SMITHA
KOLAN
MACHINE LEARNING
ROADMAP 2024
GET STARTED
Stage 1: Basic Machine Learning
SCHOOL OF
Introduction to Machine Learning With Python For Beginners
100 DAYS OF MACHINE LEARNING BY
SMITHA KOLAN
Stage 2: Math
udacity: intro to statistics
THE MATRIX COOKBOOK
The Elements of
Statistical Learning
cOURSERA: MATH FOR MACHINE LEARNING
Stage 3: Python
freecodecamp: python for everyone
coursera: uni of michigan course for python
NUMPY TUTORIAL
PANDAS TUTORIAL
Stage 4: Advanced Machine Learning
hse: advanced machine learning
INTERPREABLE MACHINE LEARNING
Stage 5: Deep Learning
deep learning with python by François Chollet
DIVE INTO DEEP LEARNING
Stage 6: Projects
STEM SALARY ML PREDICTOR
FUNDAMENTALS
KAGGLE DATASETS
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