📌 NER in Czech Documents with XLM-RoBERTa using Accelerate

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-12 | ⏱️ Read time: 10 min read

Decisions I made during the development of a document processing model that was successfully deployed

📌 Decoding One-Hot Encoding: A Beginner’s Guide to Categorical Data

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-11 | ⏱️ Read time: 6 min read

Learning to transform categorical data into a format that a machine learning model can understand

📌 Bessel’s Correction: Why Do We Divide by n−1 Instead of n in Sample Variance?

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-11 | ⏱️ Read time: 9 min read

Understanding the Unbiased Estimation of Population Variance

📌 Why ETL-Zero? Understanding the shift in Data Integration

🗂 Category:

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

When I was preparing for the Salesforce Data Cloud certification, I came across the term…

📌 Detecting Anomalies in Social Media Volume Time Series

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-11 | ⏱️ Read time: 6 min read

How I detect anomalies in social Media volumes: A Residual-Based Approach

📌 Calibrating Marketing Mix Models In Python

🗂 Category: DATA SCIENCE

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

Part 2 of a hands-on guide to help you master MMM in pymc

📌 Advanced Time Series Forecasting With sktime

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-11 | ⏱️ Read time: 9 min read

Learn how to optimize model hyperparameters and even the architecture in a few lines of…

📌 My Medium Journey as a Data Scientist: 6 Months, 18 Articles, and 3,000 Followers

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-11 | ⏱️ Read time: 10 min read

Real numbers, earnings, and data-driven growth strategy for Medium writers

📌 AdaBoost Classifier, Explained: A Visual Guide with Code Examples

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-10 | ⏱️ Read time: 15 min read

Putting the weight where weak learners need it most

📌 Jointly learning rewards and policies: an iterative Inverse Reinforcement Learning framework with…

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-10 | ⏱️ Read time: 13 min read

A novel tractable and interpretable algorithm to learn from expert demonstrations

📌 Solving the classic Betting on the World Series problem using hill climbing

🗂 Category:

🕒 Date: 2024-11-10 | ⏱️ Read time: 18 min read

A simple example of hill climbing – and solving a problem that’s difficult to solve…

📌 Creating Dynamic Pivots on Snowflake Tables with dbt

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-11-09 | ⏱️ Read time: 6 min read

Leverage dbt and its advanced scripting functionality to generate dynamic pivot tables that adapt to…

📌 Core AI For Any Rummy Variant

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-09 | ⏱️ Read time: 12 min read

Step by Step guide to a Rummy AI

📌 Top Data Science Career Questions, Answered

🗂 Category: CAREER ADVICE

🕒 Date: 2024-11-09 | ⏱️ Read time: 7 min read

I’ve been a data scientist for over 3 years. This is what most people want…

📌 The Statistical Significance Scam

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-09 | ⏱️ Read time: 15 min read

A detailed look into the flaws of science’s favorite tool

📌 Introducing the New Anthropic Token Counting API

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-08 | ⏱️ Read time: 9 min read

Keep a closer eye on your costs when using Claude

📌 Preference Alignment for Everyone!

🗂 Category:

🕒 Date: 2024-11-08 | ⏱️ Read time: 32 min read

Frugal RLHF with multi-adapter PPO on Amazon SageMaker

📌 Reranking Using Huggingface Transformers for Optimizing Retrieval in RAG Pipelines

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-08 | ⏱️ Read time: 9 min read

Understanding when reranking makes a difference

📌 Predicting Every Election Since 1916

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-08 | ⏱️ Read time: 10 min read

How “election pundit predictions” betray a misunderstanding of probability

📌 Vision Transformer with BatchNorm: Optimizing the depth

🗂 Category: DEEP LEARNING

🕒 Date: 2024-11-08 | ⏱️ Read time: 16 min read

How integrating BatchNorm in a standard Vision transformer architecture results in faster convergence for a…

📌 A 6-Month Detailed Plan to Build Your Junior Data Science Portfolio

🗂 Category: CAREER ADVICE

🕒 Date: 2024-11-08 | ⏱️ Read time: 13 min read

Step-by-step guide to creating, polishing, and deploying a portfolio that helps you land your first…