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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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Scheduling Languages: Evolution, Present State, and Future Directions

Scheduling Languages: Evolution, Present State, and Future Directions

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4 min read
LLM-Powered Coding: Demystifying AI Agents for Software Engineering

LLM-Powered Coding: Demystifying AI Agents for Software Engineering

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4 min read
Phoneme Fine-Tuning Boosts Speech AI: Simple Technique Unlocks Language Model Potential

Phoneme Fine-Tuning Boosts Speech AI: Simple Technique Unlocks Language Model Potential

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3 min read
Chain-of-Thought overthinking? When intuition trumps systematic reasoning, step-by-step AI struggles

Chain-of-Thought overthinking? When intuition trumps systematic reasoning, step-by-step AI struggles

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4 min read
LLMs Know More Than They Show: Intrinsic Representation of Hallucinations Revealed

LLMs Know More Than They Show: Intrinsic Representation of Hallucinations Revealed

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3 min read
Watermarking Protects Language Models from Misuse and Extraction Attacks

Watermarking Protects Language Models from Misuse and Extraction Attacks

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3 min read
AI Hallucinates Missing Image Details for Better Compression

AI Hallucinates Missing Image Details for Better Compression

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4 min read
Why Rule-based WAFs Can be Easily Bypassed and What is Semantic Analysis Algorithm

Why Rule-based WAFs Can be Easily Bypassed and What is Semantic Analysis Algorithm

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4 min read
New Dataset Enables AI to Generate More Natural Human Movements in Videos

New Dataset Enables AI to Generate More Natural Human Movements in Videos

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1 min read
Building ErgoVision: A Developer's Journey in AI Safety

Building ErgoVision: A Developer's Journey in AI Safety

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2 min read
Exploring Machine Learning for Credit Card Fraud Detection

Exploring Machine Learning for Credit Card Fraud Detection

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5 min read
NeurIPS 2024 - What Matters When Building Vision Language Models 01:19

NeurIPS 2024 - What Matters When Building Vision Language Models

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1 min read
Computer Vision Meetup: Do It Yourself LLMs 46:17

Computer Vision Meetup: Do It Yourself LLMs

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1 min read
AI Engineer's Tool Review: Haystack

AI Engineer's Tool Review: Haystack

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1 min read
Generative AI vs. Discriminative AI: A Complete Guide to These Two AI Powerhouses

Generative AI vs. Discriminative AI: A Complete Guide to These Two AI Powerhouses

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3 min read
New AI Model Uses Document Screenshots to Revolutionize Search Across Text and Images

New AI Model Uses Document Screenshots to Revolutionize Search Across Text and Images

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1 min read
AI Engineer's Tool Review: Fireworks AI

AI Engineer's Tool Review: Fireworks AI

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1 min read
Logical Chains for Faithful Knowledge-Graph Reasoning

Logical Chains for Faithful Knowledge-Graph Reasoning

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4 min read
Transformer model scales weather forecasting skill with minimal architecture changes

Transformer model scales weather forecasting skill with minimal architecture changes

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3 min read
Uncovering Bias in AI: Detecting Hidden Prejudices in Large Language Models

Uncovering Bias in AI: Detecting Hidden Prejudices in Large Language Models

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4 min read
LLMs Powering Smart Expert Systems: Text Classification Breakthrough

LLMs Powering Smart Expert Systems: Text Classification Breakthrough

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4 min read
Expert Specialists Excel at Memorization While Generalists Reason Better

Expert Specialists Excel at Memorization While Generalists Reason Better

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3 min read
Impressions from Machine Learning Conference – Munich, June 2023

Impressions from Machine Learning Conference – Munich, June 2023

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15 min read
Deploying a complete machine learning fraud detection solution using Amazon SageMaker

Deploying a complete machine learning fraud detection solution using Amazon SageMaker

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5 min read
From Human to Machine

From Human to Machine

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5 min read
Understanding Supervised Learning: The Basics of Linear Regression

Understanding Supervised Learning: The Basics of Linear Regression

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4 min read
Simplifying Reinforcement Learning Terminologies - AWS DeepRacer Edition

Simplifying Reinforcement Learning Terminologies - AWS DeepRacer Edition

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4 min read
Unlocking Search Relevance: Large Language Models Power Pinterest Discovery

Unlocking Search Relevance: Large Language Models Power Pinterest Discovery

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5 min read
Breakthrough in AI Memory: Endowing Language Models with Human-like Episodic Recall

Breakthrough in AI Memory: Endowing Language Models with Human-like Episodic Recall

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4 min read
AI Engineer's Tool Review: Helicone

AI Engineer's Tool Review: Helicone

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1 min read
How to Use KitOps with MLflow

