DeepGuide for DeepSeek

Variational Inference: The Basics
Implementing variational inference from scratch
24672Murphy2025-03-23
Time Series for Climate Change: Origin-Destination Demand Forecasting
This is Part 8 of the series Time Series for Climate Change. List of articles: Part 1: Forecasting Wind Power Part 2: Solar Irradiance Forecasting Part 3: Forecasting Large Ocean Waves Part 4: Forecasting Energy Demand Part 5: Forecasting Extreme Weather
23923Murphy2025-03-23
5 Levels of MLOps Maturity
Introduction
22159Murphy2025-03-23
Intro to Data Analysis: The "Google Method"
Ask, Analyse & Act
21477Murphy2025-03-23
Debugging SageMaker Endpoints With Docker
An Alternative To SageMaker Local Mode
28617Murphy2025-03-23
AI Telephone – A Battle of Multimodal Models
DALL-E2, Stable Diffusion, BLIP, and more!
20303Murphy2025-03-23
How to Measure Drift in ML Embeddings
We evaluated five embedding drift detection methods
21649Murphy2025-03-23
Similarity Search, Part 4: Hierarchical Navigable Small World (HNSW)
Hierarchical Navigable Small World (HNSW) is a state-of-the-art algorithm used for an approximate search of nearest neighbours. Under the...
28854Murphy2025-03-23
Learning from Machine Learning | Vincent Warmerdam: Calmcode, Explosion, Data Science
The Past, Present, and Future of Data Science: An Interview with Vincent Warmerdam, Explosion ML Engineer and creator of calmcode
25452Murphy2025-03-23
How to Create Beautiful Bar Charts with Seaborn and Matplotlib (Including Animation)
A data visualization tutorial for Python
22587Murphy2025-03-23
Make Your Charts Great with UTF-8
Incorporate custom icons in Plotly Express
23382Murphy2025-03-23
Geospatial Data Analysis with OSMnx
Learn how to download, analyze and visualize OpenStreetMap data with Python
22067Murphy2025-03-23
The 5 Efficient Ways to Find and Resolve Data Issues
Uncovering Hidden Anomalies and Inconsistencies
25479Murphy2025-03-23
MLOps Tempo: How Do Strategic Goals Speed Your Development?
The foundation is knowing what the organization wants.
29350Murphy2025-03-23
How to Present Your Project in a Software Engineer Job Interview
Practical Tips for Software Engineer Interviews
21224Murphy2025-03-23
How to automate entity extraction from PDF using LLMs
Leveraging zero-shot labeling
29901Murphy2025-03-23
Create a Sustainable Supply Chain Optimization Web App
Help your organization combine sustainable sourcing and supply chain optimization to curb both costs and environmental impacts.
28441Murphy2025-03-23
Choosing the Right Path: Churn Models vs. Uplift Models
Do we really need churn models? Maybe uplift modelling can give us more comprehensive answer?
25516Murphy2025-03-23
Advanced Data Preparation Using Custom Transformers in Scikit-Learn
Go beyond "beginner mode" and take full advantage of scikit-learn's more powerful capabilities
21871Murphy2025-03-23
The Challenge of Seeing AI's Big Picture
Our weekly selection of must-read Editors' Picks and original features
21131Murphy2025-03-23

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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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