Which AI Search Algorithm Should You Actually Use?
The Problem Nobody Talks AboutContinue reading on Towards AI »
Artificial Intelligence, data-science, deep-learning, Machine Learning, python
python
Artificial Intelligence, data-science, programming, python, Technology
What is an API? A Simple Guide for Beginners (With Real Examples)
Understand REST, HTTP requests, and real-time APIs in minutesContinue reading on Towards AI »
data-analysis, data-engineering, power-bi, python, sql
I Automated My Entire Weekly Report With Python in Fabric Notebooks — Here’s the Exact Code
Every Monday morning for eight months, I spent three hours copying numbers into a spreadsheet. Then I spent one Saturday afternoon building the thing that gave those hours back forever.Every Monday morning, without fail, for eight straight months — I m…
ai, forecasting, python, reinforcement-learning, timeseries
Time Series Forecasting Changes When Actions Change the Data
A practical framework for action-aware forecasting in business and investingContinue reading on Towards AI »
Artificial Intelligence, Automation, entrepreneurship, python, tutorial
I Built an AI Agent That Runs My Entire Business (Here’s the Code)
From lead generation to invoicing — fully automated in 200 lines of Python.Continue reading on Towards AI »
ai-agent, first-principles, python, rags, rlhf
What SFT, DPO, RLHF, and RAG Actually Do in an AI Agent
A first-principles guide for AI agent builders — understand how demonstration learning, retrieval, preference optimization, and…Continue reading on Towards AI »
deep-learning, DeepSeek, deepseek-v3, expert routing, expert specialization, load balancing, Machine Learning, mixture of experts, moe, neural-networks, python, pytorch, swiglu, transformer, tutorial
DeepSeek-V3 from Scratch: Mixture of Experts (MoE)
Table of Contents DeepSeek-V3 from Scratch: Mixture of Experts (MoE) The Scaling Challenge in Neural Networks Mixture of Experts (MoE): Mathematical Foundation and Routing Mechanism SwiGLU Activation in DeepSeek-V3: Improving MoE Non-Linearity Shared Expert in DeepSeek-V3: Universal Processing in MoE…
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ai-agent, Artificial Intelligence, Machine Learning, Open Source, python
I Built an AI Podcast That Learns What You Like — Here’s Exactly How It Works
Two AI agents debate any topic you choose. One plays host, one plays expert. And the whole system remembers your taste.I got tired of AI demos that do one thing impressively and nothing else.Most “multi-agent” projects I’ve seen are basically two LLM c…
Artificial Intelligence, data-science, Machine Learning, programming, python
How I Would Become an AI Engineer in 2026 If I Had to Start Over
What I would learn, what I would ignore, what I would build, and how I would know I was actually getting better.Continue reading on Towards AI »
Artificial Intelligence, deep-learning, Machine Learning, python, reinforcement-learning
Using Reinforcement Learning to Solve Real-World Problems
I watched my 4-year-old nephew learn to ride a bicycle last summer. Nobody handed him a manual. Nobody showed him labeled training data of…Continue reading on Towards AI »