awesome-kubernetes/docs/ai.md

Artificial Intelligence

1. Introduction
2. Machine Learning
3. Transformers Library
4. LLMOps
5. The MAD (ML/AI/Data) Landscape
6. OpenAI
7. Kubernetes and AI
8. Programming
9. Medical Imaging
10. Computer Vision

Introduction

• ==guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics of AI== 🌟🌟🌟
• ==technologyreview.com: Andrew Ng: Forget about building an AI-first business. Start with a mission== 🌟 An AI pioneer reflects on how companies can use machine learning to transform their operations and solve critical problems.
  • ==technologyreview.es: "Las empresas que empiezan a lo grande con la IA fracasan más"== 🌟 El pionero de la inteligencia artificial Andrew Ng asegura que es más importante tener buenos datos, aunque sean escasos, que muchos, pero mal etiquetados. Cree que todas las empresas deben empezar a pensar en la tecnología con proyectos rápidos, pero pequeños, y escalarlos si resulta que funcionan.
  • cio.com: Make Better AI Infrastructure Decisions: Why Hybrid Cloud is a Solid Fit 🌟 The unique demands of AI workloads drive increasing popularity of pairing on-premises infrastructure with cloud.
• hipertextual.com: Diferencias entre Inteligencia Artificial, Machine Learning y Deep Learning
• businessinsider.es: Los ingenieros de software están aterrorizados ante la posibilidad de ser sustituidos por la IA
• computerhoy.com: ¿Qué es el 'Deep Learning' y por qué se considera una revolución en la inteligencia artificial?
• poloclub.github.io: What is a Convolutional Neural Network?

Machine Learning

• ==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners - A Curriculum==

Transformers Library

• github.com/NielsRogge/Transformers-Tutorials
• aman.ai: Transformers
• aman.ai: Primers • Bidirectional Encoder Representations from Transformers (BERT)
• aman.ai: Primers • Generative Pre-trained Transformer (GPT)

LLMOps

• github.com/tensorchord/Awesome-LLMOps: Awesome LLMOps An awesome & curated list of best LLMOps tools for developers
• valohai.com/blog/llmops/ LLMOps: MLOps for Large Language Models

The MAD (ML/AI/Data) Landscape

• mad.firstmark.com: The MAD (ML/AI/Data) Landscape

OpenAI

• github.com/openai/openai-cookbook: OpenAI Cookbook Examples and guides for using the OpenAI API

Kubernetes and AI

• k8sgpt.ai k8sgpt is a tool for scanning your kubernetes clusters, diagnosing and triaging issues in simple english. It has SRE experience codified into its analyzers and helps to pull out the most relevant information to enrich it with AI.
• collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin

Programming

• xataka.com: https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos

Medical Imaging

• blog.redbrickai.com: F.A.S.T. ⚡️ Meta AI’s Segment Anything for Medical Imaging

Computer Vision

• github.com/SkalskiP/top-cvpr-2023-papers This repository is a curated collection of the most exciting and influential CVPR 2023 papers.