Data Science using Pandas (from basics) (9/2020)
Data Science using Pandas (from basics)
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 1.82 GB
Genre: eLearning Video | Duration: 17 lectures (3 hour, 35 mins) | Language: English
Hands-on with Pandas
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 1.82 GB
Genre: eLearning Video | Duration: 17 lectures (3 hour, 35 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 plot 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
Merge of Dataframes
Pivot Table support in Pandas
Stack / Unstack support in Pandas
Reshape with Pandas
Cross Tab with Pandas
excel support
Hands-on / Practical with various datasets like: stock /share data, weather data etc
Who this course is for:
Beginner Python developers, Data Science students, Students who have some exposure to data analytics
Data Science using Pandas (from basics) (9/2020)
