Quantum Key Distribution
Quantum Key Distribution (QKD) and Quantum Cryptography (QC) What is Quantum Key Distribution?
ComputingNotes
Quantum Cryptography
Quantum Cryptography: How quantum cryptography works? https://www.nist.gov/cybersecurity/what-quantum-cryptography https://www.nsa.gov/Cybersecurity/Quantum-Key-Distribution-QKD-and-Quantum-Cryptography-QC Resources:
Gradient Descent
Iterative process: Goal of gradient descent: MINIMIZE the cost function (error between predicted and actual value) Requirements: a Learning Rate and the direction where to go. Terms: Types of Gradient Descents: https://www.ibm.com/think/topics/gradient-descent Linear Regression: Gradient Descent (One of the best source)https://developers.google.com/machine-learning/crash-course/linear-regression/gradient-descentMath behind gradient descent: https://sebastianraschka.com/faq/docs/gradient-optimization.html https://www.khanacademy.org/math/multivariable-calculus/applications-of-multivariable-derivatives/optimizing-multivariable-functions/a/what-is-gradient-descent https://www.geeksforgeeks.org/gradient-descent-algorithm-and-its-variants https://en.wikipedia.org/wiki/Gradient_descent
Privacy in ML
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
Differential Privacy
Heads and Tails Analogue Laplace Distribution Apple, Google using DP. References:
Latex Tips
$pdflatex = “latexdiff –graphics-markup=0 backup.tex main.tex > main-d.tex; pdflatex %O main-d”
MongoDB Tutorial
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
Getting started with Ollama
Then, one can chat like this: To run flask application for Ollama: Troubleshootings:1. Check is ollama is running curl http://localhost:11434
Access – Line of Sight analysis in Matlab between objects in Satellite Communication
https://au.mathworks.com/help/aerotbx/ug/matlabshared.satellitescenario.access.html Other hints:
Running python code in Matlab
https://au.mathworks.com/help/matlab/call-python-libraries.html