Data Analytics and AI
Mastering Real-Time Intelligence at Global Scale
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Phase 1
Foundations of Data Analytics
Phase 2
Machine Learning Fundamentals
5
Introduction to Predictive Analytics
FreeFrom Hindsight to Foresight
6
Regression & Classification Algorithms
FreeDecision Trees, Forests, and the Power of Ensembles
7
Unsupervised Learning & Dimensionality Reduction
FreeFinding Hidden Structure Without Labels
8
Model Evaluation & Optimization
FreeBeyond Accuracy: The Metrics That Matter
Phase 3
Modern Data Architecture
Phase 4
Applied AI
11
NLP & Text Classification
FreeTeaching Machines to Read
12
Deep Learning & Advanced Forecasting
FreeNeural Networks, LSTMs, and Time-Series Prediction
13
Generative AI for Data Workflows
FreePrompt Engineering, RAG, and SQL Generation
14
Building AI Data Agents
FreeAutonomous Reasoning with LangChain and Tool Use