My biggest pet peeve in machine learning: loudmouths saying unsupervised learning is free of humans and human bias. You couldn’t be more wrong if you tried!

Learn more:
Unsupervised learning intro: http://bit.ly/quaesita_unsupervised
AI bias: http://bit.ly/quaesita_aibias
Human supervision: http://bit.ly/quaesita_drugs
It’s analytics, not machine learning: http://bit.ly/quaesita_datasci

This video introduces us to the basics of deep learning as to how it is very effective for unstructured data as it does not need feature engineering to be done for images or audio or video or text. Instead it can help in automated feature extraction in form of a hierarchy of concepts which is automated which can further feed to classification or clustering or other machine learning problems.

LinkedIn: https://www.linkedin.com/in/tarah-ai-8316b7153/
Twitter: https://twitter.com/tarahtech

#AI #DeepLearning #ReinforcementLearning #MachineLearning #ML #DL #DataScience #ArtificialIntelligence #Classification #Jobs #Regression #Clustering #Intelligence #Learn #Intelligence #Knowledge #LearnFromHome #BI #BA #Analytics #Insights #Visualization #Graphs #Robots #Speech #BackPropagation #CNN #RNN #LSTM #NeuralNetworks #Network #Prediction #BigData #Hadoop #Spark #Python #LearnPython #LearnAI #LearnMachineLearning #LearnML #jobs #annotators #newjobs #employment #AI #ArtificialIntelligence #ML #automation #labeling #ethics #robotics #reskilling #AI #Automation #jobs #newskills #oldskills #reinvention #humanresources
#deeplearning #featureextraction #featureengineering #Automatedfeaturextraction #hierarchy #NLP #ComputerVision #SpeechProcessing #UnstructuredData #AI

This keynote introduces the first AI based on Unsupervised Learning. Automatically discover insights in your data, avoid human bias, and empower your team with the power to discover previously hidden insights that they can use to revolutionize your business.

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DARPA SUPERHIT 2021

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