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II-BHU Free Data Analytics Course with Free Certificate | IIT Free Certification Courses

Hi everyone , IIT- BHU is offering Free Data Analytics with Predictive Technologies Online Short Term Course with Free Certificate . Students currently pursuing UG/ PG/ PHD programs can enroll in this Course . This Course is Jointly Organised by the Department of Computer Science & Engineering and Electrical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India.

Course Content :

  • 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
    • K-NN 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.

Sessions will be delivered by experts from IIT ‘s , NIT’s and other premium institutions.

  • Program Duration : One Week (5th July-10th July, 2021)
  • Last Date for Registration : 30th June 2021
  • Registration Fees : Nil
  • Course Mode : Online

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

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