Pandas : A Tool for Data Scientist

Self introduction
Introduction about the topic
What is Data Science?
How Python makes Data Science Easier ?
Brief Explanation about Python modules like Pandas, Numpy & Matplotlib

Why Pandas & Some hands on

Pandas DataFrame basics

Data assembly

Missing Data

Q/A(5 minutes)

Transcript

1. Pandas : A tool for Data Scientist
2. 06/08/18 2 Hi! I’m Himanshu Awasthi. Organizer of Kanpur Python Community ASE at Allies Interactive PV LTD
3. 06/08/18 3 Reason to choose this topic?
4. 06/08/18 4 “ ” What is Data Science ? Data science is learning to ask the right questions, then picking the right dataset & model to answer them.
5. 06/08/18 5 “ ”
6. 06/08/18 6 “ ” Python for Data Science Python is easier to learn because its code reads more like regular human language. Python is a general purpose productive language, that has somehow resulted in an excellent option to do data science. Rich Library and huge community support
7. 06/08/18 7 “ ” PowerFul Python Library • Numpy • SciPy • Bokeh • Matplotlib • Plotly • Seaborn
8. 06/08/18 8 “ ” Why Pandas ? Pandas is a perfect tool for data wrangling. It designed for quick and easy data manipulation, aggregation, and visualization.
9. 06/08/18 9 “ ” Lets Dive in to Pandas ? GitHub Link of NoteBook
10. 06/08/18 10 “ ” Thank You ! Q/A Time