Python for Data Science
- nasscom and Ministry of Electronics and Information Technology initiative
- Official partner with Cranes Varsity
- Certification from IT-ITeS SSC Council
- Government of India Incentive
Duration– 30 Hour
Certificates
Objectives
- In-depth exploration of Python’s fundamental concepts and environment.
- Practical lab sessions to enhance learning through hands-on experience.
- Detailed examination of critical Python data structures.
- Comprehensive grasp of important subjects such as object-oriented programming and regular expressions.
- Precise explanation and practical application of foundational concepts, fostering a strong grasp of Python’s ecosystem.
Hardware and Software tools
- Pycharm or Google Colab
Take aways
- Participants will be able write the code own their own logic.
- Good understanding of data structure to solve practical problems
- Thorough understanding of concepts like functions, file, exceptions etc.
- Good understanding of generators, iterators
- Overview of Python programming language
- Installation and setup
- Basic syntax and data types
- Variables and operators
- Control flow: if-else statements, loops
- Lists, tuples, and dictionaries
- Sets and their operations
- Understanding and implementing stacks, queues
- Map, filter, reduce
- Functions and modules
- Exception handling
- File handling
- Introduction to OOP concepts
- classes and objects
- Inheritance and polymorphism
- Encapsulation and abstraction
- Regular expressions in Python
- Lambda functions and functional programming
- Generators
- iterators
