DeepGuide for DeepSeek

Entropy based Uncertainty Prediction
This article explores how Entropy can be employed as a tool for uncertainty estimation in image segmentation tasks. We will walk through...
20727Murphy2025-03-23
Time Series Complexity analysis using Entropy
Here is a method to understand how complex your time series are, in a few lines of code
20303Murphy2025-03-23
How to Design a Roadmap for a Machine Learning Project
The core components of a successful machine learning project.
27049Murphy2025-03-23
Monocular Depth Estimation to Predict Surface Reliefs of Mars
A different application of monocular depth estimation models
25482Murphy2025-03-23
How GenAI Solutions Revolutionize Business Automation: Unpacking LLM Applications for Executives
How companies can apply the power of LLMs to automate workflows and gain cost efficiencies
27103Murphy2025-03-23
Training Soft Skills in Data Science with Real-Life Simulations: A Role-Playing Dual-Chatbot…
A complete LLM project walk-through with code implementation
25813Murphy2025-03-23
Sampling Techniques in Data Analysis
How to choose the right data sampling method for your data
24825Murphy2025-03-23
Navigating Industry-Specific AI: From Transitional Heroes to Long-Term Solutions
Strategies, Insights, and the Evolution of Industry-Specific Large Language Models
27550Murphy2025-03-23
Spatial Data Engineering with Typescript
Establishing data pipelines towards automated spatial data science
24124Murphy2025-03-23
Training an Agent to Master a Simple Game Through Self-Play
Simulate games and predict the outcomes.
27527Murphy2025-03-23
How to Automatically Extract and Label Data Points on a Seaborn KDE Plot
A Kernel Density Estimate plot is a method - similar to a histogram - for visualizing the distribution of data points. While a histogram...
23683Murphy2025-03-23
A Guide to Real-World Data Collection for Machine Learning
5 Actionable Strategies to Optimize Your Data Collection Process
21291Murphy2025-03-23
Developing an Elo Based, Data-Driven Rating System for 2v2 Multiplayer Games
Putting the math on the table: from algorithms to foosball madness, the quest for the ultimate office champion.
26414Murphy2025-03-23
Monitoring Machine Learning Models in Production: Why and How?
How our model is impacted in the evolving world? An analysis focusing on drift examples, and implementing Python-based monitoring...
23265Murphy2025-03-23
Introduction to PCA in Python with Sklearn, Pandas, and Matplotlib
Learn the intuition behind PCA in Python and Sklearn by transforming a multidimensional dataset into an arbitrary number of dimensions and...
28549Murphy2025-03-23
Power of Context in Data-Driven Storytelling
Start it right or abandon it right away
29884Murphy2025-03-23
Simulation 106: Modeling Information Diffusion and Social Contagion with Networks
Social media has completely revolutionized the information landscape. We are more connected to each other than we have every been in human history. News stories can reach us in an instant and ideas spread across the globe in days, but how does this work?
27818Murphy2025-03-23
Data Science Better Practices, Part 1 – Test Your Queries
How to increase the correctness and stability of our code, better manage our models, and improve teamwork
24174Murphy2025-03-23
Environmental Data Science: An Introduction
Examples, challenges, and perspectives for working with environmental data
24034Murphy2025-03-23
Decoding Tasks in Generative AI: The Building Blocks of Intelligent Systems
Part 1 of my Series on Generative AI for Large Enterprises: From Governance to Aggregating APIs.
23096Murphy2025-03-23

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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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