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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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Unravelling Linearity: My Journey in Regression Modeling
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Unravelling Linearity: My Journey in Regression Modeling

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3 min read
Migrating from AWS SageMaker to GCP Vertex AI: A Training Environment Transition

Migrating from AWS SageMaker to GCP Vertex AI: A Training Environment Transition

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4 min read
DanceTime is back!
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DanceTime is back!

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6 min read
Independence of Errors: A Guide to Validating Linear Regression Assumptions
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Independence of Errors: A Guide to Validating Linear Regression Assumptions

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3 min read
LLMs are secretly good at regression calculations

LLMs are secretly good at regression calculations

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9 min read
Open Source High-Scale Data Pipeline Platform for Enterprise Data, Analytics, and Machine Learning Applications
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Open Source High-Scale Data Pipeline Platform for Enterprise Data, Analytics, and Machine Learning Applications

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2 min read
Lambda Function(Python)

Lambda Function(Python)

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1 min read
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

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4 min read
Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings
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Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings

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4 min read
Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic
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Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic

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4 min read
Increased LLM Vulnerabilities from Fine-tuning and Quantization
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Increased LLM Vulnerabilities from Fine-tuning and Quantization

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4 min read
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples
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From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

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4 min read
The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest

The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest

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4 min read
Impact of Extensions on Browser Performance: An Empirical Study on Google Chrome
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Impact of Extensions on Browser Performance: An Empirical Study on Google Chrome

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3 min read
The Topos of Transformer Networks

The Topos of Transformer Networks

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4 min read
The Use of Generative Search Engines for Knowledge Work and Complex Tasks

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

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3 min read
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
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From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications

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4 min read
94% on CIFAR-10 in 3.29 Seconds on a Single GPU
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94% on CIFAR-10 in 3.29 Seconds on a Single GPU

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3 min read
Let's make money with Amazon Mechanical Turk!
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Let's make money with Amazon Mechanical Turk!

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2 min read
New EC2 Instance Type - Designed For AI / ML Workloads

New EC2 Instance Type - Designed For AI / ML Workloads

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1 min read
FiftyOne Computer Vision Tips and Tricks - April 12, 2024
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FiftyOne Computer Vision Tips and Tricks - April 12, 2024

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4 min read
Optical Character Recognition with PyTesseract
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Optical Character Recognition with PyTesseract

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9 min read
Congrats to the Coze AI Bot Challenge Winners!
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Congrats to the Coze AI Bot Challenge Winners!

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2 min read
Unleashing the basics of Exploratory Data Analysis||EDA

Unleashing the basics of Exploratory Data Analysis||EDA

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4 min read
SonicVisionLM: Playing Sound with Vision Language Models
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SonicVisionLM: Playing Sound with Vision Language Models

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4 min read
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