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Recent posts tagged ml

Level UI • 20 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
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  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
AIAppsAPI • Oct 16 • in Articles • 1 min read
List Of Machine Learning (ML) Models
Found this list while training it into my new personal LLM, its a list of machine learning ML models, with descriptions and settings. They are fairly easy to use if you are comfortable on the command line, but it's technical enough that it won't soun...
  • ml
  • ai
  • machine
  • learning
4 Reactions 2 Comments
Ertugrul • Oct 15 • in Articles • 8 min read
Behavioral Convergence Without Representational Convergence: Reproducing Training-History Dependen
When two neural networks reach nearly identical accuracy, have they actually learned the same thing? The Problem With Calling Two Models "Equivalent" Imagine training two neural networks on the same classification problem. Both eventually achiev...
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  • ai
  • ml
  • computerscience
  • opensource
3 Reactions 2 Comments
Iko Uchiha • Sep 8 • in Articles • 4 min read
Building an on device query classifier for movies, music et al.
Many a times, a requirement comes up, where one needs to be able to categorize natural language into database level filters. One such situation came up, when I was trying to find a way to train a small model - which would fit on device, to be able to...
  • ml
  • python
  • search
2 Reactions 0 Comments
Danish • Jul 29 • in Articles • 1 min read
Technology is now for anyone
Mental Health System AI Chatbot that provides empathetic responses for mental health support using simple Plain English text. Live: https://lnkd.in/dn5H6PM9 ...
  • ai
  • ml
  • rag
  • aiagents
4 Reactions 2 Comments
elsieraine_x • Jun 8 • in Articles • 6 min read
Reinforcement Learning and Autonomous Decision-Making Systems
Quick Overview Reinforcement learning RL trains agents using reward feedback rather than labeled data. Autonomous systems use RL to make decisions in dynamic environments without human intervention. Key elements are agents, environments, st...
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  • ml
  • ai
  • webdev
  • programming
7 Reactions 1 Comments
teckgeekz • May 4 • in Articles • 2 min read
Building an End-to-End LSTM Pipeline for Price Forecasting
Predicting financial markets is one of the most challenging tasks in data science. The Teckgeekz LSTM Prediction repository tackles this problem by implementing a complete deep learning pipeline for forecasting cryptocurrency and stock prices using s...
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  • lstm
  • ml
  • python
2 Reactions 2 Comments
Tom Smithverified • 17 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
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  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
Urooj Fatima | EE Student • May 1 • in Launches • 1 min read
Fashion-ID: Smart Image Classification
Empowering E-commerce with Automated Fashion Recognition...
  • artificialintelligence
  • deeplearning
  • ml
1 Reactions 0 Comments
Ayrat Murtazin • Apr 11 • in Articles • 11 min read
Adaptive Local Linear Regression for Short-Term Growth Stock Trend-Following in Python
Most trend-following systems apply a fixed lookback window — a 20-day moving average, a 50-day exponential smoother — uniformly across all market conditions. The problem is that volatility regimes change, momentum cycles compress and expand, and a st...
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  • python
  • finance
  • ml
  • trading
4 Reactions 1 Comments
Urooj Fatima | EE Student • Apr 4 • in Articles • 3 min read
Stop chasing degrees. Start building projects
As a student exploring tech and trying to build real skills, I realized something important… Degrees can open doors, but projects are what actually get you inside. Let’s be honest. You can spend 4 years collecting a degree… Or you can spend 6–12 mo...
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  • development
  • devops
  • generative-ai
  • ml
14 Reactions 8 Comments
Posted in AI group
Prasoon Jadon • Mar 18 • in Articles • 2 min read
Making AI Understandable: A Beginner’s Guide to Explainable AI (XAI)
Making AI Understandable: A Beginner’s Guide to Explainable AI XAI Artificial intelligence is everywhere—from recommending your next binge-watch to helping doctors diagnose diseases. But have you ever wondered why AI makes certain decisions? If yo...
  • generative-ai
  • ai
  • ml
  • programming
4 Reactions 0 Comments
Dr. Usman Zafar • Feb 13 • in Articles • 1 min read
Humble proof of Machine Learning & Deep Leaning: Across 10 families and 100 Models.
"Elite Engineering in less than 36 hours!" Best for: Experienced developers who value raw performance and terminal-heavy builds. Subject: Architecting the "King Model" Gauntlet: Stop letting AI get lazy. I’ve just pushed Project A-Z to my repo. ...
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  • ml
  • engineering
  • ai
  • statistics
4 Reactions 2 Comments
Ansh • Dec 14, 2025 • in Articles • 1 min read
Why Building Projects Beats Just Watching Tutorials
When I started learning AI and Machine Learning, I thought watching tutorials was enough. Models, algorithms, code examples — everything looked clear while watching. But the moment I tried to build something on my own, reality hit. ❌ The Tutorial Co...
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  • web
  • dev
  • ai
  • ml
3 Reactions 1 Comments
Arnav Singhal • Jul 7, 2025 • in Articles • 4 min read
Beyond Accuracy: The Complete Guide to Model Evaluation Metrics in Machine Learning
Introduction So, you’ve built a machine learning model and it gives you 95% accuracy. Sounds amazing, right? But what if your data is highly imbalanced—say, 95% of your samples belong to one class? In that case, your model may be predicting only th...
  • machine-learning
  • ml
  • artificialintelligence
  • ai
4 Reactions 2 Comments
Arnav Singhal • Jul 4, 2025 • in Articles • 3 min read
From CSV to Model: A Beginner’s Guide to Building Your First ML Pipeline
Are you curious about how machine learning actually works in real life? Do you want to build your first machine learning model from scratch, without using any drag-and-drop tools or black-box software? If yes — you’re in the right place! In this gu...
  • ai
  • ml
7 Reactions 1 Comments
CliffordIsaboke • Jun 25, 2025 • in Articles • 2 min read
Building a Credit Scoring Model: A Practical Guide for Emerging Markets
Introduction In many emerging markets, traditional banking data is scarce, but mobile money usage is high. Services like M-Pesa,G-Money, GCash,Monzo, Revault to mension but a few have become financial lifelines, yet users still struggle to access cr...
  • ai
  • ml
5 Reactions 2 Comments
Shivam Bharadwaj • Feb 10, 2025 • in Articles • 5 min read
Which is Better for Prompt Engineering: Deepseek R1 or OpenAI o1?
In the rapidly evolving field of artificial intelligence, two models have recently garnered significant attention: DeepSeek’s R1 and OpenAI’s o1. Both models aim to advance AI capabilities, but they differ in design philosophy, performance, and ac...
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  • ai
  • deepseek
  • openai
  • chatgpt
  • ml
8 Reactions 2 Comments
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