Category: Data Science

Top 11 Dataset về machine learning, data science, AI.

Một số nguồn để tìm dataset về machine learning, data science, AI. Google Datasets:Link : https://datasetsearch.research.google.com/ Papers with Code Datasets.Link : https://paperswithcode.com/datasets Kaggle DatasetLink: https://www.kaggle.com/datasets Big Bag NLP DatasetsLink: https://index.quantumstat.com/#/ […]

Đọc paper sao cho hiệu quả

Đây là bài chia sẻ khá hay mang tựa đề: “How to Read and Understand a Scientific Paper: A Step-by-Step Guide for Non-Scientists”Có nghĩa là làm thế nào để đọc […]

Natural Language Processing RoadMap 2019

nlp-roadmap is Natural Language Processing ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning Natural Language Processing. The roadmap covers the materials from basic probability/statistics to SOTA NLP models. Caution! The relationship among […]

THƯ VIỆN TỰ HỌC DEEP LEARNING NATURAL LANGUAGE PROCESSING (NLP)

General NLP tools/libraries HuggingFace Transformers – State-of-the-art Natural Language Processing for PyTorch and TensorFlow 2.0: https://github.com/huggingface/transformers Stanza – A Python NLP Package for Many Human Languages: https://stanfordnlp.github.io/stanza NLTK – Natural […]

Những quyển sách “gối đầu” trong Machine Learning

05 quyển sách “gối đầu” trong Machine Learning: 1) Pattern Recognition and Machine Learning (2006) – Bishop Link: https://www.microsoft.com/en-us/research/people/cmbishop/prml-book 2) The Elements of Statistical Learning: Data Mining, Inference, and Prediction, […]

Rút ngắn thời gian train model với TPU

Đặt vấn đề Mình thường sử dụng nền tảng Google Colab và Kaggle để tận dụng GPU miễn phí, đây là 2 nền tảng tuyệt vời cho cá nhân hoặc […]

Top 21 Machine Learning Project Ideas for 2020

Machine Learning Project Ideas It is always good to have a practical insight of any technology that you are working on. Though textbooks and other study materials will provide you […]