Data Science Machine Learning Data Analysis
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Data Science Machine Learning Data Analysis
37.8K subscribers
Data Science Machine Learning Data Analysis
📌 How to Interpret Matrix Expressions – Transformations

🗂 Category:

🕒 Date: 2024-12-04 | ⏱️ Read time: 24 min read

Matrix algebra for a data scientist
410 views
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📌 Step-by-Step Guide for Building Bump Charts in Plotly

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-04 | ⏱️ Read time: 13 min read

Learn how to create custom bump charts in Python using Plotly for data visualization
321 views
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📌 An Introduction to CTEs in SQL

🗂 Category: PROGRAMMING

🕒 Date: 2024-12-04 | ⏱️ Read time: 6 min read

Explore how Common Table Expression (CTE) can help optimize SQL performance and readability
331 views
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📌 Machine Learning Basics I Look for in Data Scientist Interviews

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-04 | ⏱️ Read time: 50 min read

Let’s build our breadth of science together.
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📌 Information at a Glance: Do Your Charts Suck?

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-12-04 | ⏱️ Read time: 9 min read

How pre-attentive processing, Gestalt theory, and visual data encoding inform data design decisions
276 views
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📌 Training Language Models on Google Colab

🗂 Category: DEEP LEARNING

🕒 Date: 2024-12-04 | ⏱️ Read time: 5 min read

A guide to iterative fine-tuning and serialisation
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📌 LLMs for Coding in 2024: Price, Performance, and the Battle for the Best

🗂 Category: CODING

🕒 Date: 2024-12-04 | ⏱️ Read time: 13 min read

Evaluating the current LLM landscape based both benchmarks and real-world insights to help you make…
284 views
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📌 Query Optimization for Mere Humans in PostgreSQL

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-12-03 | ⏱️ Read time: 9 min read

Understanding a PostgreSQL execution plan with practical examples
308 views
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📌 Becoming a Data Scientist: What I Would Do If I Had to Start Over

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-03 | ⏱️ Read time: 12 min read

Breaking into data science: The Good, the Bad, and the Python Bugs
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📌 From Retrieval to Intelligence: Exploring RAG, Agent+RAG, and Evaluation with TruLens

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🕒 Date: 2024-12-03 | ⏱️ Read time: 26 min read

Unlocking the Power of GPT-Generated Private Corpora
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📌 The Cultural Impact of AI Generated Content: Part 1

🗂 Category: GENERATIVE AI

🕒 Date: 2024-12-03 | ⏱️ Read time: 9 min read

What happens when AI generated media becomes ubiquitous in our lives? How does this relate…
268 views
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📌 Should you switch from VSCode to Cursor?

🗂 Category:

🕒 Date: 2024-12-03 | ⏱️ Read time: 8 min read

My experience using VSCode (GitHub Copilot) and Cursor (Claude 3.5 Sonnet) as a Data Scientist.
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📌 The Name That Broke ChatGPT: Who is David Mayer?

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🕒 Date: 2024-12-03 | ⏱️ Read time: 20 min read

When a buddy suggested I try putting the name “David Mayer” into ChatGPT, I didn’t think much…
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📌 The Ten Commandments for (Power BI) Reporting

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🕒 Date: 2024-12-03 | ⏱️ Read time: 12 min read

I have been asked about some basic rules when creating a reporting solution. Here I…
295 views
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📌 Paper Walkthrough: Neural Style Transfer

🗂 Category: DEEP LEARNING

🕒 Date: 2024-12-03 | ⏱️ Read time: 28 min read

Turn your photos into paintings with deep learning – Implementing NST from scratch using PyTorch
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📌 Context-Aided Forecasting: Enhancing Forecasting with Textual Data

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-02 | ⏱️ Read time: 9 min read

A promising alternative approach to improve forecasting
389 views
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📌 How to Build Prompt Engineering Expertise at Your Company

🗂 Category: LEADERSHIP AND MANAGEMENT

🕒 Date: 2024-12-02 | ⏱️ Read time: 9 min read

You decided to employ generative AI at your company and have already conducted initial experiments…
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420 views
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📌 Machine Learning Experiments Done Right

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-02 | ⏱️ Read time: 8 min read

A detailed guideline for designing machine learning experiments that produce reliable, reproducible results.
526 views
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📌 Overcoming Security Challenges in Protecting Shared Generative AI Environments

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-02 | ⏱️ Read time: 15 min read

Ensuring Safe AI on Multi-Tenancy
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