AI, Python, Cognitive Neuroscience
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Massive Speech Dataset !!! 19,000 hours of Apollo-11 recordings

TASK#1: Speech Activity Detection: SAD

TASK#2: Speaker Diarization: SD

TASK#3: Speaker Identification: SID

TASK#4: Automatic Speech Recognition: ASR

TASK#5: Sentiment Detection: SENTIMENT
http://fearlesssteps.exploreapollo.org/

#NASA #speech #sentiment #dataset

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🗣 @AI_Python_arXiv
Time Series forecasting & modeling plays an important role in data analysis. The best way to learn #TimeSeries techniques is by applying them on time series data!

Here's a really cool #dataset where you need to
#forecast the traffic for a startup's product. Close to 10,500 data scientists have taken this challenge - can you climb up the leaderboard?https://lnkd.in/fyZiCJt

✴️ @AI_Python_EN
❇️ @AI_Python
🗣 @AI_Python_arXiv
Introducing TensorFlow Datasets

By TensorFlow: https://lnkd.in/d2yEjSr

#MachineLearning #Data #Dataset #TensorFlow

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🗣 @AI_Python_arXiv
Discover Computer Vision Datasets with this search engine

#dataset #image #visual #search #engine #vision

https://www.visualdata.io

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What happens when a dataset has too many #variables? Here are few possible situations which you might come across:

• You find that most of the variables are correlated.
• You lose patience and decide to run a model on the whole data which returns poor accuracy
• You become indecisive about what to do
• You start thinking of some strategic method to find few important variables

But dealing with such situations isn’t as difficult as it sounds. Statistical techniques such as factor analysis and principal component analysis help to overcome such difficulties. Here's a detailed guide on Principal Component Analysis - a method to extract important variables from a large set of variables available in a #dataset. Read the full article here: https://lnkd.in/fbKgbrh

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#Dataset list — A list of the biggest datasets for machine learning

🌎 Dataset list

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Stanford ML Group just released knee injury dataset they're calling MRNET.

Paper: https://lnkd.in/dwik_zz

Dataset: https://lnkd.in/dwS96AD
#ml #knee #injury #stanford #dataset #deeplearning

https://lnkd.in/dDpD38u

✴️ @AI_Python_EN
Real numbers, data science and chaos: How to fit any dataset with a single parameter

Paper:
https://arxiv.org/abs/1904.12320

Code:
https://github.com/Ranlot/single-parameter-fit/

#artificialintelligence #datascience #dataset #machinelearning

✴️ @AI_Python_EN
All the datasets (there are a lot) released at #cvpr2019 are now indexed in
http://visualdata.io . Check them out!
#computervision #machinelearning #dataset

✴️ @AI_Python_EN