PYTHON FOR DATA SCIENCE

PYTHON FOR DATA SCIENCE

Highlights of training

  • Real time Industry Experienced Trainer
  • Interactive Training session using web conferencing tool
  • Normal track, weekend and fast track classes available
  • Join our weekday batch and finish course in 15 days
  • Training Material, Exercises and Real time examples with case studies.

 

COURSE CONTENTS

PYTHON-INTRO&BASICS

  • Python Introduction
  • Python Installation
  • Writing first Python program
  • Running basic Python commands using Variables and Types
  • Basic Operators

PYTHON- BASIC CONSTRUCTS

  • Lists
  • String Formatting
  • Basic String Operations
  • Conditions
  • Loops
  • Functions
  • Dictionaries
  • Tuple
  • Modules and Packages
  • Looping & Condition
  • Sequences, collections and iterations
  • Making a Graphical User Interface (GUI) for your script
  • Hands on exercise

 

PYTHON-FILE HANDLING/EXCEPTION HANDLING

  • Working with files –Read,Open,Write
  • Tips to handle files easily
  • Hands on exercise

PYTHON- OOPS PROGRAMMING & DATABASE

  • Classes and Objects
  • Connecting to database
  • Hands on exercise

 

PYTHON- MATHEMATICAL & SCIENTIFIC COMPUTING

  • Arrays & Matrices
  • Mathematical Computing( Numpy)
  • Scientific Computing(Scipy)
  • Pandas in Python
  • Hands on exercise

 

PYTHON- DATA VISUALIZATIONArrays & Matrices

  • Matplotlib
  • Color & Format functions
  • Plottting Graph & Charts
  • Hands on exercise

PYTHON- MACHINE LEARNING IN PYTHON Matrices

  • Dataframe
  • Linear Regression & Time Series
  • NLP
  • Web Scraping

 

 ***CASE STUDY,ASSIGNMENTS AND LIVE PROJECT AT THE END OF THE COURSE***