DeepGuide for DeepSeek

Data Engineering Interview Questions
Tips to prepare for a job interview
20478Murphy2025-03-22
What Role Should AI Play in Healthcare?
What Role Should AI Play in Healthcare? Some of you may know that I am a sociologist by training – to be exact, I studied medical sociology in graduate school. This means I focused on how people and groups interact with illness, medicine, healthcare
26100Murphy2025-03-22
Voronoi Grids: A Practical Application
Mapping school zones in Melbourne, Australia
27055Murphy2025-03-22
Philosophy and Data Science – Thinking Deeply About Data
Part 2: Epistemology
20457Murphy2025-03-22
Avoid Overfitting in Neural Networks: a Deep Dive
Learn how to implement regularization techniques to boost performances and prevent Neural Network overfitting.
25462Murphy2025-03-22
Going the Next Step with Stock Measures in DAX
Introduction Stock calculations are commonly used when data cannot be aggregated over time. For example, summing up my bank account balance over time would be a bad idea. It would be a good idea for me, but not my bank. Currently, I am working on a client
27526Murphy2025-03-22
Large Language Models: DeBERTa – Decoding-Enhanced BERT with Disentangled Attention
Exploring the advanced version of the attention mechanism in Transformers
25863Murphy2025-03-22
PyTorch Introduction -Tensors and Tensor Calculations
Learn about Tensors and how to use them in one of the most famous machine learning libraries, pytorch
29054Murphy2025-03-22
Courage to Learn ML: Demystifying L1 & L2 Regularization (part 3)
Why L0.5, L3, and L4 Regularizations Are Uncommon
21061Murphy2025-03-22
Knowledge Graphs, Hardware Choices, Python Workflows, and Other November Must-Reads
The stories that resonated the most with our community in the past month
23414Murphy2025-03-22
5 Code Optimization Techniques To Speed Up Your Programs
Make your code more efficient and professional with these language-agnostic methods
27064Murphy2025-03-22
Good engineers, bad engineers, and evil engineers – an anecdote for data leaders
My golden rules to classify engineers in all fields, including data
29459Murphy2025-03-22
Google Foobar Challenge: Level 3
Exploring binary numbers, dynamic programming, and Markov chains
28282Murphy2025-03-22
dbt Core, Snowflake, and GitHub Actions: pet project for Data Engineers
Pet Project for Data/Analytics Engineers: Explore Modern Data Stack Tools - dbt Core, Snowflake, Fivetran, GitHub Actions.
28437Murphy2025-03-22
Charting the Final Frontier: Completing the #30DayMapChallenge Odyssey
From Urban Collisions to Global Connections: Unveiling the Full Spectrum of Geo-Visual Storytelling with Observable Plot
20570Murphy2025-03-22
My Fourth Week of the #30DayMapChallange
Since 2019, the Geographic Information System (GIS) and spatial analytics community have been quite busy each November – thanks to a fun challenge called the #30DayMapChallange. Each year, this challenge has a thematic schedule, proposing a topic th
24417Murphy2025-03-22
Complete Guide to Caching in Python
How does caching work, and ways to cache your functions
30073Murphy2025-03-22
Cognitive Biases in Data Science: The Category-Size Bias
DATA BIAS HACKERS Imagine you find yourself in a quaint neighborhood with two bakeries. The first is a small, family-owned bakery, warmly nestled on the corner street. The second, however, is a grand three-story establishment, with a sign that showcases i
26517Murphy2025-03-22
Hands on Sampling Techniques and comparison, in Python
Here's a step-by-step tutorial on how to sample your dataset efficiently using Python
22475Murphy2025-03-22
Achieving Greater Self-Consistency in Large Language Models
Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text. When LLMs are used to evaluate qualities like the correctness, accuracy, or relevance of a piece of text, consistency is paramount. If an
22913Murphy2025-03-22