Shopee Code League 2020 – Data Science 101 Session 1 by Coding Lab



In this course, students will first be introduced to the fundamentals of database design. Students will learn about the relational database model and apply design principles to create databases applicable to real-life situations. Students will combine SQLite, a popular database engine module in Python, with other Python modules they have learned to perform data processing and analytics. They will see the application of these skills in areas such as Finance, Bioinformatics, Supply Chain, and Marketing.

Session 1: Pandas and Matplotlib & Plotly

During this training you would learn:

Introduction to Pandas
Pandas DataFrame
Reading JSON, CSV, Excel, HTML and XML Data
Graphing with Matplotlib and Plotly
Visualization with Matplotlib

Materials:
Google Colab:
Pandas:
Plotly:

00:00 Start
01:20 Start of session
02:52 Overview
09:12 Google Colab
16:03 Checkpoint 1
16:30 Pandas
18:30 Data Frame

Credits to Coding Lab

Recommended:
Data Science 101 Session 2 by Coding Lab

Watch More:
Data Science 101 by Sparkline Pte Ltd

Machine Learning Application on Marketing Operation by Shopee

Python Beginner by The Brainery Code

Python Beginner by LCCL Coding Academy

Python Beginner by Trent Global College

source

Nicole Nicky
Nicole Nicky

Hi im nicole aka nicky. Im the senior editor for the rich money models empire. I am in charge of a team of 8 writers.

Write The Comment

$50 book is now free to download

Hours
Minutes
Seconds

Secrets on How to become an Instagram model

In the time of social media, you have an even chance of making all your hopes and dreams come true.