DeepGuide for DeepSeek

Water Cooler Small Talk: The Birthday Paradox
A look at the counterintuitive mathematics of shared birthdays
26793Murphy2025-03-22
A Basic Introduction to Quantum GANs
"Quantum computing just becomes vastly simpler once you take the physics out of it."
24940Murphy2025-03-22
Programming an Arduino with CrewAI Agents
An interaction between electronics and LLMs
25320Murphy2025-03-22
Convenient Time Series Forecasting with sktime
How to make forecasting as easy as a walk in the park
26677Murphy2025-03-22
Breaking It Down : Chunking Techniques for Better RAG
Mastering chunking for efficient retrieval in RAG systems
27756Murphy2025-03-22
An Intuitive Guide to Integrate SQL and Python for Data Science
Learn to master MySQL connector, a Python library that enables to interact with MYSQL database
21594Murphy2025-03-22
Exposing Jailbreak Vulnerabilities in LLM Applications with ARTKIT
Automated prompt-based testing to extract hidden passwords in the popular Gandalf challenge
22574Murphy2025-03-22
Graph RAG into Production – step-by-step
A GCP native, fully serverless implementation that you will replicate in minutes
21856Murphy2025-03-22
How Cohort Analysis Can Transform Your Customer Insights
Discover how tracking customer behavior over time with cohort analysis can improve engagement and retention strategies for your business
26536Murphy2025-03-22
Semantic Layer for the People and by the People
My 3 [+1] jokers with templates for building a powerful analytical semantic layer
24022Murphy2025-03-22
I Spent My Money on Benchmarking LLMs on Dutch Exams So You Don't Have To
OpenAI's new o1-preview is way too expensive for how it performs on the results
27297Murphy2025-03-22
Proxy SHAP: Speed Up Explainability with Simpler Models
A Practical Guide to Efficient SHAP Computation
27267Murphy2025-03-22
Zero-Shot Localization with CLIP-Style Encoders
How can we see what a vision encoder sees?
28206Murphy2025-03-22
A Deep Dive into Odds Ratio
Understanding, calculating, visualizing, and interpreting odds ratios and their confidence intervals with practical examples in Python.
29106Murphy2025-03-22
Hands-On Numerical Derivative with Python, from Zero to Hero
Here's everything you need to know (beyond the standard definition) to master the numerical derivative world
27911Murphy2025-03-22
VisionTS: Building Superior Forecasting Models from Images
Leveraging the power of images for time-series forecasting
26877Murphy2025-03-22
Simulate the Challenges of a Circular Economy for Fashion Retail
Use data analytics to simulate a circular rental model for fashion retail and understand store operations and logistics challenges.
23946Murphy2025-03-22
The Art of Tokenization: Breaking Down Text for AI
Demystifying NLP: From Text to Embeddings
27848Murphy2025-03-22
The Pareto Principle in Data Engineering
One step forward; no steps back
22726Murphy2025-03-22
Dummy Regressor, Explained: A Visual Guide with Code Examples for Beginners
Naively choosing the best number for all of your prediction
27248Murphy2025-03-22

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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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