📌 Running a SOTA 7B Parameter Embedding Model on a Single GPU

🗂 Category:

🕒 Date: 2024-08-09 | ⏱️ Read time: 19 min read

In this post I will explain how to run a state-of-the-art 7B parameter LLM based…

📌 Improving Code Quality During Data Transformation with Polars

🗂 Category:

🕒 Date: 2024-08-09 | ⏱️ Read time: 6 min read

Optimize your data workflows with Polars by improving code quality and refining transformations with these…

📌 Structured Outputs and How to Use Them

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-09 | ⏱️ Read time: 5 min read

Building robustness and determinism in LLM applications

📌 Pre-Commit & Git Hooks: Automate High Code Quality

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-09 | ⏱️ Read time: 6 min read

How to improve your code quality with pre-commit and git hooks

📌 KernelSHAP can be misleading with correlated predictors

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-09 | ⏱️ Read time: 7 min read

A concrete case study

📌 AI for the Absolute Novice – Intuitively and Exhaustively Explained

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-09 | ⏱️ Read time: 40 min read

From “I’ve never coded” to making an AI model from scratch.

📌 LLMOps – Serve a Llama-3 model with BentoML

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-09 | ⏱️ Read time: 5 min read

Quickly set up LLM APIs with BentoML and Runpod

📌 We Need to Raise the Bar for AI Product Managers

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-09 | ⏱️ Read time: 10 min read

How to Stop Blaming the ‘Model’ and Start Building Successful AI Products

📌 Create Stronger Decision Trees with bootstrapping and genetic algorithms

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-09 | ⏱️ Read time: 31 min read

A technique to better allow decision trees to be used as interpretable models

📌 Ask Not What AI Can Do for You – Ask What You Can Achieve with AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-08 | ⏱️ Read time: 11 min read

Unlock AI for Everyone: Discover How You Can Use LLMs in Everyday Tasks

📌 3 Key Tweaks That Will Make Your Matplotlib Charts Publication Ready

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-08 | ⏱️ Read time: 4 min read

Matplotlib charts are an eyesore by default – here’s what to do about it.

📌 The Big Questions Shaping AI Today

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-08 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features

📌 5 Proven Query Translation Techniques To Boost Your RAG Performance

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-08 | ⏱️ Read time: 11 min read

How to get near-perfect LLM performance even with ambiguous user inputs

📌 How to Use Machine Learning to Inform Design Decisions and Make Predictions

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-08 | ⏱️ Read time: 15 min read

An Introductory Guide and Use Case for Applied Data Science

📌 Spatial Interpolation in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-08 | ⏱️ Read time: 4 min read

Using the Inverse Distance Weighting method to infer missing spatial data

📌 Reinforcement Learning, Part 6: n-step Bootstrapping

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-07 | ⏱️ Read time: 7 min read

Pushing the boundaries: generalizing temporal difference algorithms

📌 AI Shapeshifters: The Changing Role of the AI Engineer and Applied Data Scientist

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-07 | ⏱️ Read time: 5 min read

The role of AI Engineer and Applied Data Scientist has undergone a remarkable transformation. Where…

📌 Short and Sweet: Enhancing LLM Performance with Constrained Chain-of-Thought

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-07 | ⏱️ Read time: 10 min read

Sometimes few words are enough: reducing output length for increasing accuracy

📌 High-Performance Data Processing: pandas 2 vs. Polars, a vCPU Perspective

🗂 Category:

🕒 Date: 2024-08-07 | ⏱️ Read time: 8 min read

Polars promises its multithreading capabilities outperform pandas. But is it also the case with a…

📌 Strategizing Your Preparation for Machine Learning Interviews

🗂 Category: CAREER ADVICE

🕒 Date: 2024-08-07 | ⏱️ Read time: 10 min read

Decoding Job Roles and identify focus areas