Kernel Methods

Machine LearningLeave a Comment on Kernel Methods
Solve non-linear problems. Similarity measures between two data points. Moves point to different spaces in different dimensions. eg. Support Vector Machine, K-means Clustering. Work in feature space, not in data space. Encode data into feature space. Convert non-linearity to linear model. Good Resources: https://www.youtube.com/watch?v=uDAAi5aQbMU

Mathematical notations and objects used in describing quantum computers.

Quantum ComputingLeave a Comment on Mathematical notations and objects used in describing quantum computers.
Notes from https://learn.qiskit.org/course/introduction/describing-quantum-computers Amplitudes – Different from classical probability since it also has direction.– Represented by Complex Number State Vectors – Vectors that describe the state of qubits Vector multiplication and addition to representing Superposition

Quantum Computing Notes

QML, Quantum ComputingLeave a Comment on Quantum Computing Notes
Notes from https://learn.qiskit.org/course/introduction/why-quantum-computing \section{Introduction}\subsection{What is Quantum Computing}\subsection{Computer} Needs instructions that should be specific and unambiguous i.e. Algorithms With a set of instructions, the computer takes input information and provides output information. \subsection{Algorithm Complexity} measure the performance of the different algorithms algorithm complexity refers to how resources used by algorithms increase with respect to the size ... Read More

Git Basic Commands

UncategorizedLeave a Comment on Git Basic Commands
First install git: https://git-scm.com/downloads Check git version by git –version git config git ls-remote git branch https://confluence.atlassian.com/bitbucketserver/basic-git-commands-776639767.html git config –global –edit git ls-remote git remote -v git branch newbranch git branch -d branch git branch -D branch git branch -m branch git branch -a gitignoredirectory/*.log git reset git rm -rf –cached . git push -d ... Read More
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