DeepGuide for DeepSeek

Solving A Rubik's Cube with Supervised Learning – Intuitively and Exhaustively Explained
A Popular Toy in a Brave New World
23546Murphy2025-03-22
Missing Data in Time-Series? Machine Learning Techniques (Part 2)
Using Clustering Algorithms to Handle Missing Time-Series Data
20356Murphy2025-03-22
Speed Up PyTorch With Custom Kernels. But It Gets Progressively Darker
We'll begin with torch.compile, move on to writing a custom Triton kernel, and finally dive into designing a CUDA kernel from scratch.
24590Murphy2025-03-22
Understanding the Evolution of ChatGPT: Part 2 – GPT-2 and GPT-3
Scaling from 117M to 175B: Insights into GPT-2 and GPT-3.
28516Murphy2025-03-22
Building Visual Agents that can Navigate the Web Autonomously
A step-by-step guide to creating visual agents that can navigate the web autonomously
27517Murphy2025-03-22
Are Meta's AI Profiles Unethical?
As AI becomes further enmeshed into every product we use, what rules should exist to protect humans?
22478Murphy2025-03-22
Going Beyond Bias-Variance Tradeoff Into Double Descent Phenomenon
It's not how many times you get knocked down that count, it's how many times you get back up.
22465Murphy2025-03-22
Advanced Pandas Techniques for Data Processing and Performance
Hands-on approach from chunked processing to parallel execution
21245Murphy2025-03-22
A Multimodal AI Assistant: Combining Local and Cloud Models
Use LangGraph, mlx and Florence2 to build an agent that answers complex image questions, with the option to run everything locally.
22584Murphy2025-03-22
Exploring New Hyperparameter Dimensions with Laplace Approximated Bayesian Optimization
Is it better than grid search?
25978Murphy2025-03-22
LLM Evaluation, Parallel Computing, Demand Forecasting, and Other Hands-On Data Science Approaches
Our weekly selection of must-read Editors' Picks and original features
24357Murphy2025-03-22
How Large Language Models (LLMs) Learn: Playing Games
LLMs are just professional Mad Libs Players
26433Murphy2025-03-22
Build Your First API with Python and AWS
Learn how to create a simple, yet powerful REST API with FastAPI, DynamoDB, and AWS Lambda Functions.
27428Murphy2025-03-22
Contextual Topic Modelling in Chinese Corpora with KeyNMF
A comprehensive guide on getting the most out of your Chinese topic models, from preprocessing to interpretation.
29085Murphy2025-03-22
The AI (R)Evolution, Looking From 2024 Into the Immediate Future
Witnessing rapid innovation, fierce competition, and transformative tools for life, work, and human development
25986Murphy2025-03-22
Roadmap to Becoming a Data Scientist, Part 3: Machine Learning
From beginner to pro: key machine learning skills for data science aspirants
29369Murphy2025-03-22
Using Optimization to Solve Adversarial Problems
An example of simultaneously optimizing two policies for two adversarial agents, looking specifically at the cat and mouse game.
27206Murphy2025-03-22
You Think 80% Means 80%? Why Prediction Probabilities Need a Second Look
Understand the gap between predicted probabilities and real-world outcomes
22048Murphy2025-03-22
From Darwin to Deep Work
Focus Strategies for Machine Learning Practitioners
28775Murphy2025-03-22
Why Data Scientists Can't Afford Too Many Dimensions and What They Can Do About It
An in-depth article about dimensionality reduction and its most popular methods
23306Murphy2025-03-22

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Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features

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