DeepGuide for DeepSeek

SQL Optimization, Data Science Portfolios, and Other July Must-Reads
The stories that resonated the most with our community in the past month
24527Murphy2025-03-23
Local LLM Fine-Tuning on Mac (M1 16GB)
Beginner-friendly Python code walkthrough (ft. MLX)
28382Murphy2025-03-23
5 PCA Visualizations You Must Try On Your Next Data Science Project
Which features carry the most weight? How do original features contribute to principal components? These 5 visualization types have the...
25399Murphy2025-03-23
How I Built BeatBuddy: A Web App that Analyzes Your Spotify Data
The story behind BeatBuddy, a web app that analyzes what you're listening to on Spotify
26311Murphy2025-03-23
Introduction to Interpretable Clustering
What is interpretable clustering and why is it important.
21290Murphy2025-03-23
What You Need To Know To Build Large Streamlit Applications With Stripe Subscriptions And Firestore&
The ability to turn ideas into software products is a great skill to learn. In this blog, I will describe what it takes, and how to put the...
20581Murphy2025-03-23
Train/Fine-Tune Segment Anything 2 (SAM 2) in 60 Lines of Code
A step-by-step tutorial for fine-tuning SAM2 for custom segmentation tasks.
26376Murphy2025-03-23
Speeding Up the Vision Transformer with BatchNorm
How integrating Batch Normalization in an encoder-only Transformer architecture can lead to reduced training time and inference time.
29941Murphy2025-03-23
Text Vectorization Demystified: Transforming Language into Data
An intuitive guide to text vectorization
22351Murphy2025-03-23
PySpark Explained: Delta Tables
Learn how to use the building blocks of Delta Lakes.
24471Murphy2025-03-23
How to Dynamically Restrict Data Import in Power Query
When we have a large amount of data, we might ask: Do I really need all this data in my reporting? If no, read this piece to learn more.
29252Murphy2025-03-23
Embracing Simplicity and Composability in Data Engineering
Lessons from 30+ years in data engineering: The overlooked value of keeping it simple
30046Murphy2025-03-23
Scale Your Productivity: Leveraging AWS Gen AI to Summarize Meeting Notes in Seconds
A comprehensive walkthrough on how one can utilize AWS Lambda, Bedrock, and S3 to create a workflow that will summarize a meeting...
21253Murphy2025-03-23
Segment Anything 2: What Is the Secret Sauce? (A Deep Learner's Guide)
Foundation + Promptable + Interactive + Video. How?
29822Murphy2025-03-23
Predicting metadata for Humanitarian datasets with LLMs part 2 – An alternative to fine-tuning
Using LLM prompting for tagging metadata on humanitarian datasets
28463Murphy2025-03-23
Visualising Strava Race Analysis
Two New Graphs That Compare Runners on the Same Event
21203Murphy2025-03-23
Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models
A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Reading Comprehension Tasks
25190Murphy2025-03-23
Create Synthetic Dataset Using Llama 3.1 to Fine-Tune Your LLM
Using the giant Llama 3.1 405B and Nvidia Nemotron 4 reward model to create a synthetic dataset for instruction fine-tuning.
23052Murphy2025-03-23
Productionizing a RAG App with Prefect, Weave, and RAGAS
Adding evaluation, automated data pulling, and other improvements.
29641Murphy2025-03-23
Stop Wasting LLM Tokens
Batching your inputs together can lead to substantial savings without compromising on performance
27227Murphy2025-03-23

< 114 115 116 117 118 >

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.

Recommend

◦ The Docker Compose of ETL: Meerschaum Compose

◦ Visualize a business process through data serialization

◦ An Illusion of Life

◦ Efficient Metric Collection in PyTorch: Avoiding the Performance Pitfalls of TorchMetrics

◦ Extracting Information from Natural Language Using Generative AI

◦ A Requiem for the Transformer?

◦ ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 1)

◦ Log Breadcrumbs: only show Logs leading up to an Error

◦ OCR-Free Document Data Extraction with Transformers (2/2)

◦ An Intuitive Guide to Docker for Data Science

◦ Fine-Tuning BERT for Text Classification

◦ Unlocking Growth: 3 Years at Meta - Transformative Lessons for Work and Life