📌 Local LLM Fine-Tuning on Mac (M1 16GB)

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-08-01 | ⏱️ Read time: 9 min read

Beginner-friendly Python code walkthrough (ft. MLX)

📌 SQL Optimization, Data Science Portfolios, and Other July Must-Reads

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-01 | ⏱️ Read time: 4 min read

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

📌 8 Practical Prompt Engineering Tips for Better LLM Apps

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-01 | ⏱️ Read time: 10 min read

How to boost your LLM-native apps with 8 actionable prompt engineering tips for performance, production…

📌 Metrics to Evaluate a Classification Machine Learning Model

🗂 Category:

🕒 Date: 2024-07-31 | ⏱️ Read time: 8 min read

A study case of credit card fraud

📌 Line-By-Line, Let’s Reproduce GPT-2: Section 2 – Hardware Optimization

🗂 Category:

🕒 Date: 2024-07-31 | ⏱️ Read time: 12 min read

This blog post will go line-by-line through the hardware optimizations in Section 2 of Andrej…

📌 Paws, Claws, and Code: 6 Must-Know Python Examples

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-31 | ⏱️ Read time: 13 min read

Celebrating International Cat Day with Python

📌 Will Transformers Revolutionize Time-Series Forecasting?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-31 | ⏱️ Read time: 10 min read

With data from industry, academia, and leading researchers

📌 Why Data Processing Is a Vital Skill for Data Scientists

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-31 | ⏱️ Read time: 4 min read

With pretrained AI models and LLM data analysis on the rise, unique data is the…

📌 Better A/B Testing with Survival Analysis

🗂 Category:

🕒 Date: 2024-07-31 | ⏱️ Read time: 5 min read

When running experiments – don’t forget to bring your survival kit

📌 Handling Feedback Loops in Recommender Systems – Deep Bayesian Bandits

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-07-31 | ⏱️ Read time: 13 min read

Understanding fundamentals of exploration and Deep Bayesian Bandits to tackle feedback loops in recommender systems

📌 The Most Useful Advanced SQL Techniques to Succeed in the Tech Industry

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-31 | ⏱️ Read time: 8 min read

Syntax, use cases and expert tips for mastering advanced SQL

📌 Enhancing E-Commerce with Generative AI – Part 1

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-31 | ⏱️ Read time: 19 min read

From Data to Product Recommendations

📌 Diffusion Loss: Every Step Explained

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-31 | ⏱️ Read time: 19 min read

Paper Review: Denoising Diffusion Probabilistic Model (DDPM)

📌 Using Llama 3 for Building AI Agents

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-07-31 | ⏱️ Read time: 11 min read

Comprehensive guide to building AI Agents with Llama 3 function calling capabilities.

📌 GenAI Is Revolutionizing Search

🗂 Category: SEO

🕒 Date: 2024-07-30 | ⏱️ Read time: 8 min read

And why you and your company should care

📌 Done is Better Than Perfect

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-30 | ⏱️ Read time: 11 min read

How to be more pragmatic as a Data Scientist, and why it matters for your…

📌 Python Poetry – The Best Data Science Dependency Management Tool?

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-30 | ⏱️ Read time: 8 min read

Poetry makes deploying machine learning applications a breeze – learn how!

📌 Introduction to Reinforcement Learning and Solving the Multi-armed Bandit Problem

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-30 | ⏱️ Read time: 13 min read

Dissecting “Reinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode I

📌 Case-Study: Multilingual LLM for Questionnaire Summarization

🗂 Category:

🕒 Date: 2024-07-30 | ⏱️ Read time: 12 min read

An LLM Approach to Summarizing Students’ Responses for course Questionnaires in Hebrew, Arabic and English

📌 How To Log Databricks Workflows with the Elastic (ELK) Stack

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-07-30 | ⏱️ Read time: 9 min read

A practical example of setting up observability for a data pipeline using best practices from…

📌 Spatial Index: R Trees

🗂 Category: DATABASE DESIGN

🕒 Date: 2024-07-30 | ⏱️ Read time: 11 min read

Data-driven structures for spatial indexing If you have been following the Spatial Index Series, it…