Notes

What is DP? What is privacy in first place? What do we refer to privacy in ML? What is the main difference between: PCA and PCA DP? Same with SGD vs SGD DP? Why do we need DP? What are the problems in Machine Learning in terms of privacy? How to quantify privacy? Loss of ... Read More

Heads and Tails Analogue Laplace Distribution Apple, Google using DP. https://privacytools.seas.harvard.edu/differential-privacy https://www.labelia.org/en/blog/the-nuts-and-bolts-of-differential-privacy-part1https://towardsdatascience.com/a-differential-privacy-example-for-beginners-ef3c23f69401/ References:

$pdflatex = “latexdiff –graphics-markup=0 backup.tex main.tex > main-d.tex; pdflatex %O main-d”

2. If this is the first time, then Create an Organization (Default Organization may be present). 3. If creating organization, choose MongoDB Atlas. 3. Create project. 4. Then, Create cluster. 5. Choose the Free Option, provide, select options, then click Create Deployment. 6. Then, you need to Connect to Cluster0 and click Create Database User. ... Read More

https://au.mathworks.com/help/matlab/call-python-libraries.html

https://docs.docker.com/guides/python/containerize

Create Django Project first: https://docs.djangoproject.com/en/5.2/intro/tutorial01 References: https://code.visualstudio.com/docs/containers/quickstart-python

https://docs.djangoproject.com/en/5.2/intro/install django-admin startproject myproject cd myproject python manage.py runserver python manage.py startapp testapp Add this to views.py file: