Data Science Foundations

10 heures3 modules

Objectifs de la formation

Write Python code for data analysis
Clean and prepare datasets
Analyze data using Pandas
Create effective visualizations
Understand statistical concepts
Build basic machine learning models
Interpret and communicate insights
Complete end-to-end data projects

Programme

1Python for Data Analysis

Introduction to Python
Working with Data Structures
Introduction to Pandas

2Data Cleaning & Visualization

Handling Missing Data
Data Visualization Fundamentals
Using Matplotlib and Seaborn

3Introduction to Machine Learning

What Is Machine Learning?
Supervised vs Unsupervised Learning
Building Your First Model

Prérequis

Students Aspiring Data Analysts Aspiring Data Scientists Business Professionals Researchers Career Switchers

Basic computer skills
No programming experience required
Python installation recommended
Google Colab or Jupyter Notebook access

Informations pratiques

Durée10 heures

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Cette formation inclut :

Practice datasets
Python cheat sheet
Data cleaning checklist
Visualization guide
Machine learning workbook

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