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***