Python for Data Science Workshop - Cairo University - ISSR

Опубликовано: 28 Февраль 2026
на канале: Ali Hamdi

13,850

165

Data Science Workshop

-- Introduction to Data Science
Lifecycle
Data science team
Applications
Research directions
Jobs
-- Python Programming
Environment Setup
Python Basics
-- Data Exploratory and Analysis
Manipulation
o Numpy
o Pandas
Visualization
o Matplotlip
Retrieval
o BeautifulSoup
Break
-- Machine Learning
Regression
Classification
Clustering
Association Rules
-- Feature Engineering
Preprocessing
Scaling
Extraction
Selection
Sampling
-- Practical Machine Learning
Weather Prediction
Bank Customers
-- Evaluation
Test split
Cross Validation
Break
-- Practical Machine Learning (Advanced Use cases)
Natural Language Processing
Image Processing
Crime Analysis
-- Where to go:
   / sentdex
https://www.udemy.com/
https://www.udacity.com/courses/data-...
https://www.coursera.org/specializati...
https://www.kaggle.com/
http://alt.qcri.org/semeval2018/

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