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Mariam Sood, PhD

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Machine Learning

Deep Learning book
Deep Learning Lectures- Andrew Ng
Machine Learning Lectures- Andrew Ng
Reinforcement Learning Lectures- David Silver
Machine learning mastery
StatQuest
Math@3Blue1Brown
Introduction to statistical learning with R
The R Book
R for data science
Advanced R
Speech and Language Processing
Neural network models for natural language processing
CS224n: Natural Language Processing with Deep Learning
Sebastian Ruder's blog
Deepmind Podcast

Personal

Funded COVID-19 projects: Search tool

Neuroscience

Francis Crick Lecture
Reith Lecture 2003 by Vilayanur.S.Ramachandran
Neuroimaging, evolution of language by Marty Sereno
MRI Physics lectures by Marty Sereno
SFN History of Neuroscience
UCLA advanced neuroimaging training program
Freesurfer course tutorials
SPM course tutorials
practicalfMRI blog
MRI notes by Prof. Sereno
Andy's brain book
Neuroanatomy dissection videos
Marian Diamond Anatomy lectures
Allen brain map
Human genome project
Blue brain project
Human connectome project
Google Deepmind

Computing

Python PEP
Git & Github bootcamp- Udemy
Design Patterns
Foundations of Computer Science
Algorithm notes for professionals
Curated list of programming links

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