📌 Model Calibration, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category:

🕒 Date: 2025-01-10 | ⏱️ Read time: 14 min read

When all models have similar accuracy, now what?

📌 Sustainable Business Strategy with Data Analytics

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-10 | ⏱️ Read time: 13 min read

Use data analytics to help companies design and implement strategic sustainability roadmaps to reduce their…

📌 Linearizing Llama

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-01-10 | ⏱️ Read time: 12 min read

Speeding Up Llama: A Hybrid Approach to Attention Mechanisms

📌 Mastering Transparent Images: Adding a Background Layer

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-10 | ⏱️ Read time: 6 min read

How to Process Images with an Alpha Channel using OpenCV + Python

📌 What to Do If the Logit Decision Boundary Fails?

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-09 | ⏱️ Read time: 6 min read

Feature engineering for classification models using Bayesian Machine Learning

📌 How to Run Jupyter Notebooks and Generate HTML Reports with Python Scripts

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-09 | ⏱️ Read time: 13 min read

A step-by-step guide to automating Jupyter Notebook execution and report generation using Python

📌 Data-Driven Decision Making with Sentiment Analysis in R

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2025-01-21 | ⏱️ Read time: 15 min read

Leveraging the Quanteda, Textstem and Sentimentr Packages to Extract Customer Insights and Enhance Business Strategy

📌 Understanding the Evolution of ChatGPT: Part 3- Insights from Codex and InstructGPT

🗂 Category: CHATGPT

🕒 Date: 2025-01-21 | ⏱️ Read time: 22 min read

Mastering the art of fine-tuning: Learnings for training your own LLMs.

📌 Learn to Build Advanced AI Image Applications

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-21 | ⏱️ Read time: 25 min read

By building an interior designer in ComfyUI

📌 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