#deep-learning

PINNs vs Neural Operators

Solving a PDE Is Not the Same as Learning the Solver

Yapay Zeka Nedir? AI, ML, Derin Öğrenme Nedir ve LLM Ne Demektir?

AI Nedir, Machine Learning Nedir, Deep Learning, Generative AI Nedir, LLM Nedir, LLM ile Klasik AI Arasındaki Fark Nedir?

Reflections:

Morning on the Mountain

BNPA- Laptop Donations for students

Not Every Thought Deserves a Second Thought

Sometimes, the thought that hurts you is not the thought that arrived first. It is the thought you kept feeding.

Understanding Alphafold 1, all the essentials for computer scientists

Recently, Google DeepMind reportedly decided to dismantle the AlphaFold team. I have long admired the AlphaFold series — AlphaFold 1…

Discover the 7 Truths Before You Trust That Deposition Summary

Discover the 7 things most clients never think to check, until a summary quietly costs them the case.

“Learn in Minutes.”

Published : Pioneer Business Solutions | Author : Lingaraj M Kumbar

The Future Selects

A metaphysics for the register age — contradiction as the mechanism of time

Stop Tuning Hyperparameters Until You Run These 7 Checks

Your model probably doesn’t need another learning rate experiment. It needs you to verify the boring stuff first.

Bahdanau Attention: The First Practical Attention Mechanism

Hello everyone 👋

Real-Time Face & Object Detection Using OpenCV and MediaPipe

Hey folks! 👋

What If Robustness in AI Is Not a Regularization Problem — but a Geometry Problem?

Most of modern AI research is driven by a familiar loop:

Bulutta Model Eğitirken CPU mu GPU mu? Performans, Maliyet ve Doğru Kaynak Seçimi

Bir makine öğrenmesi modeli yerel bilgisayarımızda yavaş çalışmaya başladığında aklımıza gelen ilk çözümlerden biri daha güçlü bir…

Beyond standard LLMs: Why Spatial AI is the Missing Piece in Space Exploration

Introduction: The Limits of Text and Pixels in the Cosmos

The Sight Of The 8 (Part 1)

Thank you for stopping by. After this sentence, knowledge is about to take you on a journey about power, individual power.

Two Clocks, One Training Step: How TraceML Measures PyTorch Performance

A time.perf_counter() bracket and a CUDA event pair can disagree wildly about the same forward pass. Neither is wrong: they answer…

Train Neural Networks without Draining your Pocket: Mixed Precision in PyTorch using Lightning

A quick guide to demonstrate model training with Mixed precision in PyTorch using Lightning. Straightforward and easy to implement!

Training a Model on Google Colab, A Survival Guide

It was epoch 47 out of 60. The loss was finally going down, I was already imagining the finished model, and then the tab greeted me with a…

How Cybersecurity Awareness Programs Help Build a Stronger Defensive Cyber Environment

Cybersecurity is often associated with firewalls, endpoint protection, and sophisticated detection tools. While those technologies are…

Spam Email Detection using LSTM

In this project, you will build a deep learning model to classify messages from SMS or email as spam or ham (not spam), using a Long…

Silsilah Otak Digital: Dari Perceptron Sederhana hingga Invasi Deep Learning

Sekitar 3,8 miliar tahun yang lalu, di dalam samudra purba Bumi yang hangat, rantai molekul organik pertama mulai mereplikasi dirinya…

Deep Learning in Java — Unveiling the Power of Softmax Function in Deep Learning: A Guide to…

Welcome to the Deep Learning in Java series.

The Unreasonable Effectiveness of Fourier Transforms in Modern Data Science

Subtitle: From convolutions to generative models, the frequency domain remains the central舞台 of structured learning.

