Machine Learning Foundations (Beginner): Build Your First Models
Learn the fundamentals of machine learning and build your first models using a practical, step-by-step approach.
Learn the fundamentals of machine learning and build your first models using a practical, step-by-step approach.
This course introduces machine learning with a practical mindset. You will learn the standard ML workflow, build baseline models, evaluate results properly, and avoid common beginner mistakes.
Estimated completion time: 8–12 hours (self-paced).
You will build at least 2 models: one regression and one classification model.
Basic Python knowledge (variables, functions, and lists)
A computer that can run Python (local or cloud notebook)
Curiosity and willingness to practice
Understand the machine learning workflow end-to-end
Train and evaluate regression and classification models
Use metrics correctly and interpret results
Avoid common pitfalls like data leakage and overfitting
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Students
0
Language
English
Duration
10h 30mLevel
beginner
Expiry period
Lifetime
Certificate
yes
Dr. Kay
English
Certificate Course
0 Students
10h 30m
92 Courses
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