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๐ฅ Data science path without complexity (Data Science Roadmap):
๐จโ๐ป Programming:
Python ๐
R ๐
Java โ
SQL ๐
๐ Mathematical foundations:
Statistics ๐
Linear algebra ๐ข
Differentiation and integration
Classification mathematics ๐
๐ Data analysis:
Feature Engineering ๐ ๏ธ
Data Wrangling ๐
Interpretative data analysis (EDA) ๐
๐ค Machine Learning:
Classification ๐ท๏ธ
Regression ๐
Reinforcement Learning ๐ฎ
Deep Learning ๐ง
Dimensionality Reduction ๐
Clustering ๐งฉ
๐ธ๏ธ Collect data from the web:
Beautiful Soup ๐ฒ
Scrapy ๐ท๏ธ
URLLIB ๐
๐ Graphical visualization:
Tableau ๐งฎ
D3.js ๐
Scatter Plot ๐
Power BI ๐
ggplot2 ๐
๐ Get ready to explore the depths of this amazing field with these amazing, free educational resources collected in this repository:
https://github.com/Moataz-Elmesmary/Data-Science-Roadmap
https://www.tgoop.com/CodeProgrammer
Please more 100 ๐ with our posts
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