Data Science using Pandas (from basics)
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 992 MB
Genre: eLearning Video | Duration: 11 lectures (1 hour, 58 mins) | Language: English
Hands-on with Pandas
What you'll learn
The students will learn what is DataScience, how to do data processing using Pandas (with Python)
Requirements
Python language
Description
The following topics are covered:
What is Data Science
How to get (real) stock data , how to Description data in Jupyter
SQL and MySQL interaction using Pandas
read csv file and do various operations. Stocks data is considered as example
write csv file and associated operations
Handling missing data, Data filtering / Wrangling using Pandas
Group by support in Pandas
Concat support in Pandas
Some Idea of:
Merge
Pivot
Reshape
Stack / Unstack
Cross Tab
xlsx support
Who this course is for:
Beginner Python developers, Data Science students, Students who have some exposure to data analytics
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