DeepGuide for DeepSeek

Handling Time Zones with Python
This post demonstrates the functionalities to deal with time zones in Python
27568Murphy2025-03-23
Implementing Deep Learning Using fastai – Image Classification
Get a head-start in deep learning quickly and easily without wading through all the details
22163Murphy2025-03-23
Enhance Your Polar Bar Charts With Matplotlib
Improve Your Polar Bar Chart Data Visualisations With a Few Simple Tweaks
22714Murphy2025-03-23
A comprehensive guide for getting started with OpenStreetMap
Learn the basics concepts of OpenStreetMap while practising using the website
23887Murphy2025-03-23
Pro GPU System vs Consumer GPU System for Deep Learning
Why you might consider going pro
28844Murphy2025-03-23
Rust: The Next Big Thing in Data Science
A Contextual Guide for Data Scientists and Analysts
27851Murphy2025-03-23
Closed AI Models Make Bad Baselines
This post was authored by Anna Rogers, with much invaluable help and feedback from Niranjan Balasubramanian, Leon Derczynski, Jesse Dodge...
29379Murphy2025-03-23
Machine Learning, Illustrated: Evaluation Metrics for Classification
A comprehensive (and colorful) guide to everything you need to know about evaluating classification models
22604Murphy2025-03-23
Train ImageNet without Hyperparameters with Automatic Gradient Descent
Towards architecture-aware optimisation
29687Murphy2025-03-23
Democratizing Machine Learning with AWS SageMaker AutoML
An Overview
26803Murphy2025-03-23
A Sustainable Supply Chain Template with Geospatial Calculations in Python
A supply chain network footprint should include greenhouse gas calculations for both transportation and distribution centers
21815Murphy2025-03-23
Linear Regression In Depth (Part 2)
Deep dive into multiple linear regression with examples in Python
25517Murphy2025-03-23
Gradient Descent Algorithm 101
Understand the optimization algorithm widely used in Machine and Deep Learning
28789Murphy2025-03-23
Linear Regression to GPT in Seven Steps
How the humble prediction method shows us the way to Generative AI
24800Murphy2025-03-23
How to Find Unique Data Science Project Ideas That Make Your Portfolio Stand Out
Forget Titanic and MNIST: Pick a unique project that builds your skills and helps you stand out from the crowd
21934Murphy2025-03-23
A Primer on Linear Algebra: Part 2
A gentle refresher on essential concepts and operations for data science
20185Murphy2025-03-23
Easy Background Editing with Python AI
Remove the background and replace it to enhance your visual image with a few lines of Python code
28972Murphy2025-03-23
Time Series Forecasting with Facebook's Prophet in 10 Minutes – Part 2
Model's performance and hyper-parameters fine tuning
20255Murphy2025-03-23
Can ChatGPT Compete with Domain-Specific Sentiment Analysis Machine Learning Models?
A hands-on comparison using ChatGPT and Domain-Specific Model
27357Murphy2025-03-23
How I Turned My Company's Docs into a Searchable Database with OpenAI
And how you can do the same with your docs
25690Murphy2025-03-23

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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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