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Beginner
Getting Started
Begin your ML journey with fundamental concepts, tools setup, and your first machine learning project. Perfect for absolute beginners with no prior experience.
2-3 hours total8 modulesCertificate included
Course Modules
1
Introduction to Machine Learning
What is ML and why it matters
15 min
2
Setting Up Your Environment
Python, Jupyter, and essential libraries
20 min
3
Python Basics for ML
NumPy, Pandas, and Matplotlib essentials
30 min
4
Understanding Data
Data types, structures, and exploration
25 min
5
Data Preprocessing
Cleaning, transforming, and preparing data
30 min
6
Your First ML Model
Build a simple classifier step-by-step
35 min
7
Model Evaluation Basics
Understanding accuracy, precision, and recall
20 min
8
Next Steps
Where to go from here
15 min