Latest Posts
How to Build a Data Lake on AWS — Step by Step Guide
Learn how to design and build a scalable Data Lake on AWS using S3, Glue, Athena, Redshift, QuickSight, and Lake Formation. Includes architecture, workflow, and best practices.
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Fraud Analytics in Credit Card Transactions with AI and Python
Learn how to detect fraud in credit card transactions using AI and Python. Covers data, features, supervised & unsupervised models, code examples, explainability, and deployment best practices.
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Semantic Search with Python
Semantic search uses embeddings to capture the meaning of text so you retrieve relevant results.
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Model Performance Metrics — How to Choose the Right One
A practical guide to model evaluation metrics: classification, regression, ranking and business metrics — when to use each, pros and cons.
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Semantic search with Generative AI (GPT)
How to integrate semantic search with Generative AI (GPT) to build chat-with-your-documents systems using Python and LangChain.
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GenAI in FinTech – Smart POS Payment Assistant
Use case of Generative AI in FinTech: AI-powered Smart Payment Assistant at POS for digital payments.
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What is Monte Carlo Simulation?
Monte Carlo Simulation usesrandom sampling to estimate probabilities of outcomes in uncertain processes. In option pricing, it means simulating future stock prices, calculating option payoffs, and averaging results.
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Solving Sudoku with Python — Backtracking Explaine
A practical walkthrough: implement a Sudoku solver in Python using backtracking (plus simple optimizations). Includes runnable code and example.
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Agentic AI for Trading — Prototype & Demo
How to build a safe, human-in-the-loop agentic AI prototype using embeddings, retrieval, LangChain agents and a broker API.
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The Hottest AI Trends in 2025
Explore the top AI trends in 2025: Generative AI, Agentic AI, RAG with knowledge graphs, synthetic data, multimodal models, AI governance and more.
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Vision Transformers (ViT) — Explained + Sample Code
Introduction to Vision Transformers (ViT) with clear explanation and runnable Python code samples (PyTorch).
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Agentic AI — Real-World Use Cases Across Industries
Explore practical use cases of Agentic AI across business, finance, healthcare, customer support, supply chain, and personal productivity.
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