DeepGuide for DeepSeek

A Comprehensive Comparison of ML Experiment Tracking Tools
What are the pros and cons of 7 leading tools
20639Murphy2025-03-23
How to Connect to Your AWS EC2 Instance with Visual Studio Code
A quick and easy guide to accessing remote servers with VS Code
22136Murphy2025-03-23
How to Reduce Your Master Data Management Bill
Grab the low-hanging fruits with open-source
21656Murphy2025-03-23
Prediction in Various Logistic Regression Models (Part 2)
Statistics in R Series
26042Murphy2025-03-23
Analyzing California's Electric Vehicle Adoption Rate
Using DMV Data with Pandas and GeoPandas
27252Murphy2025-03-23
Generative AI for Social Work Students: Part II
Essential knowledge, abilities, and practices with AI
24504Murphy2025-03-23
The ABCs of Differential Privacy
A Guide to Understanding Fundamental Definitions and Key Principles
23268Murphy2025-03-23
Effectively Annotate Text Data for Transformers via Active Learning + Re-labeling
Boost Transformer model performance with Active Learning assisted data labeling
24414Murphy2025-03-23
Similarity Search, Part 1: kNN & Inverted File Index
Similarity search is a popular problem where given a query Q we need to find the most similar documents to it among all the documents D.
27146Murphy2025-03-23
Making Sense of the Promise (and Risks) of Large Language Models
Our weekly selection of must-read Editors' Picks and original features
22121Murphy2025-03-23
Error Handling in R and Python
If an error comes up in the middle of a function, that can be handled
26457Murphy2025-03-23
How to Build Popularity-Based Recommenders With Polars
Basic recommenders that are easy to understand and implement, as well as fast to train
23231Murphy2025-03-23
Running Jaffle Shop dbt Project in Docker
A containerised version of the popular Jaffle Shop dbt project
26471Murphy2025-03-23
Beyond Accuracy: Exploring Exotic Metrics for Holistic Evaluation of Machine Learning Models
Machine learning has undoubtedly become a powerful tool in today's data-driven world, but are we truly tapping into its full potential...
21503Murphy2025-03-23
The Case Against Enterprise LLMs
A sober perspective as to why boring is best, even for AI
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Performing Image Annotation using Python and OpenCV
Learn how to create bounding boxes for your images
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How Useful is F-test in Linear Regression?
Not very much, but we can improve it.
29495Murphy2025-03-23
The Myth Of p-values: Why They're Not the Holy Grail in Data Science
The p-value fallacy: why we need to stop treating them as Gospel
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Towards Stand-Alone Self-Attention in Vision
A deep dive into the application of the transformer architecture and its self-attention operation for vision
20180Murphy2025-03-23
Cleaning Up Confluence Chaos: A Python and BERTopic Quest
A tale of taming unruly documents to create the ultimate GPT-based chatbot
21632Murphy2025-03-23

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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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