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Python3 and basics of Machine Learning

  • Delivery Mode - Online
  • Duration - 32 Hours (16 Days x 2 )

Topics to be covered

Python Basics

  • Tools and techniques
  • Hello World program
  • Control flow
  • List loops functions
  • String

Python Advanced

  • Module, Dictionaries, Files
  • OO Python
  • Python for ML
  • Numpy module and its use

ML Basics

  • Tools and techniques
  • ML introduction
  • Linear regression
  • Linear Classification
  • Logistic Regression
  • Decision Tree Learning

ML Advanced

  • SVM concept
  • Artificial Neural Network
  • Ensemble Learning
  • Deep learning

Project