DeepGuide for DeepSeek

Exact Algorithm or Heuristic?
A step-by-step guide to make the right choice for your mathematical optimization problem
20572Murphy2025-03-23
Practical Approaches to Optimizing Budget in Marketing Mix Modeling
How to optimize the media mix using saturation curves and statistical models
21483Murphy2025-03-23
Natural Language Processing Is about More than Chatbots
Our weekly selection of must-read Editors' Picks and original features
21487Murphy2025-03-23
The One Page Data and Analytics Templates
Master Data and Analytics reports and processes with five templates
25122Murphy2025-03-23
5 Jupyter Hacks That You Never Knew Even Existed
With a bonus tip
23818Murphy2025-03-23
Performance Estimation Techniques for Machine Learning Models
An overview of tools and methods to estimate performance of your ML model
21125Murphy2025-03-23
Using PyGWalker to Enhance Your Jupyter Notebook EDA Experience
An Introduction to the PyGWalker Library for Easy Data Visualisation
25617Murphy2025-03-23
Command Line Interface (CLI) Tutorial - How Advanced Users Interact with Computers
A CLI intro to increase productivity in interacting with computers
29795Murphy2025-03-23
ChatGPT's Electricity Consumption
ChatGPT may have consumed as much electricity as 175,000 people in January 2023.
27944Murphy2025-03-23
SEIR Modeling in R using deSolve – Chronic Wasting Disease in Deer
Gaining health policy insight with small data sets
27583Murphy2025-03-23
Multi-armed bandits applied to order allocation among execution algorithms
Finding the right balance between exploitation and exploration
22731Murphy2025-03-23
Fast and Scalable Hyperparameter Tuning and Cross-validation in AWS SageMaker
Using SageMaker Managed Warm Pools
22934Murphy2025-03-23
Optimization, Newton's Method, & Profit Maximization: Part 3 – Applied Profit Maxim
Learn how to apply optimization & econometric techniques to solve an applied profit maximization problem
22444Murphy2025-03-23
The Kaggle Blueprints: Unlocking Winning Approaches to Data Science Competitions
An article series analyzing Kaggle competitions' winning solutions for lessons we can apply to our own data science projects
28877Murphy2025-03-23
What Is a Satellite Image Time Series?
A foundation for current and future global challenges
26788Murphy2025-03-23
A step-by-step guide to robust ML classification
How to avoid common pitfalls and dig deeper into our models
26219Murphy2025-03-23
Building a Recommender System using Machine Learning
"Candidate rerank" approach with co-visitation matrix and GBDT ranker model in Python
21368Murphy2025-03-23
The Secret to Better ROI: Implementing a Full-Funnel Marketing Approach
Building deeper connections with customers while driving lower funnel efficiencies.
28656Murphy2025-03-23
Memoizing DataFrame Functions
Using Hashable DataFrames and Message Digests to Optimize Repeated Calculations
27823Murphy2025-03-23
Anomaly Detection using Sigma Rules (Part 4): Flux Capacitor Design
We implement a Spark structured streaming stateful mapping function to handle temporal proximity correlations in cyber security logs
23280Murphy2025-03-23

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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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