Career Roadmap Summary
Step-by-step roadmap to master Python, SQL, Exploratory Data Analysis, Machine Learning algorithms, Deep Learning, and deployment.
Why Data Science Remains the #1 Tech Career
Data Science continues to power decision-making across e-commerce, healthcare, finance, telecom, and enterprise SaaS. Demand for skilled practitioners who can transform raw datasets into predictive intelligence is growing at 30% YoY.
Step-by-Step Pathway to Data Science
- Programming & Math Fundamentals: Master Python, NumPy, Pandas, Linear Algebra & Statistics.
- Data Querying: Advanced SQL, window functions, CTEs, and relational databases.
- Machine Learning: Supervised (Regression, Classification) & Unsupervised (Clustering, PCA).
- Generative AI & MLOps: LangChain, Docker, MLflow, Model Deployment on AWS/GCP.
Master Data Science at Sabak Harbor
Live hands-on capstones and guaranteed placement support.
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