How to Use KitOps with MLflow

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6 min read
Recapping ECCV 2024 Redux: Day 1

Recapping ECCV 2024 Redux: Day 1

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5 min read
Breaking Memory Limits: Supercharge Contrastive Learning with Near Infinite Batch Sizes

Breaking Memory Limits: Supercharge Contrastive Learning with Near Infinite Batch Sizes

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3 min read
Post-training layer scaling technique LiNeS prevents forgetting, enhances model merging

Post-training layer scaling technique LiNeS prevents forgetting, enhances model merging

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4 min read
Fiber Optic Bundles Miniaturize Vision-Based Tactile Sensors for Compact Robotics

Fiber Optic Bundles Miniaturize Vision-Based Tactile Sensors for Compact Robotics

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3 min read
Uncovering AI Hacking Tactics: New Honeypot Monitors Large Language Model Threats

Uncovering AI Hacking Tactics: New Honeypot Monitors Large Language Model Threats

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3 min read
AI Engineer's Tool Review: Bolt.new

AI Engineer's Tool Review: Bolt.new

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1 min read
The Transformative Role of AI in Ridesharing Security

The Transformative Role of AI in Ridesharing Security

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3 min read
A New Blog Series: Python for AI Basics

A New Blog Series: Python for AI Basics

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1 min read
AI Engineer's Tool Review: Arize

AI Engineer's Tool Review: Arize

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1 min read
New Algorithm Discovers Multiple Optimal Solutions for Complex Optimization Problems

New Algorithm Discovers Multiple Optimal Solutions for Complex Optimization Problems

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3 min read
Harnessing AI for Healthcare: A Primer on Leveraging Language Models

Harnessing AI for Healthcare: A Primer on Leveraging Language Models

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4 min read
ARC, Neuro-Symbolic AI, Intermediate Language | Road to AGI | Recap 01

ARC, Neuro-Symbolic AI, Intermediate Language | Road to AGI | Recap 01

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5 min read
Building Secure RAG Applications with Go: An Introduction to GoRag

Building Secure RAG Applications with Go: An Introduction to GoRag

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3 min read
Hacktoberfest Conclusion: Hugging Face Finale!

Hacktoberfest Conclusion: Hugging Face Finale!

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3 min read
How to Build your very own Google's NotebookLM

How to Build your very own Google's NotebookLM

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5 min read
How Digital Onboarding KYC is Transforming Identity Verification

How Digital Onboarding KYC is Transforming Identity Verification

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2 min read
Understanding the Evolution of Word Representation: Static vs. Dynamic Embeddings

Understanding the Evolution of Word Representation: Static vs. Dynamic Embeddings

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2 min read
Efficient 3D Point Cloud Compression with Bits-Back Deep Coding

Efficient 3D Point Cloud Compression with Bits-Back Deep Coding

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3 min read
Program Transformers with ALTA: Compiling Algorithms to Model Weights

Program Transformers with ALTA: Compiling Algorithms to Model Weights

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4 min read
Synthetic Data's Risks & Rewards: Managing Model Collapse in Self-Generating AI

Synthetic Data's Risks & Rewards: Managing Model Collapse in Self-Generating AI

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3 min read
Machine Learning in Cloud-Based Cybersecurity Automation

Machine Learning in Cloud-Based Cybersecurity Automation

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3 min read
Optimizing Machine Learning Models: Comparing Grid Search, Randomized Search, and Optuna

Optimizing Machine Learning Models: Comparing Grid Search, Randomized Search, and Optuna

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7 min read
Unifying or Separating Endpoints in Generative AI Applications on AWS

Unifying or Separating Endpoints in Generative AI Applications on AWS

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3 min read
Eye-Controlled AI Creates Custom Images: New Tech Lets You Generate Art Just By Looking

Eye-Controlled AI Creates Custom Images: New Tech Lets You Generate Art Just By Looking

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1 min read
From Web Developer to Machine Learning Engineer: A Transformational Journey to Boost Your Career

From Web Developer to Machine Learning Engineer: A Transformational Journey to Boost Your Career

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4 min read
Eye Blinking and Lip Sync for Animal Images Using AI in Python

Eye Blinking and Lip Sync for Animal Images Using AI in Python

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1 min read
Edge Computing and Large Language Models (LLMs): What’s the Connection?

Edge Computing and Large Language Models (LLMs): What’s the Connection?

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8 min read
LLM Reasoning Tested via 3-SAT Phase Transitions: Insights into Strengths and Limitations

LLM Reasoning Tested via 3-SAT Phase Transitions: Insights into Strengths and Limitations

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4 min read
Extracting Sensitive Data via Remote Timing Attacks on Efficient Language Models

Extracting Sensitive Data via Remote Timing Attacks on Efficient Language Models

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4 min read
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