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

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