Ten Simple Rules for Reproducible Research in Jupyter Notebooks

Rule et al.: https://arxiv.org/abs/1810.08055

#100DaysOfMLCode #BigData #ComputerScience #DataScience #MachineLearning

DIVE: Turn your data into stories without writing code

The publicly available system integrates semi-automated visualization and statistical analysis features. By the MIT Media Lab

https://dive.media.mit.edu

#ArtificialIntelligence #BigData #MachineLearning

@ArtificialIntelligenceArticles

New research group at Oxford Comp Sci!

Oxford Applied and Theoretical Machine Learning Group (OATML): http://oatml.cs.ox.ac.uk/

#artificialintelligence #bigdata #machinelearning #neuralnetworks

FishExplorer

1.5 million neurons, cell-level activity during multiple behaviors
15 TB raw, 56 GB compressed
18 fish whole-brain data, ~100k neurons/fish

Data and code: https://github.com/xiuyechen/fishexplorer

Paper:https://www.sciencedirect.com/science/article/pii/S0896627318308444

#bigdata #brain #datascience #machinelearning #research

Open Courses and Textbooks

By Samuel G. Finlayson: https://sgfin.github.io/learning-resources/

#artificialintelligence #bigdata #deeplearning #machinelearning #neuralnetworks

The Physics of Brain Network Structure. #BigData #Analytics #DeepLearning https://arxiv.org/abs/1809.06441 @ArtificialIntelligenceArticles

SQuAD2.0: The Stanford Question Answering Dataset

Leaderboard: https://rajpurkar.github.io/SQuAD-explorer/

#artificialintelligence #bigdata #deeplearning #machinelearning #NaturalLanguageProcessing

Yes, We Can Now Construct Speech from Brain Waves. # #BigData #Analytics #DeepLearning #MachineLearning #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #VueJS #GoLang #Serverless #DataScientist #Linux #NeuroScience
https://www.biorxiv.org/content/10.1101/350124v2

The Machines That Will Read Your Mind: https://www.wsj.com/articles/the-machines-that-will-read-your-mind-11554476156

#AI #BigData #DataScience #MachineLearning #Neuroscience #NeuralNetworks #DeepLearning

Introducing SuperGLUE: A New Hope Against Muppetkind
Blog by Alex Wang: https://medium.com/@wang.alex.c/introducing-superglue-a-new-hope-against-muppetkind-2779fd9dcdd5
#MachineLearning #NLP #BigData

A Digest of Top 35+ Research Papers on Statistics. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #JavaScript #ReactJS #GoLang #Serverless #DataScientist #Linux #Statistics

https://www.tandfonline.com/doi/full/10.1080/00031305.2019.1583913

How to deliver on Machine Learning projects
A guide to the ML Engineering Loop.
By Emmanuel Ameisen and Adam Coates: https://blog.insightdatascience.com/how-to-deliver-on-machine-learning-projects-c8d82ce642b0
#ArtificialIntelligence #BigData #DataScience #DeepLearning #MachineLearning

Five Functions of the Brain that are Inspiring #AI Research: https://towardsdatascience.com/five-functions-of-the-brain-that-are-inspiring-ai-research-2ba482ab8e2a
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#BigData #MachineLearning #DataScience #Neuroscience #NeuralNetworks #Algorithms #DeepLearning

MRI Images Created by #AI Could Help Train #DeepLearning Models. https://healthitanalytics.com/news/mri-images-created-by-ai-could-help-train-deep-learning-models #BigData #Analytics #MachineLearning #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #VueJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #NeuroScience

Five fundamental truths about algorithms for anyone living in the Digital Age. I would love to hear your thoughts! #machinelearning #bigdata #algorithms #artificialintelligence

https://www.youtube.com/watch?v=XYCq3K_XxZY&feature=share&fbclid=IwAR2CCOiLZgbNXG0AQC5hRfTNhETBlJ60ieQmVgXSYlXrwRHhugk_f01NSvg

WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia
Schwenk et al.: https://arxiv.org/abs/1907.05791
Data: https://github.com/facebookresearch/LASER/tree/master/tasks/WikiMatrix
#artificialintelligence #bigdata #datascience #machinelearning

Ten quick tips for effective dimensionality reduction

Lan Huong Nguyen and Susan Holmes : https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1006907

#ArtificialIntelligence #BigData #DataScience

Even young children when they look at a picture, not only identify objects such as "cat," "book," "chair." but also narrate the context and probably caption them. Now, computers are getting smart enough to do that too. In this TED talk, computer vision expert Fei-Fei Li describes the state of the art — including the database of 15 million photos her team built to "teach" a computer to understand pictures — and the key insights yet to come.#alintelligence #deeplearning #datascience #machinelearning #ML #Algorithm #Python #R #professional #industry #bigdata #ai #community #workforce

https://www.youtube.com/watch?v=40riCqvRoMs

Amazing work on generative adversarial networks by Tero Karras, Samuli Laine and Timo Aila of NVIDIA. The new architecture leads to an automatically learned, unsupervised separation of high-level attributes (e.g., pose and identity when trained on human faces) and stochastic variation in the generated images (e.g., freckles, hair), and it enables intuitive, scale-specific control of the synthesis. The new generator improves the state-of-the-art in terms of traditional distribution quality metrics, leads to demonstrably better interpolation properties, and also better disentangles the latent factors of variation. #education #professionals #careers #artificialintelligence #deeplearning #datascience #machinelearning #ML #Algorithm #Python #R #professional #industry #bigdata #ai #community #workforce

The research paper is available : http://stylegan.xyz/paper

Video link : https://www.youtube.com/watch?v=kSLJriaOumA

Machine Learning Unlocks Library of The Human Brain. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #NeuroScience


http://thetartan.org/2019/11/11/scitech/brain-thoughts