DeepGuide for DeepSeek

A Guide to Powerful Python Enumerations
Improve Python code for data science with simple, readable and performant enumerations.
20378Murphy2025-03-22
Additive Decision Trees
An interpretable classification and regression model
29000Murphy2025-03-22
Reinforcement Learning, Part 3: Monte Carlo Methods
From casinos to AI: unveiling the power of Monte Carlo methods in complex environments
25534Murphy2025-03-22
Turn Your Python Function into a Decorator with One Line of Code
A new way to write shorter, clearer, and more readable Python decorators that also act as a context manager
20478Murphy2025-03-22
The Ultimate Guide to Finding Outliers in Your Time-Series Data (Part 1)
Effective statistical methods and tools for outlier detection in time-series analysis
28675Murphy2025-03-22
Two Common Pitfalls to Avoid When Doing Cross-Validation
And the techniques you need to combat them
29916Murphy2025-03-22
Rethinking Statistical Significance
Dropping strict cutoffs, no matter how stringent, and advocating for presentation of raw data in scientific articles rather than pushing...
28909Murphy2025-03-22
Data Augmentation in AI for Science: An Earth Science Case Study
Augmenting observational data with physical simulations improves the performance of AI models in scientific research.
25122Murphy2025-03-22
Reinforcement Learning: Deep Q-Networks
Teaching a shuttle to land on the moon using Deep Q-Networks in Python. A mathematical deep dive into Reinforcement Learning.
29882Murphy2025-03-22
Supply Chain Process Scheduling with Python
Use linear programming to increase the production capacity of value-added services in a luxury product warehouse.
20991Murphy2025-03-22
Small Language Models: Using 3.8B Phi-3 and 8B Llama-3 Models on a PC and Raspberry Pi
Testing the models with LlamaCpp and ONNX
24547Murphy2025-03-22
Profiling CUDA using Nsight Systems: A Numba Example
Learn about profiling by inspecting concurrent and parallel Numba CUDA code in Nsight Systems
20600Murphy2025-03-22
Quantum Mechanics Meets PCA: An (Un)expected Convergence
How quantum states and PCA components connect
30035Murphy2025-03-22
SQL Explained: Common Table Expressions
What CTEs are and how you use them
30002Murphy2025-03-22
Optimising Non-Linear Treatment Effects in Pricing and Promotions
Causal AI, exploring the integration of causal reasoning into machine learning
25136Murphy2025-03-22
Four Ways to Improve Statistical Power in A/B Testing
In A/B testing, you often have to balance statistical power and how long the test takes. Learn how Allocation, Effect Size, CUPED & Binarization can help you.
26113Murphy2025-03-22
Self-attentive sentence embedding for the recommendation system
What is self-attentive embedding, and how do we use it in recommendation systems?
24340Murphy2025-03-22
Practical Computer Simulations for Product Analysts
Part 3: Modelling Ops queues
28284Murphy2025-03-22
Mastering K-Means Clustering
Implement the K-Means algorithm from scratch with this step-by-step Python tutorial
22887Murphy2025-03-22
Analyzing Geo-based Campaigns with Synthetic Control
Using Meta's GeoLift Library
21778Murphy2025-03-22

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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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