NIT Warangal FDP "Machine Learning with Python"

NIT Warangal FDP "Machine Learning with Python"

Overview: Department of Computer Science and Engineering, National Institute of Technology Warangal is organizing an FDP on "Machine Learning with Python". 

  • This short-term course will be conducted three hours a day with no overlap with the regular office hours.
  • The sessions will begin in the evening time, possibly after 5 pm.
  • The majority of topics will be covered with hands-on using Python.

 

 

Course Content:

  • Introduction: What is Machine Learning, Real-life examples, and Applications, Machine Learning vs. Data Science vs. AI, Machine Learning types Generics of machine learning approaches.
  • Regression Univariate linear regression, multivariate linear regression, Polynomial Regression.
  • Classification Logistic regression, SVM, Multi-class SVM, Decision trees.
  • Ensemble Approaches Bagging, Random Forests, Boosting: Adaboost, Gradient boosting.
  • Optimization Gradient descent, Stochastic gradient descent, batch gradient descent.
  • Clustering Different clustering approaches and applications.
  • Feature Engineering Feature Scaling, Feature Selection, and Dimensionality
  • Reduction Reinforcement Learning: Markov Decision Process, Planning, Estimation, Control, and Applications.
  • Hands-on to the majority of the topics using Python.

 

 

 

Date of FDP: 

12th – 16th April 2021

 

 

Who can Apply?

  • Faculty members in all disciplines of Engineering, Sciences, Mathematics, Life sciences, Management, Post.
  • Doctoral Fellows, Research Scholars, PG students, UG students who have an aptitude to work in the areas of data sciences and machine learning.

 

 

Registration Fees:

  • Faculty, Post-doctoral fellows, Research Scholars, PG students, UG students Rs 500/-
  • Industry participants 1000/-

 

 

Last date to Apply: 

10th April 2021

 

 

*For more details about the FDP check-out the below link.*

 

How to apply Apply Here


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