📌 Skills a Data Scientist Must Have (But a Software Engineer Doesn’t)

🗂 Category: CAREER ADVICE

🕒 Date: 2025-01-21 | ⏱️ Read time: 11 min read

I guided a friend through her career transition to being an ML engineer.

📌 Build your own Annotation Tool for Image Classification in 5 Minutes

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-21 | ⏱️ Read time: 5 min read

How to label an image dataset with OpenCV and Python

📌 Urban Graph Networks

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-21 | ⏱️ Read time: 14 min read

How graph theory can save you hours for your next city trip!

📌 Building a Data Dashboard

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-20 | ⏱️ Read time: 15 min read

Using the streamlit Python library

📌 Why Generative-AI Apps’ Quality Often Sucks and What to Do About It

🗂 Category:

🕒 Date: 2025-01-20 | ⏱️ Read time: 23 min read

How to get from PoCs to tested high-quality applications in production

📌 How Most Organizations Get Data Strategy Wrong – and How to Fix It

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-20 | ⏱️ Read time: 79 min read

Redefining Data Strategy to Drive Competitive Advantage with Data, Analytics and AI

📌 RAG Isn’t Immune to LLM Hallucination

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-20 | ⏱️ Read time: 11 min read

How to measure how much of your RAG’s output is correct

📌 Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-08 | ⏱️ Read time: 19 min read

With the help of an intricate geometric construction, we can prove that instance-wise cost functions…

📌 Linear Programming: Auxiliary Variables

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-08 | ⏱️ Read time: 15 min read

Part 5: Increasing LP flexibility to handle tricky logic

📌 Building Effective Metrics to Describe Users

🗂 Category: ANALYTICS

🕒 Date: 2025-01-08 | ⏱️ Read time: 4 min read

How can numerical user metrics be transformed into a personalized assessment of whether this behavior…

📌 Customizing Your Fine-tuning Code Using HuggingFace’s Transformers Library

🗂 Category:

🕒 Date: 2025-01-08 | ⏱️ Read time: 8 min read

Examples of custom callbacks and custom fine-tuning code from different libraries

📌 How to Securely Connect Microsoft Fabric to Azure Databricks SQL API

🗂 Category: DATA SECURITY

🕒 Date: 2025-01-07 | ⏱️ Read time: 10 min read

Integration architecture focusing on security and access control

📌 Analyzing Health Surveys Made Easy with Functions in R

🗂 Category:

🕒 Date: 2025-01-07 | ⏱️ Read time: 9 min read

Solving the issue of having missing data in the variables for sampling design

📌 How to Create a Customized GenAI Video in 3 Simple Steps

🗂 Category:

🕒 Date: 2025-01-07 | ⏱️ Read time: 15 min read

Put a real-world object into fully AI-generated 4D scenes with minimal effort, so that it…

📌 Airflow Data Intervals: A Deep Dive

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-01-07 | ⏱️ Read time: 10 min read

Building idempotent and re-playable data pipelines

📌 All The SQL a Data Scientist Needs to Know

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-07 | ⏱️ Read time: 12 min read

What you need to know, best practices, and where you can practice your skills

📌 Easy Map Boundary Extraction with GeoPandas

🗂 Category: DATA VISUALIZATION

🕒 Date: 2025-01-07 | ⏱️ Read time: 8 min read

How to visualize country borders with Python

📌 The Build vs. Buy Dilemma for GenAI Applications

🗂 Category: STRATEGY

🕒 Date: 2025-01-07 | ⏱️ Read time: 6 min read

A strategic guide to build vs. buy for GenAI

📌 An Overview of Feature Selection

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-07 | ⏱️ Read time: 28 min read

With a presentation of a rarely used, highly effective method for establishing the predictive power…