DeepGuide for DeepSeek

Avoidable and Unavoidable Randomness in GPT-4o
Exploring the sources of randomness in GPT-4o from the known and controllable to the opaque and uncontrollable.
24804Murphy2025-03-22
Data Science: From School to Work, Part II
How to write clean Python code
29230Murphy2025-03-22
When Optimal is the Enemy of Good: High-Budget Differential Privacy for Medical AI
Can we guarantee patient privacy without sacrificing model accuracy?
29907Murphy2025-03-22
LLM + RAG: Creating an AI-Powered File Reader Assistant
How to create a chatbot to answer questions about file’s content
29936Murphy2025-03-22
LLaDA: The Diffusion Model That Could Redefine Language Generation
How LLaDA works, why it matters, and how it could shape the next generation of LLMs
29834Murphy2025-03-22
How To Generate GIFs from 3D Models with Python
Complete Tutorial to Automate 3D Data Visualization. Use Python to convert point clouds and 3D models into GIFs & MP4s for easy sharing and collaboration
25854Murphy2025-03-22
Generative AI and Civic Institutions
Should human obsolescence be our goal?
27570Murphy2025-03-22
When You Just Can’t Decide on a Single Action
Game Theory 101: Mixing strategies
23222Murphy2025-03-22
Image Captioning, Transformer Mode On
Implementing CPTR (CaPtion TransformeR) from scratch with PyTorch
24477Murphy2025-03-22
How to Train LLMs to “Think” (o1 & DeepSeek-R1)
Advanced reasoning models explained
26386Murphy2025-03-22
The Urgent Need for Intrinsic Alignment Technologies for Responsible Agentic AI
Rethinking AI alignment and safety in the age of deep scheming
21810Murphy2025-03-22
Using GPT-4 for Personal Styling
Data management, GPT context limits, and real-world challenges
22092Murphy2025-03-22
Mastering 1:1s as a Data Scientist: From Status Updates to Career Growth
Use your 1:1s to gain visibility, solve challenges, and advance your career
20531Murphy2025-03-22
Comprehensive Guide to Dependency Management in Python
Master the management of virtual environments
28539Murphy2025-03-22
Practical SQL Puzzles That Will Level Up Your Skill
Three real-world SQL patterns that can be applied to many problems
22600Murphy2025-03-22
Deep Research by OpenAI: A Practical Test of AI-Powered Literature Review
How Deep Research handled a state-of-the-art review and possible challenges for research
24019Murphy2025-03-22
Generative AI Is Declarative
And how to order a cheeseburger with an LLM
27905Murphy2025-03-22
Custom Training Pipeline for Object Detection Models
I examined several well-known object detection pipelines and designed one that best suits my needs and tasks
30139Murphy2025-03-22
Overcome Failing Document Ingestion & RAG Strategies with Agentic Knowledge Distillation
Introducing the pyramid search approach
22839Murphy2025-03-22
Kubernetes — Understanding and Utilizing Probes Effectively
Why proper configuration and implementation of Kubernetes probes is vital for any critical deployment
24191Murphy2025-03-22

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The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.

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