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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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Elevate Your GitHub README Game
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Elevate Your GitHub README Game

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8 min read
Doubt in Resolving Overfitting and Underfitting

Doubt in Resolving Overfitting and Underfitting

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6 min read
Guide to Building a Campground Search System with Llama2, Streamlit, Folium, and Qdrant
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Guide to Building a Campground Search System with Llama2, Streamlit, Folium, and Qdrant

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11 min read
Web Scraping for Machine Learning 2024
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Web Scraping for Machine Learning 2024

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7 min read
Building A Heart Disease Prediction Model Using Machine Learning
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Building A Heart Disease Prediction Model Using Machine Learning

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6 min read
Making AI more Open and Accessible to Cloud Developers with Gemma on Vertex AI
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Making AI more Open and Accessible to Cloud Developers with Gemma on Vertex AI

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7 min read
How to Build a Semantic Search Engine for Emojis
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How to Build a Semantic Search Engine for Emojis

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15 min read
Machine Learning in Deno: Single Layer Perceptrons

Machine Learning in Deno: Single Layer Perceptrons

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4 min read
Building a Data Science Crew 🚀
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Building a Data Science Crew 🚀

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2 min read
Understanding Deep Learning By Building Custom Neural Network With PyTorch
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Understanding Deep Learning By Building Custom Neural Network With PyTorch

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7 min read
Introduction to Machine Learning with TensorFlow
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Introduction to Machine Learning with TensorFlow

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2 min read
Tools & Types of Machine Learning
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Tools & Types of Machine Learning

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8 min read
📊 Logistic Regression in a Nutshell

📊 Logistic Regression in a Nutshell

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1 min read
Enhance OpenAI Embeddings with Qdrant's Binary Quantization
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Enhance OpenAI Embeddings with Qdrant's Binary Quantization

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8 min read
LoRA: A Breakdown of Low Rank Adaptation for Finetuning Large Models

LoRA: A Breakdown of Low Rank Adaptation for Finetuning Large Models

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2 min read
RAG is Dead. Long Live RAG!
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RAG is Dead. Long Live RAG!

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4 min read
My Journey Learning AI for Songwriting: LSTMs and Taylor Swift

My Journey Learning AI for Songwriting: LSTMs and Taylor Swift

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20 min read
Hosting Hugging Face Models on Amazon SageMaker
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Hosting Hugging Face Models on Amazon SageMaker

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4 min read
Amazon Forecast Overview

Amazon Forecast Overview

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1 min read
How do you know that an LLM-generated response is factually correct? 🤔

How do you know that an LLM-generated response is factually correct? 🤔

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2 min read
Evaluating LLM Models for Production Systems: Methods and Practices
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Evaluating LLM Models for Production Systems: Methods and Practices

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2 min read
Gemini Function Calling

Gemini Function Calling

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1 min read
Unlocking Efficiency: A Beginner's Guide to Data Analytics in Spare Parts Inventory Management
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Unlocking Efficiency: A Beginner's Guide to Data Analytics in Spare Parts Inventory Management

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3 min read
Character vs. Word Tokenization in NLP: Unveiling the Trade-Offs in Model Size, Parameters, and Compute
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Character vs. Word Tokenization in NLP: Unveiling the Trade-Offs in Model Size, Parameters, and Compute

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3 min read
Understanding Logistic Regression
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Understanding Logistic Regression

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5 min read
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