Mariam Sood, PhD

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    Machine Learning

    • Introduction to statistical learning with R

    • Deep Learning

    • The R Book

    • R for data science

    • Advanced R

    • Datascience from scratch with Python

    • Speech and Language Processing

    • Machine Learning Lectures- Andrew Ng

    • Reinforcement Learning Lectures- David Silver

    • Machine learning mastery

    • Neural network models for natural language processing

    • CS224n: Natural Language Processing with Deep Learning

    • Sebastian Ruder's blog

    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

    • Neuroanatomy dissection videos

    • Allen brain map

    • Human genome project

    • Blue brain project

    • Human connectome project

    • Google Deepmind

    Computing

    • Python PEP

    • Design Patterns

    • Foundations of Computer Science

    • Free programming books

    • Algorithm notes for professionals

    • Curated list of programming links