around the world have some portion of their operations being automated, which concurrently has meant that a lot of data about these processes is being collected (from sensors or internal company data etc). A combination of AI, big data analytics, and data science techniques seems to be a growing trend in many industry sectors, with predictive analytics being one of the most well-known. Vast numbers of software platforms are available for data extraction, scrubbing, analysis, and visualization. Some of these platforms are specialized for carrying out one of the above-listed aspects of data analytics, while others offer a generalist tool to carry out almost all tasks ranging from data scrubbing to visualization. This course gives an overview of different data analytic mechanisms and also provides a brief knowledge of various data analytics tools. After the competition of this course, participants can apply the data analytics model in real-life problem solving.


 

 COURSE CONTENTS (Tentative) 

  • Data Analytics Scope & Applications 
  • Data Analysis Techniques
  •  Predictive and Descriptive Data Analysis
  •  Introduction to Statistical Learning 
  • Introduction to Python for Data Analytics 
  • Regression & Classification Problems 
  • Linear and Logistic Regression 
  • Decision Trees, Support Vector Machines 
  • KNN Algorithm, Principal Component Analysis, Cluster Analysis 
  • Deep Learning: Deep Neural Network, Convolutional Neural Network, 
  • Recurrent Neural Network, 
  •  Introduction to transfer Learning 
  •  Analyzing the categorical data, streams data etc.
  •  Applications in Health, Energy, Agriculture, Smart Infrastructure etc

EXPERTS

 Subject experts will be drawn from premier institution like IITs, NITs and industry 

 PROGRAM DURATION 

One Week (5-10July2021) Short term course will be conducted in ONLINE MODE. Link will be shared to registered participants 
 

WHO CAN PARTICIPATE?

This program can be attended by all UG/PG/PhD students, faculties and researchers from any branch of Engineering/ Science who are interested to work in the field of Data Analytics.
 

REGISTRATION 

Registration Link: Click here
 Intending participants are requested to register their names by filling the online registration form.  
Last Date of Registration: 30 June 2021 
Registration Fees: No registration fee
Course Mode: Online
Notification Link :-  Click here
 
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