DeepGuide for DeepSeek

Expose Kubernetes Volumes Securely Over HTTP: How to Serve PVC on the Internet
Creatie Kubernetes manifests to expose PersistentVolumeClaims.
25842Murphy2025-03-23
The power of dbt incremental models for Big Data
An experiment on BigQuery
27713Murphy2025-03-23
Training XGBoost On A 1TB Dataset
SageMaker Distributed Training Data Parallel
24501Murphy2025-03-23
Text Data Pre-processing for Time-Series Models
Have you ever thought about how sentiment from text data can be used as a regressor in time-series models?
23679Murphy2025-03-23
Everything You Need to Know About Heatmap – Tutorial With PowerBI
Understand all the ins and outs of heatmaps, and their application using Power BI.
28583Murphy2025-03-23
Confronting Bias in Data Is (Still) Difficult-and Necessary
Our weekly selection of must-read Editors' Picks and original features
23048Murphy2025-03-23
Learn Discrete Fourier Transform (DFT)
Mathematical and Coding Perspective
21277Murphy2025-03-23
How to Create Beautiful Waffle Charts for Data Visualisation in Python
A Great Alternative to Pie Charts for Data Visualisation
25146Murphy2025-03-23
10 Useful Hints and Tricks for Improving Physics-Informed Neural Networks (PINNs)
A handful of tricks concerning the sampling, architecture, activation function, loss balancing, optimisers, data normalisation, and more.
23175Murphy2025-03-23
A Quick Guide to Design Rigorous Machine Learning Experiments
How to compare ML models reliably
28777Murphy2025-03-23
Wordle Word Length and Letter Frequency Analysis using Julia
Exploring Wordle word dataset to improve our game
26018Murphy2025-03-23
Pivot tables in Pandas and Handling Multi-Index Data with Hands-On Examples in Python
Learn how to pivot a Pandas DataFrame and get meaningful insights
26945Murphy2025-03-23
Simulated Annealing with Restart Strategy
A variation on the classic Simulated Annealing optimisation algorithm and its application to the Travelling Salesman Problem
26541Murphy2025-03-23
Poisson Regression in R
Statistics in R Series
28280Murphy2025-03-23
How to Calculate Conditional Probabilities from Any DataFrame in 3 Lines of Code
Learn to write a simple Python function that will calculate conditional probabilities using notation like p(exam=1 | study=1)
26743Murphy2025-03-23
The Magic of Quantum Computing: A Beginner's Guide to Writing a Magic Number Guessing Game
Tutorial Source: Stable Diffusion. From Classical to Quantum I’m not sure exactly what it is about quantum computing that brings such a sense of amazement and intrigue, but it definitely feels refreshingly different than programming a classical comp
23864Murphy2025-03-23
How to Avoid These 4 Time-Consuming Mistakes While Teaching Yourself Data Analysis
Learning from these mistakes will help you avoid wasting time while self-teaching data analysis
24139Murphy2025-03-23
D-Tale for Fast and Easy Exploratory Data Analysis of Well Log Data
Speeding Up The Exploratory Data Analysis Workflow With The D-Tale Python Library
28349Murphy2025-03-23
Writing Code to Produce Images with ChatGPT
If images are just matrices of pixel values, can ChatGPT write code to produce matrices corresponding to meaningful imagery?
21560Murphy2025-03-23
Learning from Machine Learning | Maarten Grootendorst: BERTopic, Data Science, Psychology
The first installment of Learning from Machine Learning features the creator of BERTopic Maarten Grootendorst.
23941Murphy2025-03-23

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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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