This note is outdated. Please check: A collection of learning resources for the AI world
- Airbnb β Engineering & Data Science β Medium.
- AI Curious β Viet Anh's personal blog, in Vietnamese.
- Colah's blog β personal blog.
- Google's AI Hub -- a platform that lets us centralize our code and knowledge in a way that can step up the pace of deployment and learnings globally, giving us the scale to deliver data-driven marketing excellence.
- Google Codelabs -- Google Developers Codelabs provide a guided, tutorial, hands-on coding experience. Most codelabs will step you through the process of building a small application, or adding a new feature to an existing application. They cover a wide range of topics such as Android Wear, Google Compute Engine, Project Tango, and Google APIs on iOS.
- Math β© Programming β personal blog.
- Ong Xuan Hong β personal blog.
- Sebastian Ruder β personal blog.
- Deep Learning with Python β FranΓ§ois Chollet.
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow β AurΓ©lien GΓ©ron.
- Mapbox β Precise location data and powerful developer tools to change the way we navigate the world.
- Foursquare β the trusted location data.
- OpenStreetMap β a map of the world, created by people like you and free to use under an open license.
- Caffe β deep learning framework.
- D3js β Data-Driven Documents.
- Hydra β A framework for elegantly configuring complex applications. It's Facebook's.
- daft β a Python package that uses matplotlib to render pixel-perfect probabilistic graphical models for publication in a journal or on the internet.
- CSAPS β a Python package for univariate, multivariate and n-dimensional grid data approximation using cubic smoothing splines. The package can be useful in practical engineering tasks for data approximation and smoothing.
πΒ Datasets Collection
- KbQAS (ISWC 2013): Video demo of the knowledge-based Vietnamese question answering system KbQAS.
- PhoBERT (EMNLP 2020 Findings): Pre-trained language models for Vietnamese.
- PhoW2V (2020): Pre-trained Word2Vec syllable- and word-level embeddings for Vietnamese.
- RDRsegmenter (LREC 2018): A fast and accurate Vietnamese word segmenter.
- ViText2SQL (EMNLP 2020 Findings): A dataset for Vietnamese Text2SQL semantic parsing.
- VnCoreNLP (NAACL 2018): A Vietnamese NLP pipeline of word (and sentence) segmentation, POS tagging, named entity recognition and dependency parsing.
- VnDT (NLDB 2014): A Vietnamese dependency treebank.
- VnMarMoT (ALTA 2017): A pre-trained Vietnamese POS tagging model.
- Caffe Model Zoo -- reasearcher share their Caffe models.
- DeepKit -- The collaborative real-time open-source machine learning devtool and training suite: Experiment execution, tracking, and debugging. With server and project management tools.
- Embedding Projector tool from tensorflow.
- Flourish β Data Visualization & Storytelling.
- Foursquare β Put the most trusted, independent location data and technology platform to work for your business.
- Graphviz export
- Download Graphviz here.
- Its online version.
- Teachable Machine -- Train a computer to recognize your own images, sounds, & poses.
- idyll β A toolkit for creating data-driven stories and explorable explanations.
- Mapbox β Maps and location for developers.
- ml5js -- Friendly Machine Learning For The Web.
- nbdev β Create delightful python projects using Jupyter Notebooks.
- Observale β Observable is the magic notebook for exploring data and thinking with code.
- Streamlit β The fastest way to build data apps in Python.
- Replicate β Version control for machine learning.
- TensorBoard -- TensorFlow's visualization toolkit.
- Travis-CI β a hosted continuous integration service used to build and test software projects hosted at GitHub and Bitbucket.
- Vaex β Handle huge dataframe.