📌 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…

📌 Shortest Path Algorithms: How to Use Data to Navigate and Optimize

🗂 Category: DATA SCIENCE

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

An Overview of Dijkstra’s Algorithm and Bellman-Ford Algorithm

📌 Can Generative AI Lead to AI Collapse?

🗂 Category: ARTIFICIAL INTELLIGENCE

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

AI eating its own tail: the risk of model collapse in generative systems

📌 Data Warehouse, Redefined

🗂 Category: DATA ENGINEERING

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

Rethinking data warehousing: Why redefinition is necessary even beyond Modern Data Warehouse (MDW) and Lakehouse…

📌 A Practical Guide to Contrastive Learning

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-30 | ⏱️ Read time: 10 min read

How to build your very first SimSiam model with FashionMNIST

📌 Deploying dbt Projects at Scale on Google Cloud

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-07-29 | ⏱️ Read time: 13 min read

Containerising and running dbt projects with Artifact Registry, Cloud Composer, GitHub Actions and dbt-airflow

📌 How to Stand Out in Your Data Scientist Interview

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-29 | ⏱️ Read time: 9 min read

A tip from my experience hiring Data Scientists, which even seasoned professionals aren’t aware of

📌 Visualizing 3D Spatial Data With Pydeck

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-29 | ⏱️ Read time: 4 min read

How to create building model maps in Python

📌 Stable and fast randomization using hash spaces

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-29 | ⏱️ Read time: 8 min read

Generate consistent assignments on the fly across different implementation environments