Library

Find Journals

❱❱❱  Elsevier
❱❱❱  Springer

Databases

❱❱❱  Course on Database Modeling and Design (by Carlo Batini)
❱❱❱  SQL Tutorial (W3 Schools)
❱❱❱  SQL Cheat Sheet (cheat-sheets.org)

Knowledge Representation & Clinical Embeddings

❱❱❱  Recent Advances in Representation Learning for Electronic Health Records: A Systematic Review
❱❱❱  A knowledge graph computational framework for drug repurposing
❱❱❱  mOWL: Python library for machine learning with biomedical ontologies

Artificial Intelligence & Machine Learning

❱❱❱  An Introduction to Artificial Intelligence
❱❱❱  Understanding Machine Learning: From Theory to Algorithms [PDF]
❱❱❱  The Big Book of Machine Learning Use Cases
❱❱❱  Machine Learning Algorithms with Python
❱❱❱  The Mathematical Engineering of Deep Learning
❱❱❱  Building a Predictive Model using Python Framework
❱❱❱  Kaggle Learn Guides
❱❱❱  A series of code examples for all sorts of machine learning tasks and applications
❱❱❱  A quick recipe to learn all about Transformers
❱❱❱  AI Researchers Portal - National Artificial Intelligence Initiative
❱❱❱  Kaggle Learn Guides

Information Extraction

❱❱❱  Information Extraction on Clinical Domain: Temporal Expressions, Events, and Temporal Relations (Master's Thesis by Alejandro S├ínchez de Castro Fern├índez)

Natural Language Processing (NLP)

❱❱❱  A Complete Guide to Natural Language Processing
❱❱❱  Text Analytics
❱❱❱  Survey of NLP in Pharmacology

Data Science

❱❱❱  Algorithms for Decision Making
❱❱❱  Free Python Programming Book
❱❱❱  Free 2,900-page Manual about Pandas
❱❱❱  PANEL: A high-level app and dashboarding solution for Python
❱❱❱  Cheat Sheets for Machine Learning and Data Science

Statistics

❱❱❱  Introduction to Probability
❱❱❱  Introduction to Probability for Data Science

Cheat Sheets

❱❱❱  Linux
❱❱❱  All Cheat Sheets in One Page