DeepGuide for DeepSeek

Unlocking Insights: Random Forests for PCA and Feature Importance
How a tried and tested solution can yield excellent results in tackling a day-to-day ML problem
22583Murphy2025-03-22
The Coming Copyright Reckoning for Generative AI
Courts are preparing to decide whether generative AI violates copyright-let's talk about what that really means
25182Murphy2025-03-22
SQL Mastery: Advanced Techniques for Data Professionals
Elevating Your Data Skills with Window Functions, Regex, and CTEs
22269Murphy2025-03-22
A New Coefficient of Correlation
What if you were told there exists a new way to measure the relationship between two variables just like correlation except possibly...
26815Murphy2025-03-22
Fabric Madness
Predicting basketball games with Microsoft Fabric
25836Murphy2025-03-22
Pandas: From Messy To Beautiful
This is how to make your pandas code human readable & bulletproof.
27028Murphy2025-03-22
You May Know This Design Pattern In Python, But When To Use It?
From tutorial to practical examples of Python Singleton design pattern
29690Murphy2025-03-22
Farm to Table: The Workflow of a Classification Model
Comparing logistic regression and random forest classification in recipe recommendations
29949Murphy2025-03-22
Customizing Large Language Models
Customize, run and save LLMs using OLLAMA and the Modelfile
29544Murphy2025-03-22
Build Autonomous AI Agents with Function Calling
Transform your chatbot into an agent that can interact with external APIs
28878Murphy2025-03-22
Topic Modelling with BERTtopic in Python
Hands-on tutorial on modeling political statements with a state-of-the-art transformer-based topic model
23455Murphy2025-03-22
Deep Dive into Sora's Diffusion Transformer (DiT) by Hand ✍︎
Explore the secret behind Sora's state-of-the-art videos
25170Murphy2025-03-22
Can Neural Networks Formulate Shock Wave?
How we build a PINN for inviscid Burgers Equation with shock formulation
24449Murphy2025-03-22
A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow
Exploring some techniques for safe deployment of LLM solutions
28739Murphy2025-03-22
Extending PAC Learning to a Strategic Classification Setting
A case study of the meeting point between game theory and fundamental concepts in machine learning
22606Murphy2025-03-22
Can Large Language Models (LLMs) Be Used to Label Data?
A brief overview
27900Murphy2025-03-22
Configuring Pytest to Run Doctest
Learn how to configure pytest in pyproject.toml to run doctests
24935Murphy2025-03-22
Packaging Your TypeScript Client into a Python Backend
Combine your React Application with the FastAPI web-server
28016Murphy2025-03-22
How to Create Powerful AI Representations by Combining Multimodal Information
Learn how you can incorporate multimodal information into your machine-learning system
26473Murphy2025-03-22
How to Improve Graphs to Empower Your Machine-Learning Model's Performance
Learn how you can improve your graphs for machine-learning tasks.
26771Murphy2025-03-22

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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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