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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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The Magical World of Machine Learning at Hogwarts (Part #5)

The Magical World of Machine Learning at Hogwarts (Part #5)

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8 min read
Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne 27:43

Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne

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1 min read
Computer Vision Meetup: Improved Visual Grounding through Self-Consistent Explanations 28:19

Computer Vision Meetup: Improved Visual Grounding through Self-Consistent Explanations

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2 min read
Recapping the AI, Machine Learning and Computer Meetup — June 27, 2024

Recapping the AI, Machine Learning and Computer Meetup — June 27, 2024

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6 min read
Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task

Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task

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4 min read
5 Things You Need to Know About RAG with Examples

5 Things You Need to Know About RAG with Examples

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5 min read
Exploring Design Choices for Building Language-Specific LLMs

Exploring Design Choices for Building Language-Specific LLMs

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3 min read
Connecting the Dots: Evaluating Abstract Reasoning Capabilities of LLMs Using the New York Times Connections Word Game

Connecting the Dots: Evaluating Abstract Reasoning Capabilities of LLMs Using the New York Times Connections Word Game

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4 min read
Deep Learning for Multi-Label Learning: A Comprehensive Survey

Deep Learning for Multi-Label Learning: A Comprehensive Survey

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1 min read
Adam-mini: Use Fewer Learning Rates To Gain More

Adam-mini: Use Fewer Learning Rates To Gain More

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4 min read
Insights into LLM Long-Context Failures: When Transformers Know but Don't Tell

Insights into LLM Long-Context Failures: When Transformers Know but Don't Tell

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4 min read
Understanding Multi-Layer Perceptrons (MLPs)...

Understanding Multi-Layer Perceptrons (MLPs)...

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4 min read
How Generative AI is Changing the Customer Service Experience

How Generative AI is Changing the Customer Service Experience

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3 min read
Using AI with Structured Prompts: A Guide to Enhanced Productivity

Using AI with Structured Prompts: A Guide to Enhanced Productivity

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4 min read
WARP: On the Benefits of Weight Averaged Rewarded Policies

WARP: On the Benefits of Weight Averaged Rewarded Policies

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4 min read
Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data

Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data

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3 min read
RES-Q: Evaluating Code-Editing Large Language Model Systems at the Repository Scale

RES-Q: Evaluating Code-Editing Large Language Model Systems at the Repository Scale

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4 min read
Use AWS Generative AI CDK constructs to speed up app development

Use AWS Generative AI CDK constructs to speed up app development

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5 min read
Flutter liveness: 300% performance enhance

Flutter liveness: 300% performance enhance

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6 min read
Popular Algorithms in Machine Learning Explained

Popular Algorithms in Machine Learning Explained

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11 min read
Datalking #1: So, the machine is learning... How?

Datalking #1: So, the machine is learning... How?

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4 min read
How to Determine API Slow Downs, Part 2

How to Determine API Slow Downs, Part 2

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4 min read
The Magical World of Machine Learning at Hogwarts (Part #4)

The Magical World of Machine Learning at Hogwarts (Part #4)

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6 min read
Python Essentials: A Speedy Introduction

Python Essentials: A Speedy Introduction

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11 min read
Evaluating the World Model Implicit in a Generative Model

Evaluating the World Model Implicit in a Generative Model

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3 min read
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