Learning Path
1
Foundations
6-8 weeksStatistics & Probability
Linear Algebra Basics
Python for Data Science
SQL Fundamentals
Data Visualization
Jupyter Notebooks
2
Core Skills
8-10 weeksPandas & NumPy
Data Cleaning
Exploratory Data Analysis
Feature Engineering
Statistical Testing
Tableau / Power BI
3
Machine Learning
10-12 weeksSupervised Learning
Unsupervised Learning
Model Evaluation
Ensemble Methods
Neural Networks Intro
scikit-learn
4
Advanced
12+ weeksDeep Learning (TensorFlow/PyTorch)
NLP
Computer Vision
Time Series
MLOps & Deployment
Big Data (Spark)
Career Paths
Data Analyst
$65,000 - $100,000
Demand: Very High
Data Scientist
$95,000 - $150,000
Demand: Very High
ML Engineer
$110,000 - $170,000
Demand: High
Data Engineer
$100,000 - $155,000
Demand: Very High
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