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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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Optimizing Data for Powerful Language Models: A Comprehensive Survey

Optimizing Data for Powerful Language Models: A Comprehensive Survey

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4 min read
AWS Data Lake Best Practices for Machine Learning Feature Engineering

AWS Data Lake Best Practices for Machine Learning Feature Engineering

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7 min read
Tree structure of Machine Learning

Tree structure of Machine Learning

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3 min read
Legibility-Enhancing Prover-Verifier Games for Transparent LLM Outputs

Legibility-Enhancing Prover-Verifier Games for Transparent LLM Outputs

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4 min read
Adaptive Vision Powered by Nested Experts: Efficient Token Routing

Adaptive Vision Powered by Nested Experts: Efficient Token Routing

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4 min read
Tora: Breakthrough Video AI Captures Motion Like Never Before

Tora: Breakthrough Video AI Captures Motion Like Never Before

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3 min read
Deploy Powerful Language AI in Tiny Packages: Compress Large Models Without Losing Performance

Deploy Powerful Language AI in Tiny Packages: Compress Large Models Without Losing Performance

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3 min read
Mathematics for Machine Learning - Day 15

Mathematics for Machine Learning - Day 15

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Breaking Into Data Science: A Comprehensive Guide for Aspiring Data Scientists

Breaking Into Data Science: A Comprehensive Guide for Aspiring Data Scientists

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5 min read
Google I/O Extended 2024 Cape Town

Google I/O Extended 2024 Cape Town

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2 min read
Beginner's Guide to Scikit-Learn (sklearn) 📚

Beginner's Guide to Scikit-Learn (sklearn) 📚

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AI Taxonomy

AI Taxonomy

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Announcing the Data-Centric AI Competition on Hugging Face Spaces 01:10

Announcing the Data-Centric AI Competition on Hugging Face Spaces

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GLiNER Multi-Task: Versatile Lightweight Model for Information Extraction

GLiNER Multi-Task: Versatile Lightweight Model for Information Extraction

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3 min read
Using YOLO with CLIP to improve Retrieval

Using YOLO with CLIP to improve Retrieval

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6 min read
How to Run Llama-3.1🦙 locally in Python using Ollama, LangChain

How to Run Llama-3.1🦙 locally in Python using Ollama, LangChain

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How to Tune and Deploy Your First Small Language Model (sLLM)

How to Tune and Deploy Your First Small Language Model (sLLM)

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How to get started to Machine Learning?

How to get started to Machine Learning?

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Supervised Learning

Supervised Learning

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Handling Missing Values || Feature Engineering || Machine Learning (Part2)

Handling Missing Values || Feature Engineering || Machine Learning (Part2)

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2 min read
Beginner's Guide to Programming Languages for Machine Learning

Beginner's Guide to Programming Languages for Machine Learning

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Unveiling Llama 3: Multilingual, Code-Savvy, Reasoning Foundation Models Excel Like GPT-4

Unveiling Llama 3: Multilingual, Code-Savvy, Reasoning Foundation Models Excel Like GPT-4

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4 min read
LLM Self-Improvement: Meta-Rewarding Approach Aligns Language Models with Desired Goals

LLM Self-Improvement: Meta-Rewarding Approach Aligns Language Models with Desired Goals

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3 min read
Making AI Language Models Efficient: Faster and Cheaper Text Generation

Making AI Language Models Efficient: Faster and Cheaper Text Generation

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3 min read
A Review of Hybrid Search in Milvus

A Review of Hybrid Search in Milvus

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8 min read
Understanding Machine Learning: A Comprehensive Guide

Understanding Machine Learning: A Comprehensive Guide

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2 min read
How ChatGPT and other LLMs work - A 1000 ft view

How ChatGPT and other LLMs work - A 1000 ft view

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Retrieval Augmented Self-Reasoning Language Model Enhances Understanding

Retrieval Augmented Self-Reasoning Language Model Enhances Understanding

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3 min read
Unleashing AI's Creative Power Through Diversity

Unleashing AI's Creative Power Through Diversity

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4 min read
AI Safety Benchmarks and Capability Advancements: Disentangling Real Progress

AI Safety Benchmarks and Capability Advancements: Disentangling Real Progress

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3 min read
From Pixels to World Modeling: Renormalizing Generative Models Learn Compositional Structure

