Data science applications

Business and industry Data science Applications.
See:

• Forecasting
• Classification
• Clustering
• Uplift modelling
• NLP and LLMs

Resources

• Data Science: Usage and Applications | by Hrishikesh Kumar | Medium
• Applications of Data Science - GeeksforGeeks
• 7 Inspiring Examples of Data Science in Business
• Data Science Applications | Codecademy
• The Essential Applications of Data Science for Businesses - SKILLFLOOR

Marketing mix modelling

• Marketing mix modeling - Wikipedia
• [¿Qué es el Media Mix Modeling (MMM)? | Glosario de AppsFlyer](https://www.appsflyer.com/es/glossary/media-mix-modeling/
• Media Mix Models: A Bayesian Approach with PyMC
• #PAPER Bayesian Methods for Media Mix Modeling with Carryover and Shape Effects (2017)

Robotic Process Automation

• Robotic Process Automation (RPA) and Data Science: Enhancing Efficiency in Business Processes | Medium
• RIP to RPA: The Rise of Intelligent Automation | Andreessen Horowitz

Supply Chain Optimization

• 7 Applications of Data Science in Supply Chain

Recommender systems and semantic search

See Recommender systems and semantic search and Uplift modelling

Books

• #BOOK The Big Book of Data Science Use Cases – 2nd Edition (Databricks 2024)
• #BOOK The field guide to DS (Booz Allen Hamilton Inc 2015)
  • https://www.boozallen.com/content/dam/boozallen_site/sig/pdf/publications/2015-field-guide-to-data-science.pdf
  • https://github.com/booz-allen-hamilton/The-Field-Guide-to-Data-Science

Courses

• #COURSE Data Science in Stratified Healthcare and Precision Medicine (Coursera, U Edinburgh)
• #COURSE Big Data Analytics in Healthcare (Udacity, Georgia Tech)

References

• #PAPER Data science applications for predictive maintenance and materials science in context to Industry 4.0 (2021)
• #PAPER Redeeming Data Science by Decision Modelling (2023)