Delta Lake- Keeping it fast and clean
Ever wondered how to improve your Delta tables' performance? Hands-on on how to keep Delta tables fast and clean.- 20843Murphy ≡ DeepGuide
Delta Lake – Automatic Schema Evolution
What happens and what you can/can't do when merging evolutive DataFrames- 24578Murphy ≡ DeepGuide
A New Kind of Engineering
As of writing this (April 2023), frameworks such as langchain [1] are pioneering more and more complex use-cases for LLMs. Recently, software agents augmented with LLM-based reasoning capabilities have started the race towards a human-level of machine int- 24420Murphy ≡ DeepGuide
Engineering has changed forever
"Almost everything we know about good software architecture has to do with making software easy to change." Mary Poppendieck, Software Development Expert and Author In the last 6 months, the foundation of engineering has undergone a dramatic tra- 24497Murphy ≡ DeepGuide
AI Shapeshifters: The Changing Role of the AI Engineer and Applied Data Scientist
The role of AI Engineer and Applied Data Scientist has undergone a remarkable transformation. Where is it heading and how can we prepare?- 20999Murphy ≡ DeepGuide
Data Science Better Practices, Part 2 – Work Together
You can't just throw more data scientists at this model and expect the accuracy to magically increase.- 23392Murphy ≡ DeepGuide
3 Best Practices for Bridging the Gap Between Engineers and Analysts
Assigning code owners, hiring analytics engineers, and creating flywheels- 25021Murphy ≡ DeepGuide
How Do Computers Actually Remember?
A Budding Data Scientist's Introduction to Computer Hardware- 23383Murphy ≡ DeepGuide
Stable and fast randomization using hash spaces
Generate consistent assignments on the fly across different implementation environments- 29473Murphy ≡ DeepGuide
How to Transition from Engineering to Data Science
AI for engineers: experience of an engineering graduate- 24780Murphy ≡ DeepGuide
Scaling Statistics: Incremental Standard Deviation in SQL with dbt
Why scan yesterday's data when you can increment today's?- 26353Murphy ≡ DeepGuide
Designing, Building & Deploying an AI Chat App from Scratch (Part 1)
Microservices Architecture and Local Development- 28298Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag