Data Science Curriculum

Code Your Dreams

What is a Data Scientist?

Class	Title	Slides
1	Welcome	Link

Introduction to Python

Class	Title	Slides
2	My first hello world	Link
3	Python Variables and DataTypes	Link
4	Arithmetic syntax	Link
5	Strings	Link
6	Data Structures	Link
7	Conditionals	Link
8	Loops	Link
9	Comprehension lists	Link
10	Functions	Link
11	Libraries	Link
12	Python review	Link

Introduction to Data Science

Class	Title	Slides
13	Data Science Pipeline	Link

Data Acquisition

Class	Title	Slides
14	Data Acquisition & Web Scraping	Link

Natural Language Processing

Class	Title	Slides
15	What is NLP?	Link
16	Text pre-processing	Link
17	TF-IDF	Link
18	Word2Vec	Link

Classification & Clustering Models

Class	Title	Slides
19	Performance Metrics	Link
20	Classification	Link
21	Clustering	Link

Installing: conda env create -f classic_rise.yml