DeepGuide for DeepSeek

How to Create Hexagon Maps With Matplotlib
Matplotlib Tutorial Let’s make some maps!
27899Murphy2025-03-23
A Gentle Introduction to Deep Reinforcement Learning in JAX
Solving the CartPole environment with DQN in under a second
24817Murphy2025-03-23
Unsupervised Learning Series - Exploring DBScan
Clustering algorithms are one of the most widely used solutions in the data science world, with the most popular ones being grouped into distance-based and density-based approaches. Although often overlooked, density based-clustering methods are interesti
22954Murphy2025-03-23
Data Storytelling with Animated Word Clouds
Introduction An animated word cloud displays absolute frequencies of n-grams (contiguous sequences of text sample items) over time as a sequence of images in a video file. It **** gives greater importance to words that appear more frequently in a source t
29797Murphy2025-03-23
Animating Spatial Movement in Python
How to turn an origin-destination matrix into a mesmerizing animation
24471Murphy2025-03-23
Unlocking Sales Performance Metrics
How to correctly measure sales performance and identify opportunities to enhance sales strategy
21589Murphy2025-03-23
The Most Useful Advanced SQL Techniques to Succeed in the Tech Industry
Syntax, use cases and expert tips for mastering advanced SQL
23298Murphy2025-03-23
Handling Feedback Loops in Recommender Systems – Deep Bayesian Bandits
Understanding fundamentals of exploration and Deep Bayesian Bandits to tackle feedback loops in recommender systems
20472Murphy2025-03-23
Better A/B Testing with Survival Analysis
When running experiments - don't forget to bring your survival kit
29788Murphy2025-03-23
Why Data Processing Is a Vital Skill for Data Scientists
With pretrained AI models and LLM data analysis on the rise, unique data is the only thing that sets you apart
24027Murphy2025-03-23
Economics of Generative AI
What's the business model for generative AI, given what we know today about the technology and the market?
27508Murphy2025-03-23
Will Transformers Revolutionize Time-Series Forecasting?
With data from industry, academia, and leading researchers
27566Murphy2025-03-23
Building a RAG Pipeline with MongoDB: Vector Search for Personalized Movie Picks
Learn how to integrate LLMs and MongoDB for precise, context-aware suggestion systems
23587Murphy2025-03-23
How I Built My First RAG Pipeline
A RAG pipeline to answer all of your recruiters' questions for you!
21208Murphy2025-03-23
The Top 10 Data Lifecycle Problems that Data Engineering Solves
Clear strategies for addressing key pain points
21886Murphy2025-03-23
3 Surprising Use-cases for Branching in Airflow you've not seen before
Introduction How often is it that you’re writing a Data Pipeline and then you wish you could do something contingently? Something that only happens if a set of conditions are satisfied? Hopefully, not that often! Airflow has supported this type of f
29212Murphy2025-03-23
Python Code Playground in MkDocs
Making documentation come to life
27950Murphy2025-03-23
AI Hallucinations: Can Memory Hold the Answer?
Exploring How Memory Mechanisms Can Mitigate Hallucinations in Large Language Models
28830Murphy2025-03-23
ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 1)
Ten Questions to test which AI assistant writes the best SQL
23669Murphy2025-03-23
How We Optimized The Problem Of Global Containers Distribution
Using Linear Programming to optimize a complete container-based supply chain operation across the globe
24544Murphy2025-03-23