KNOWLEDGE
Knowledge
Collections of resources related to data analysis, artificial intelligent, business intelligents and more...
📓 KM
Access my Second Brain Notes 🌐📗 Docs: Cloud
📕 AI ML
| Titles | Details | Links |
|---|---|---|
| madewithml.com | ML resources by topic, curated by the community. | Link |
| Tensorflow Playground | Interactive visualization of neural networks, written in TypeScript using d3.js. | Link |
| Tensorflow Datasets1 (tfds) | Collections of TensorFlow Datasets (Audio, Image, Image classification, Object detection, Question answering, Structured, Summarization, Text, Translate, Video). | Link |
| Tensorflow Datasets2 (tf.data) | Collections of TensorFlow Datasets (). | Link |
| GAN Playground | Interactive visualization of generative adversarial network (GAN). | Link |
| Self-driving cars simulation | Self-driving cars in the browser using reinforcement learning. | Link |
| Deep.js Style Transfer project | Github repository contains an implementation of arbitrary style transfer running fully inside the browser using TensorFlow.js. | Link |
| DeepMind x UCL Lecture | Deep Learning Lectures | Intro to Machine Learning & AI | Link |
📕 Recommendation System
| Titles | Details |
|---|---|
| TensorFlow Recommender | TensorFlow Recommenders is a library for building recommender system models using TensorFlow. [data preparation, model formulation, training, evaluation, and deployment] Link Quickstart Github |
📕 Development Resources
| Titles | Details | Links |
|---|---|---|
| Icon8 | Free icons, photos, vectors, music and tools. | Link |
| Tinypng | Free Image compression. | Link |
| Online Test Environment | Cloud test environment for Ruby on Rails, Node.js, Django, MySQL, WordPress, Java(Tomcat), PHP(LAMP), Laravel, Go, Jupyter notebook... | Link |
| Visual Studio + Repos Git | Tutorial for Visual Studio with Source Control. | Link |