hospitalcare-project-report-understandings

REPORT KEYWORDS REFERENCE LIST

##Machine Learning
1. Introduction to ML
2. Supervised learning in ML
4. decision tree algorithm
3. Natural language processing    (book = https://www.pdfdrive.com/natural-language-processing-with-pytorch-build-intelligent-language-applications-using-deep-learning-e188037921.html)  ""4 chapters from the book"
4. NLP - Word level analysis
(https://www.tutorialspoint.com/natural_language_processing/natural_language_processing_word_level_analysis.htm)
5. NLP - Syntactic analysis (https://www.tutorialspoint.com/natural_language_processing/natural_language_processing_syntactic_analysis.htm)
6. NLP - Semantic analysis (https://www.tutorialspoint.com/natural_language_processing/natural_language_processing_semantic_analysis.htm)
  ### add these three pages after chapter 2 of the book
7. NLTK Python library (https://www.nltk.org/) #have to write about tokenization, stemming and parsing)


## Infermedica Symptoms checker
1. Introduction (https://developer.infermedica.com/docs/introduction)
2. Medical content(https://developer.infermedica.com/docs/content)
3. API version 3 (this is the API version used in the project)
4 copy from the documentation till "explain" endpoint(https://developer.infermedica.com/docs/v3/quickstart)(except redflag)
* Quickstart
* Basics
* Medical concepts
* Suggest related concepts
* NLP
* Diagnosis
* Triage
* Specialist recommender
* Rationale
* Explain


## web application
1. framework (https://www.netguru.com/blog/what-is-react-js)
2. https://blog.logrocket.com/mern-stack-tutorial/
3. https://developer.mozilla.org/en-US/docs/Learn/Getting_started_with_the_web/How_the_Web_works
#### topics to be covered from the above links
* How the Web works
* HTML
* CSS
* Javascript
* Web forms
4. working of web application (https://www.indeed.com/career-advice/career-development/what-is-web-application)
#### topics to be covered from the above link
* How does a web application works

##Android
1. kotlin programming language
2. SDK (https://www.geeksforgeeks.org/android-app-development-fundamentals-for-beginners/) android theory


## DATABASE
1. what is database? (https://www.oracle.com/database/what-is-database/)
2. CRUD Operations (https://www.sumologic.com/glossary/crud/)

 MongoDB (https://petamindz.com/connecting-remotely-to-a-mongo-database-on-a-vps/)
write something about the MongoDB database and its crud operations
reference link (https://www.ccs.neu.edu/home/kathleen/classes/cs3200/20-NoSQLMongoDB.pdf)

caution: Don't copy the ppt slide as exact. write down the material in it into the proper sentenced format and use graphs and images if needed.


##SERVER
basic theory (https://www.computerhope.com/jargon/s/server.htm)
1. digital ocean sever (https://www.digitalocean.com/community/tutorials/initial-server-setup-with-ubuntu-20-04)
2. sever specification
* 1GB RAM
* 25 GB STORAGE
* Ubuntu based
3. reverse proxy (https://stackoverflow.com/questions/51858725/nginx-proxy-pass-to-https)

##TOOLS AND RESOURCES USED IN THE PROJECT
= write the tool mentioned in the synopsis and search it on the web.


## working and deployment of the whole project: