Data Science & Machine Learning

I am a data scientist with a decade of experience applying statistical learning, artificial intelligence, and software engineering to political, social, and humanitarian efforts -- from election monitoring to disaster relief.
Learning machine learning? Check out my Machine Learning Flashcards or my book, Machine Learning With Python Cookbook.

Link: ChrisAlbon
#DataScience
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The 5 Top Traits of the Worst Advisors

In the post, Dr. Isis describes a shocking encounter in graduate school when a mentor informed her that because she had no first author publications, she was seen as unproductive, and not a competitive contender for grants.

Link: TheProfessorIn

#spare_time
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This list was originally assembled by Anne Churchland, with input from Yael Niv and Adrienne Fairhall and is now being managed by Lamiae Abdeladim to aid in choosing speakers for the Cosyne and other conferences.

Link: Anneslist

#Scientists
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My first full-time permanent employment was at the Bell Telephone Laboratories in Murray Hill NJ, where the transistor had been invented 10 years earlier.  Its six-person theoretical physics group had hired me as a Member of Technical Staff. My physics thesis written and approved, and all other Ph.D. requirements completed at Cornell University, I reported to work early in March 1958.  A first half-day of employment was spent on administrative details. I joined a couple of theorists in the cafeteria for lunch, and then headed for my new office. Unpacking a few books and journals took an hour. A visit to the 5th floor stockroom produced some lined tablets, pencils, and a hand-held pencil sharpener.  I sharpened several pencils.....

Link: John J. Hopfield

#spare_time #Scientists
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For those who have hard times logging into the crowdcast platform, try to use the Youtube version which streams the neuromatch2 talks.

Link: YouTube

#Neuroscience
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Advanced time-series analysis (Dynamic Mode Decomposition - DMD)
Part of NeuroHackAcademy lectures 2017 - UW eScience Institute
Link: YouTube

#Neuroscience #DataAnalysis
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SpaceX Live!

Everything we know about physics - and a few things we don't - in a simple map.

Link: YouTube
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🥁 Undergraduate interested in biological physics? Come explore the Physics of Life in an ONLINE summer school! Free and open to all undergraduates. Mondays, June 15-August 3. More information and registration info here: https://t.co/FSQhNrfFGh

The emerging phenomenon in practice
Link: YouTube
#spare_time
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The Neureka™ Smart Medtech Platform accelerates the development of personal digital therapies for Neurological disorders such as Epilepsy, Parkinson’s Disease, Chronic Pain, Severe Depression and Opioid addiction. Neureka™ delivers treatment solutions that impact neurological care and improves the lives of patients and their families.

Link: Neureka

#Neuroscience
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The Neureka™ Smart Medtech Platform accelerates the development of personal digital therapies for Neurological disorders such as Epilepsy, Parkinson’s Disease, Chronic Pain, Severe Depression and Opioid addiction. Neureka™ delivers treatment solutions that impact neurological care and improves the lives of patients and their families.

Link: Neureka

#Neuroscience
Follow: @theTuringMachine

sunpy
The community-developed, free and open-source solar data analysis environment for Python.

Link: SunPy

#DataScience
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Watch "Learning New Physics With Machine Learning Workshop (June 4, 2020, 9:45am - 1pm EDT)" on YouTube
https://youtu.be/DRh1OlGlRxo

SimFin is a database with financial data such as Income Statements, Balance Sheets and Cash Flow Statements, along with a simple Python API for downloading and using the data. These tutorials show how to use the SimFin API and data.
Link: SimFin
Github Repo: GitHub

#DataScience #DataAnalysis
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Computational neuroscience resources
On this page is a list of resources for learning computational neuroscience that are freely available online.
#resources
#computational_neuroscience
@scientific_programming

ScienceAlert - Latest
Scientists Just Created Artificial Red Blood Cells That May Be Even Better Than The Real Thing

➖ @sciencetoall ➖

The Medical Imaging with Deep Learning #MIDL conference will be held free this year.

Registration is still required though.

Registration link: https://2020.midl.io/registration.html

🆔 @ApplyClub

Another Cohen playlist, this time for Statics and Machine learning.
Link: Cohen

#DataScience
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