From Pixels to World Modeling: Renormalizing Generative Models Learn Compositional Structure

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AI Limits? Compute Thresholds Aren't a Silver Bullet for Governance

AI Limits? Compute Thresholds Aren't a Silver Bullet for Governance

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LLM Inference on Flash: Efficient Large Model Deployment with Limited Memory

LLM Inference on Flash: Efficient Large Model Deployment with Limited Memory

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4 min read
Next in the Journey: Neuro-Symbolic AI

Next in the Journey: Neuro-Symbolic AI

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Mathematics for Machine Learning - Day 13

Mathematics for Machine Learning - Day 13

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Computer Vision Meetup: Leveraging Pre-trained Text2Image Diffusion Models for Zero-Shot Video Editing 32:30

Computer Vision Meetup: Leveraging Pre-trained Text2Image Diffusion Models for Zero-Shot Video Editing

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1 min read
ASCII Table nima

ASCII Table nima

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3 min read
Segment Anything in a CT Scan with NVIDIA VISTA-3D

Segment Anything in a CT Scan with NVIDIA VISTA-3D

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5 min read
New AI Method Simplifies Fine-Tuning Language Models to Align with Human Preferences

New AI Method Simplifies Fine-Tuning Language Models to Align with Human Preferences

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3 min read
New AI Text Classifier Detects AI-Generated Content with High Accuracy

New AI Text Classifier Detects AI-Generated Content with High Accuracy

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4 min read
Unraveling the Game of Baby Naming: A Mathematical Model

Unraveling the Game of Baby Naming: A Mathematical Model

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3 min read
Fast Multipole Attention: Efficient Transformer for Long Sequences with O(n log n) Complexity

Fast Multipole Attention: Efficient Transformer for Long Sequences with O(n log n) Complexity

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4 min read
Unlearning the Learned: Survey of Machine Unlearning for Generative AI

Unlearning the Learned: Survey of Machine Unlearning for Generative AI

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5 min read
🤖 100 Days of Generative AI - Day 5 - Understanding Inference Parameters in AI Models 🤖

🤖 100 Days of Generative AI - Day 5 - Understanding Inference Parameters in AI Models 🤖

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1 min read
How Machine Learning is Enhancing Risk Assessment for Quick Business Loans

How Machine Learning is Enhancing Risk Assessment for Quick Business Loans

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2 min read
Data Science and Web Development Integration?🤔...

Data Science and Web Development Integration?🤔...

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10 min read
Exploring Generative Adversarial Networks (GANs)

Exploring Generative Adversarial Networks (GANs)

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Top 5 Uses Cases Of Generative AI For Enterprises 00:34

Top 5 Uses Cases Of Generative AI For Enterprises

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AI Creates Immersive Multi-Player Sports Gameplay Sequences

AI Creates Immersive Multi-Player Sports Gameplay Sequences

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3 min read
Unlocking AI Consciousness: Insights from the Evolutionary Human Brain

Unlocking AI Consciousness: Insights from the Evolutionary Human Brain

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4 min read
Reinforcement Learning from Scratch - Part 2 - Deep Q Learning

Reinforcement Learning from Scratch - Part 2 - Deep Q Learning

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13 min read
VQC question

VQC question

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1 min read
Popular Algorithms in Machine Learning Explained

Popular Algorithms in Machine Learning Explained

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11 min read
Word Embeddings

Word Embeddings

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3 min read
🌟 Exciting Machine Learning Journey Ahead! 📊

🌟 Exciting Machine Learning Journey Ahead! 📊

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1 min read
Use Guardrails for safeguarding generative AI applications built using custom or third-party models

Use Guardrails for safeguarding generative AI applications built using custom or third-party models

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8 min read
What is the difference between FP16 and BF16? Here a good explanation for you

What is the difference between FP16 and BF16? Here a good explanation for you

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4 min read
The role of baselines in anomaly detection

The role of baselines in anomaly detection

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9 min read
Assessing Mobile Performance of Large Language Models with MELTing Point Framework

Assessing Mobile Performance of Large Language Models with MELTing Point Framework

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3 min read
🤖 Supervised vs. Unsupervised Learning: A Fun Comparison! 🎉

🤖 Supervised vs. Unsupervised Learning: A Fun Comparison! 🎉

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2 min read
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