Artificial Intelligence

Understanding Junctions (Chains, Forks and Colliders) and the Role they Play in Causal Inference

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Understanding Junctions (Chains, Forks and Colliders) and the Role they Play in Causal Inference

CAT January 31, 2024

Graham Harrison Explaining junctions using correlation, independence and regression to understand their critical importance in causal inference...

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Basics of Reinforcement Learning for LLMs

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Basics of Reinforcement Learning for LLMs

CAT January 31, 2024

Cameron R. Wolfe, Ph.D. Understanding the problem formulation and basic algorithms for RL Continue reading on Towards...

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Don’t Fix Bad Data, Do This Instead

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Don’t Fix Bad Data, Do This Instead

CAT January 30, 2024

Martina Ivaničová People don’t know what they mean when they talk about Data Quality. Continue reading on...

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How to Use Zero-Shot Classification for Sentiment Analysis

8 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

How to Use Zero-Shot Classification for Sentiment Analysis

CAT January 30, 2024

Aminata Kaba Exploring mental well-being insights with zero-shot classification Artwork by Vivian Peng — reposted with permission Sentiment analysis...

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Run LLM inference using Apple Hardware

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Run LLM inference using Apple Hardware

CAT January 30, 2024

Christopher Karg Unlock Apple GPU Power for LLM Inference with MLX Continue reading on Towards Data Science...

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Robust Statistics for Data Scientists Part 1: Resilient Measures of Central Tendency and…

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Robust Statistics for Data Scientists Part 1: Resilient Measures of Central Tendency and…

CAT January 30, 2024

Alessandro Tomassini Building a foundation: understanding and applying robust measures in data analysis Continue reading on Towards...

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Create a Specialist Chatbot with a Modern Toolset: Streamlit, GPT-4 and the Assistants API

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Create a Specialist Chatbot with a Modern Toolset: Streamlit, GPT-4 and the Assistants API

CAT January 30, 2024

Alan Jones With Streamlit’s sophisticated chat interface, a powerful GPT-4 backend and the OpenAI Assistants API, we...

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A Bird’s-Eye View of Linear Algebra: Rank-Nullity and Why Row Rank Equals Column Rank

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

A Bird’s-Eye View of Linear Algebra: Rank-Nullity and Why Row Rank Equals Column Rank

CAT January 30, 2024

Rohit Pandey Why should the number of independent row vectors precisely equal the number of independent column...

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Getting started predicting time series data with Facebook Prophet

9 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Getting started predicting time series data with Facebook Prophet

CAT January 30, 2024

Jonas Dieckmann Getting Started Predicting Time Series Data with Facebook Prophet This article aims to take away the...

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Improving CLIP performance in training-free manner with few-shot examples

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Improving CLIP performance in training-free manner with few-shot examples

CAT January 30, 2024

Alexey Kravets Part 3 — a simple extension to zero-shot classification with Tip-Adapter. Continue reading on Towards Data Science...

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