Bulut Bilişim ve ModelArts ile Derin Öğrenme Yolculuğu: Huawei Cloud Bootcamp Deneyimlerim

Giriş

Understanding DenseNet-201: The Architecture That Doubled Down on Feature Reuse

If you have spent any time working with Convolutional Neural Networks (CNNs), you are likely familiar with the classic…

Mask R-CNN in Deep Learning: A Complete Guide to Object Detection and Instance Segmentation with a…

Introduction

Master Modern AI: Complete Guide to IEEE Deep Learning Projects for Engineering Students

As artificial intelligence continues to redefine global technology landscapes, hands-on exposure to advanced neural architectures has…

Generating Realistic Mars Images Using DCGAN: A Deep Learning Guide

Learn how Deep Convolutional Generative Adversarial Networks (DCGANs) can generate realistic images of Mars by learning directly from real…

VGGT and D4RT

The best papers of CVPR in 2025 and 2026 are VGGT: Visual Geometry Grounded Transformer and Efficiently Reconstructing Dynamic Scenes One…

Building a Vision Language Model From Scratch: What I Learned Reimplementing PaliGemma in PyTorch

A deep dive into the design decisions, engineering trade-offs, and unexpected lessons from building a production-grade VLM from the ground…

Use Of Ai In Today’s World

The Use of AI in Today’s World: The Silent Revolution Happening Around Us

The Fastest Way To Become Wiser

It isn’t reading more books—it’s learning from every person and every situation.

AI, Machine Learning ও Deep Learning এর মধ্যে পার্থক্য কী?

“AI আর Machine Learning কি একই জিনিস? Deep Learning আবার কী?”

Attending to all attentions (a try!) (Part 1)

From Bahdanau’s original idea to FlashAttention and Multi-Head Latent Attention.

The Reason Mira Murati’s $2B Model Is Losing on Purpose

Everyone is reading Inkling’s benchmark table wrong. The one number that actually matters isn’t in it.

Top Frameworks for Multi-Agent Reinforcement Learning in 2026

A Practical Guide to the Best MARL Libraries, Tools, and Ecosystems for Researchers and Developers

The Circle of Love

From being held to holding , Learning to choosing

Your Parents Raised You. Now It’s Your Turn to Raise Yourself. ⭐

Healing begins the moment you stop repeating what hurt you

Does Pathology-Specific Pretraining Beat ImageNet?

Pitting a pathology foundation model (Phikon-v2) against ImageNet-pretrained CNNs for nine-class tissue classification on H&E-stained…

Learn to Entertain Yourself.

The quiet struggle of teenagers.

I Gave Fable 5 and GPT-5.6 the Same Build Task, Results Were Shocking

Claude Code worked on its own and finished quickly, but codex needed more push and it build a more advanced, higher-quality product.

Distributed Systems in Machine Learning, and foundations to frontier practice

A systems-level view of distributed training: parallelism, communication, and constraints

Yapay Zekaya Giriş (Bölüm 1): Attention, Nöronlar ve Öğrenmenin Matematiği

2017’de yayımlanan “Attention Is All You Need” makalesi yalnızca bir akademik çalışma değildi; bugün ChatGPT gibi büyük dil modellerinin…

Multihead Attention: How One Model Reads a Sentence 144 Ways

Walkthrough of the last piece of self-attention—12 heads per layer and the two matrices that hold it all together.

From a Ranking Formula to a Graph: How This Idea Evolved — GravlensMMA

Part 2 of the GravLens-MMA build log

The Silent Risk of Delegating Your Entire Brain to AI

How over-relying on Level 4 agents is secretly deskilling your top engineers.

July 14, 2026 New Moon: The Cosmic Reset That Changes Everything

When the Sky Goes Dark, Your Soul Begins to Shine

Large Language Models: The Technology Reshaping Our World

A Deep Dive into What LLMs Are, How They Work, and Where They’re Taking Us

What Is RAG (Retrieval-Augmented Generation)? How AI Chatbots Use Your Data

If you’ve ever wondered how tools like ChatGPT can answer questions about your company’s internal documents, your product manuals, or news…