Skip to content

ahmedmetawaa/CIS-Data-Science-Roadmap

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

13 Commits
 
 

Repository files navigation

CIS Data Science Roadmap


Beginner

Python :

Python (Udacity Course)
Task : Notebook link

OOP py :

oop Playlist
Task : Notebook link

Numpy & Descriptive Statistics:

Numpy
Descriptive Statistics
Task : Notebook link

Pandas:

Pandas playlist
Task : Notebook link

Data Cleaning:

Kaggle Data Cleaning Tutorial
Notebook_1
Notebook_2
Task : Notebook link

Data Visualization 📊:

Matplotlib Playlist
Visualizing Seaborn
Task : Notebook link

EDA:

EDA Course
Read Notebook
Task : Notebook link

Optinal For Data Analysis..

Intermediate

Mathematics for Machine Learning:

Most of the needed basics
Task : Notebook link

: Intro To ML

Whole Intro to ML

Task : Notebook link

Regression in ML:

Regression
Task : Notebook link

classification in ML:

classification
Task : Notebook link

clustering in ML:

clustering
Task : Notebook link

Week 6: Reinforcement in ML

Reinforcement Learning
Task 6 : Notebook link

Optinal

Advanced

................

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published