The Complete SQL Guide: Concepts, Queries & Practice
Author(s): Muaaz Originally published on Towards AI. The Complete SQL Guide: Concepts, Queries & Practice SQL (Structured Query Language) is a language used to interact with relational databases that store structured data. It is primarily used to perform operations such as querying, …
Data Leakage Is Hiding in Your Training Pipeline. Synthetic Databases Can Expose It Before You Train.
Author(s): Jitendra Devabhakthuni Originally published on Towards AI. Data Leakage Is Hiding in Your Training Pipeline. Synthetic Databases Can Expose It Before You Train. Created using LLM The best model I ever built turned out to be the worst model I ever …
Statistics Concept — Monty Hall Paradox: When Intuition Fails but Bayesian Reasoning Prevails
Author(s): Chao De-Yu Originally published on Towards AI. Statistics Concept — Monty Hall Paradox: When Intuition Fails but Bayesian Reasoning Prevails A step-by-step probabilistic breakdown using Bayes’ theorem, graphical illustration, and Monte Carlo simulation using Python to reveal why switching improves your …
Your Agentic AI Bill Is a Prompt Engineering Problem in Disguise
Author(s): Darshandagaa Originally published on Towards AI. Your Agentic AI Bill Is a Prompt Engineering Problem in Disguise image 1 An unoptimised agent running at 100 messages a day at 166K input tokens costs around $2,490 a month on Claude Opus 4.6. …
SVM : 40 must visit Interview Questions (Part 2)
Author(s): Ananya Originally published on Towards AI. I write articles on Data Science, Finance and philosophy. In this one, I am focusing on one of the popular machine learning algorithms SVM, if you are someone who like reading about these topics feel …
Why Your Sales Forecast Is Always 20% Wrong (And How To Make It 12% Wrong)
Author(s): Kamrun Nahar Originally published on Towards AI. Real World Sales Forecasting Playbook The Single Most Useful Picture I Have Ever Seen The thing that changed how I worked was not a model. It was a 2×2 grid. Two professors put it …
Time Series Made So Easy My Aunt Got It on the Second Read
Author(s): Kamrun Nahar Originally published on Towards AI. SARIMAX, Prophet, XGBoost, LSTM, and N-BEATS broken down without any pretentious math. Pick the right model in under five minutes today. The 9 billion dollar lesson. In November 2021, Zillow walked into a conference …
LangGraph Multi-Agent Architecture: Building a Self-Critiquing AI Debate System
Author(s): Rishav Saigal Originally published on Towards AI. A technical deep-dive into the LangGraph state machine, Pydantic-driven routing, and Critique Agent design powering the LLM Drift Experiment. In the opening piece of this series, we explored the conceptual “why” behind LLM Drift …
How ChatGPT Makes You Addicted
Author(s): Felix Pappe Originally published on Towards AI. The downward spiral of relying on AI Agents Chatbots have taken the world by storm. ChatGPT’s adoption curve far outpaces the early growth of the internet.The article discusses the rapid adoption and integration of …
Building Vector Search? Why FAISS Alone Isn’t Enough
Author(s): Tina Sharma Originally published on Towards AI. What FAISS Does Well, Where It Stops, and When to Use a Vector Database Instead FAISS is a fast vector search library, not a database. Learn what it does well, where it fails in …
Part 20: Data Manipulation in Multi-Dimensional Aggregation
Author(s): Raj kumar Originally published on Towards AI. When financial analysts need to segment customer profitability across product lines and regions, or when risk managers aggregate exposure metrics across multiple hierarchies, they rely on advanced grouping techniques that go far beyond basic …
Your Postcode Is Deciding Your Care. I Built a Pipeline to Prove It.
Author(s): Yusuf Ismail Originally published on Towards AI. Picture this. It’s 2 am. You’re on a trolley in a hospital corridor. Not a ward. A corridor. Fluorescent lights, the smell of disinfectant, the sound of a ward that’s full somewhere behind a …
40 Generative AI Interview Questions That Actually Get Asked in 2026 (With Answers)
Author(s): Darshandagaa Originally published on Towards AI. A practitioner’s guide to cracking senior GenAI/LLM engineering roles — from RAG pipelines to multi-agent orchestration I’ve been in AI/ML for eight years. In the last two, almost every interview I’ve sat in — whether …
Your Brain Is Running 5 Electrical Symphonies Right Now. We Built a Quantum Circuit to Listen.
Author(s): Vishnu Ajith Originally published on Towards AI. Originally published on LinkedIn What happened when we deployed a real VQC on EEG brain data and what four experiments actually told us about where quantum ML stands today. Quantum machine learning is one …
Part 19: Data Manipulation in Statistical Profiling
Author(s): Raj kumar Originally published on Towards AI. Statistical profiling sits at the intersection of data validation and analytical insight. In banking operations, descriptive statistics are not academic exercises. They are diagnostic tools that surface anomalies in payment flows, quantify credit portfolio …
Recent Posts
