Visual Studio: Download, Documentations, Video tutorial on Youtube
Visual Studio Code: Download, Documentations, Video tutorial on Youtube
Code::Blocks: Download, Documentations, Video tutorial on Youtube
Eclipse: Download, Documentations, Video tutorial on Youtube
CodeLite: Download, Documentations, Video tutorial on Youtube
PyCharm: Download, Documentations, Video tutorial on Youtube
Microsoft Azure Cloud: Web-based services, Documentations, Video tutorial on Youtube
Google Cloud Computing: Web-based services, Documentations, Video tutorial on Youtube
Amazon Web Services: Web-based services, Documentations, Video tutorial on Youtube
PostgreSQL: Download, Documentation, Video tutorial on Youtube
Oracle Database: Download, Documentation, Video tutorial on Youtube
MATLAB: Download, Documentations, Video tutorial on Youtube
R: Download (also available via Anaconda), Documentations, Video tutorial on Youtube
Python: Download (also available via Anaconda), Documentations, Video tutorial on Youtube
C++ : available via IDEs such as Visual Studio and Xcode, C++ Shell, Documentations, Video tutorial on Youtube
Shell scripting (for Linux operating system): usually not need extra efforts for installation, Documentations, Video tutorial on Youtube
Batch scripting (for Windows operating system): usually not need extra efforts for installation, Documentations, Video tutorial on Youtube
Docker: Download, Documentations, Video tutorial on Youtube
Atlassian Confluence: Web-based services, Documentations, Video tutorial on Youtube
Atlassian JIRA: Web-based services, Documentations, Video tutorial on Youtube
Perforce: Download, Documentations, Video tutorial on Youtube
GitLab: Download, Documentations, Video tutorial on Youtube
Github: Download, Documentations, Video tutorial on Youtube
Atlassian Bitbucket: Download, Documentations, Video tutorial on Youtube
HuggingFace: Web-based services, Documentations, Video tutorial on Youtube
TensorFlow: Installation, Documentations, Video tutorial on Youtube
Keras: Installation, Documentations, Video tutorial on Youtube
PyTorch: Installation, Documentations, Video tutorial on Youtube
scikit-learn: Installation, Documentations, Video tutorial on Youtube
XGBoost: Installation, Documentations, Video tutorial on Youtube
Scrapy: Installation, Documentations, Video tutorial on Youtube
Beautiful Soup: Installation, Documentations, Video tutorial on Youtube
Requests: Installation, Documentations, Video tutorial on Youtube
NumPy: Installation, Documentations, Video tutorial on Youtube
Pandas: Installation, Documentations, Video tutorial on Youtube
SciPy: Installation, Documentations, Video tutorial on Youtube
Matplotlib: Installation, Documentations, Video tutorial on Youtube
Seaborn:Installation, Documentations, Video tutorial on Youtube
OpenCV: Installation, Documentations, Video tutorial on Youtube
Scikit-image: Installation, Documentations, Video tutorial on Youtube
Pillow: Installation, Documentations, Video tutorial on Youtube
Slicer: Download, Documentations, Video tutorial on Youtube
ITK SNAP: Download, Documentations, Video tutorials on Youtube
ImageJ: Download, Documentations, Video tutorial on Youtube
SimpleITK: Installation, Documentations, Video tutorial on Youtube
NiBabel: Installation, Documentations, Video tutorial on Youtube
Pydicom: Installation, Documentations, Video tutorial on Youtube
pyradiomics: Installation, Documentations, Video tutorial on Youtube
R: Download, Documentations, Video Tutorial on Youtube, Textbook
MedCalc: Installation, Documentations, Video tutorial on Youtube
M. Sestelo. A short course on survival analysis applied to the financial industry. https://bookdown.org/sestelo/sa_financial/, 2017.
R. W. Nahhas. Introduction to regression methods for public health using R. CRC Press, 2024. link
E. Harrison and R. Pius. R for heath data science. Chapman & Hall/CRC, 2021. link
L. Sullivan. Survival analysis. https://sphweb.bumc.bu.edu/otlt/mph-modules/bs/bs704_survival/index.html, 2016.
Oxford – Statistical computing for health care research: link
UF – PHC6050 – Statistical methods for health science: link
UF – Biostatistics open learning textbook: link
Docker: Download, Documentations, Video Tutorial on Youtube
Anaconda: Download, Documentations, Video tutorial on Youtube
Google Colab: Web-based services, Documentations, Video tutorial on Youtube
IBM CPLEX: Download, Documentations, Video tutorial on Youtube
Cloud-based data storage and sharing: Network Drive, Dropbox, OneDrive, Google Drive, Baidu Pan, 360 Yunpan, Box
Instant communications: Slack, Teams, Skype, Cell Phone, Facebook, WeChat
Virtual meetings: Zoom, Teams, DingTalk, Tencent Meeting
Personal schedules: Outlook Calendar, Google Calendar
Internet browsers: Google Chrome, MS Edge, Firefox
Coding assistant: Github Copilot
Encyclopedia: OpenAI ChatGPT, Google Bard
Screenshot tools: Greenshot, Snipping Tool
Text/Slide/Spreadsheet editors: MS Office, WPS Office, Google Workspace
PDF reader: Adobe Reader, Foxit Reader