Data Analytics and AI
Mastering Real-Time Intelligence at Global Scale
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Phase 1
Foundations of Data Analytics
1
Introduction to Data Analytics & Statistics
FreeThe DNA of Digital Decisions
2
Relational Databases & SQL
FreeThe Language of Structured Logic
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3
Python for Data Science
RegisterThe Engine of Modern Analysis
4
EDA & Visualization
RegisterSeeing the Story in the Signal
Phase 2
Machine Learning Fundamentals
5
Introduction to Predictive Analytics
RegisterFrom Hindsight to Foresight
6
Regression & Classification Algorithms
RegisterDecision Trees, Forests, and the Power of Ensembles
7
Unsupervised Learning & Dimensionality Reduction
RegisterFinding Hidden Structure Without Labels
8
Model Evaluation & Optimization
RegisterBeyond Accuracy: The Metrics That Matter
Phase 3
Modern Data Architecture
Phase 4
Applied AI
11
NLP & Text Classification
RegisterTeaching Machines to Read
12
Deep Learning & Advanced Forecasting
RegisterNeural Networks, LSTMs, and Time-Series Prediction
13
Generative AI for Data Workflows
RegisterPrompt Engineering, RAG, and SQL Generation
14
Building AI Data Agents
RegisterAutonomous Reasoning with LangChain and Tool Use