📌 Semantically Compress Text to Save On LLM Costs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-12-20 | ⏱️ Read time: 9 min read

LLMs are great… if they can fit all of your data.

📌 Introducing Layer Enhanced Classification (LEC)

🗂 Category:

🕒 Date: 2024-12-20 | ⏱️ Read time: 13 min read

A novel approach for lightweight safety classification using pruned language models

📌 From Prototype to Production: Enhancing LLM Accuracy

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 23 min read

Implementing evaluation frameworks to optimize accuracy in real-world applications

📌 Synthetic Control Sample for Before and After A/B Test

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 11 min read

Learn a simple way to use linear regression to create a synthetic control sample for…

📌 Why Sets Are So Useful in Programming

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 8 min read

And how you can use them to boost your code performance

📌 2024 Highlights: The AI and Data Science Articles That Made a Splash

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 7 min read

The stories that resonated the most with our community in the past year

📌 Awesome Plotly with Code Series (Part 6): Dealing with Long Axis Labels

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 10 min read

To rotate or not rotate? To truncate or to not truncate?

📌 Introduction to TensorFlow’s Functional API

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-18 | ⏱️ Read time: 6 min read

Learn what the Functional API is, and how to build complex keras models using it

📌 Classifier-Free Guidance in LLMs Safety – NeurIPS 2024 Challenge Experience

🗂 Category:

🕒 Date: 2024-12-18 | ⏱️ Read time: 7 min read

LLM unlearning without model degradation is achieved through direct training on the replacement data and…

📌 The Algorithm That Made Google Google

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-18 | ⏱️ Read time: 20 min read

How PageRank transformed how we searched the internet, and why it’s still playing an important…

📌 100 Years of (eXplainable) AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-18 | ⏱️ Read time: 25 min read

Reflecting on advances and challenges in deep learning and explainability in the ever-evolving era of…

📌 Roadmap to Becoming a Data Scientist, Part 2: Software Engineering

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-18 | ⏱️ Read time: 14 min read

Coding your road to Data Science: mastering key development skills

📌 Linear Optimisations in Product Analytics

🗂 Category: ANALYTICS

🕒 Date: 2024-12-18 | ⏱️ Read time: 12 min read

Solving the knapsack problem

📌 Will Your Christmas Be White? Ask An AI Weather Model!

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 6 min read

Learn how to visualize AI weather and create your own forecast for the holidays

📌 2024 in Review: What I Got Right, Where I Was Wrong, and Bolder Predictions for 2025

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 9 min read

What I got right (and wrong) about trends in 2024 and daring to make bolder…

📌 The Invisible Bug That Broke My Automation: How OCR Changed The Game

🗂 Category:

🕒 Date: 2024-12-17 | ⏱️ Read time: 9 min read

The evolution of AI in test automation: from locators to generative AI (Part 3)

📌 Four Career-Savers Data Scientists Should Incorporate into Their Work

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 7 min read

You might damage your data science career progress without even realising it – but avoiding…

📌 Epic “Crossover” Between AlphaFold 3 and GPT-4o’s Knowledge of Protein Data Bank Entries

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 15 min read

Exploring how GPT-4o’s knowledge of the Protein Data Bank coupled to systems like AlphaFold 3…

📌 When Averages Lie: Moving Beyond Single-Point Predictions

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 18 min read

The Case for Predicting Full Probability Distributions in Decision-Making

📌 Deep Dive into LlamaIndex Workflow: Event-Driven LLM Architecture

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 17 min read

What I think about the progress and shortcomings after practice

📌 Four Signs It’s Time to Leave Your Data Science Job

🗂 Category: CAREER ADVICE

🕒 Date: 2024-12-17 | ⏱️ Read time: 7 min read

Four tell-tale signs that you should look for another job