⚙️ Data Science Roadmap

📂 Python Programming (Basics, NumPy, Pandas)
∟📂 Mathematics (Linear Algebra, Calculus, Probability)
∟📂 Statistics (Hypothesis Testing, Distributions)
∟📂 SQL & Data Manipulation
∟📂 Data Visualization (Matplotlib, Seaborn, Tableau)
∟📂 Exploratory Data Analysis (EDA)
∟📂 Machine Learning (Scikit-learn: Regression, Classification)
∟📂 Model Evaluation (Cross-Validation, Metrics)
∟📂 Feature Engineering & Selection
∟📂 Unsupervised Learning (Clustering, PCA)
∟📂 Deep Learning (TensorFlow/PyTorch Basics)
∟📂 Big Data Tools (Spark, Hadoop - Optional)
∟📂 Model Deployment (Streamlit, Flask APIs)
∟📂 Projects (Kaggle Competitions, End-to-End ML)
∟✅ Apply for Data Scientist / ML Engineer Roles

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