Beginner Track
ML Foundations
Start your ML journey from zero. Learn Python, math essentials, and core ML algorithms.
6-12 weeks
3 courses
43 lessons
Your Progress5/43 lessons
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Python for Machine Learning
Master Python fundamentals and essential libraries for ML: NumPy, Pandas, and Matplotlib.
In Progress
2 weeks•14 lessons•2 projects
1Week 1: Python Fundamentals
Learn core Python syntax and programming concepts
2Week 2: Python for Data Science
Essential libraries for data manipulation and visualization
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Mathematics for ML
Essential statistics and linear algebra for understanding ML algorithms.
Locked
2 weeks•12 lessons•1 projects
1Week 1: Statistics Essentials
Probability and statistical foundations
2Week 2: Linear Algebra
Vectors, matrices, and transformations
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Supervised Learning
Core ML algorithms: regression, classification, and model evaluation.
Locked
3 weeks•18 lessons•2 projects
1Week 1: Introduction to ML
Understanding machine learning fundamentals
2Week 2: Regression
Predicting continuous values