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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

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

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

Web Scraping for Machine Learning 2024

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7 min read
Understanding Iterations in Ray RLlib

Understanding Iterations in Ray RLlib

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

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

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

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 🚀

Building a Data Science Crew 🚀

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

Understanding Deep Learning By Building Custom Neural Network With PyTorch

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7 min read
Introduction to Machine Learning with TensorFlow

Introduction to Machine Learning with TensorFlow

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2 min read
Tools & Types of Machine Learning

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

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
Hosting Hugging Face Models on Amazon SageMaker

Hosting Hugging Face Models on Amazon SageMaker

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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
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

Evaluating LLM Models for Production Systems: Methods and Practices

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2 min read
Teeth caries detection using YOLOv8 neural network

Teeth caries detection using YOLOv8 neural network

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

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

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

Understanding Logistic Regression

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5 min read
I Believe AI is Bad, Prove Me Wrong.

I Believe AI is Bad, Prove Me Wrong.

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1 min read
BentoML: The Future of AI Deployment

BentoML: The Future of AI Deployment

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2 min read
Embedding concept

Embedding concept

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1 min read
5 Easy Steps to Successfully Implement MLOps to Your Machine Learning Projects

5 Easy Steps to Successfully Implement MLOps to Your Machine Learning Projects

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4 min read
AI and computer vision: A paradigm shift in facility management

AI and computer vision: A paradigm shift in facility management

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9 min read
Quantum Algorithms on Classical Systems - A potential? | Draining

Quantum Algorithms on Classical Systems - A potential? | Draining

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1 min read
The AI Tech Revolution: Will AI be replacing programmers?

The AI Tech Revolution: Will AI be replacing programmers?

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4 min read
Embedding concept

Embedding concept

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1 min read
The Future of AI and other stories

The Future of AI and other stories

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2 min read
Demystifying Deep Learning: A Beginner's Guide to Neural Networks

Demystifying Deep Learning: A Beginner's Guide to Neural Networks

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2 min read
Python libraries for your DataScience CV in 2024

Python libraries for your DataScience CV in 2024

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4 min read
Using the Ollama API to run LLMs and generate responses locally

Using the Ollama API to run LLMs and generate responses locally

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2 min read
Feature Scaling in ML

Feature Scaling in ML

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2 min read
Electric and Hybrid Vehicle technology PART-2

Electric and Hybrid Vehicle technology PART-2

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4 min read
How to Build an LLM RAG Pipeline with Upstash Vector Database

How to Build an LLM RAG Pipeline with Upstash Vector Database

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11 min read
Prompt Engineering For Developers: A Complete Guide!

Prompt Engineering For Developers: A Complete Guide!

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7 min read
Machine Learning: A Beginner Introduction

Machine Learning: A Beginner Introduction

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3 min read
Understanding Perceptrons Through a Practical Web Example

Understanding Perceptrons Through a Practical Web Example

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3 min read
Fine-Tuning LlaMa 2 on Custom Data!

Fine-Tuning LlaMa 2 on Custom Data!

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6 min read
Battle for AI Dominance: Can Gemini Surpass Chat GPT in the Future?”

Battle for AI Dominance: Can Gemini Surpass Chat GPT in the Future?”

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5 min read
Rust Keyword Extraction: Creating the Co-Occurrence Matrix algorithm from scratch

Rust Keyword Extraction: Creating the Co-Occurrence Matrix algorithm from scratch

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6 min read
Amazon SageMaker Overview

Amazon SageMaker Overview

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1 min read
Memories in ChatGPT: Privacy Implications

Memories in ChatGPT: Privacy Implications

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3 min read
Unlocking the Power of Large Language Models in AI 🧠

Unlocking the Power of Large Language Models in AI 🧠

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2 min read
Building a Neural Network in Rust (From Scratch)

Building a Neural Network in Rust (From Scratch)

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7 min read
Machine-learning life-cycle management using MLflow

Machine-learning life-cycle management using MLflow

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29 min read
Memory in LLM agents

Memory in LLM agents

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14 min read
Machine learning on ryzen 7840hs

Machine learning on ryzen 7840hs

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2 min read
Adversarial Attacks Against Gradientless Models

Adversarial Attacks Against Gradientless Models

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11 min read
Understanding Hallucinations in Large Language Models (LLMs)

Understanding Hallucinations in Large Language Models (LLMs)

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4 min read
Stepping into the World of Machine Learning

Stepping into the World of Machine Learning

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1 min read
Build a Machine Learning Model for Image Classification with Node.js and Hugging Face in Just 3 Lines of Code.

Build a Machine Learning Model for Image Classification with Node.js and Hugging Face in Just 3 Lines of Code.

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2 min read
O que é machine learning?

O que é machine learning?

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3 min read
O que é machine learning?

O que é machine learning?

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3 min read
Best practices for Container Security

Best practices for Container Security

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12 min read
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