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Python for Data Science

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Shivaji Nagar, Pune

Course ID: 37098

Shivaji Nagar, Pune

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About the Course

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Python for Data Science


 Module 1: Introduction to Python - The Python Philosophy 

- Fundamentals 
- Using python interpreter 
- Running Simple python programs 
- Variables


 Module 2: Data structures & Control flow  

- Lists 
- Tuples 
- Dictionaries 
- A detailed treatment of the string facilities of Python 
- Conditional Statements 
- Loops 
- Variables revisited


Module 3: Functions, File Handling

- Functions 
- Recursive functions 
- File handling, I/O


Module 4: Object Oriented Programming

 - Overview of Object-oriented programming 
- Constructor 
- Objects, Instances and classes 
- Encapsulation 
- Polymorphism 
- Inheritance and the object hierarchy


 Module 5: Web Scrapping - web scrapping using BeautifulSoup 

- web scrapping using regular expressions 
- fetching data using urllib 


Module 6: SciPi Environment 

- Setting up scientific computing environment 
- Using ipython & jupyter 


Module 7: Data Preprocessing 

- Using numpy 
- Using pandas for data pre-processing


Module 8: Data visualization 
- Using matplotlib 
- Using seaborn

Date and Time

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About the Trainer

Prashant Sahu picture

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2 Courses

Prashant Sahu

B.Tech. (NIT Rourkela), PhD (IIT Bombay, pursuing)

Has overall 17 years of Chemistry teaching experience. One of the senior-most IIT Chemistry Faculty in Pune.

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