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- Introduction to Machine Learning
alex.smola.org/teaching/cmu2013-10-701/index.htmlMachine learning studies the question “how can we build computer programs that automatically improve their performance through experience?” This includes learning to perform many types of tasks based on many types of experience. For example, it includes rob..
- The state of machine learning: A conversation between Azeem Azhar and Dr. Danny Lange by Exponential View | Free Listeni..
soundcloud.com/exponentialview/danny-lange-unity-exponential-viewWith more than 40% market share in mobile games, a billion monthly active users and 2.6 billion unique devices, Unity has a profoundly important role in booming gaming and VR markets. In this episode, Azeem talks with Dr. Danny Lange, VP of AI and machine l..
- Machine Learning and Data Science: Exploring Word2Vec
sujayskumar.blogspot.com/2017/03/exploring-word2vec_3.htmlMar 2017 - The purpose of this post is to explore one of the most widely used word representations in the natural language processing industry today.Word2Vec was created by a team of researchers led by Tomas Mikolov at Google. We make the neural net predict the curren..
- Machine Learning for Humansd$?dP. The ultimate guide to machine learninga| | by Vishal Maini | Machine Learning for Huma..
medium.com/machine-learning-for-humans/why-machine-learning-matters-6164faf1df12Strong AI will change our world forever; to understand how, studying machine learning is a good place to start The definition of an AGI is an artificial intelligence that can successfully perform any intellectual task that a human being can, including learn..
- Getting Started with Machine Learning - Bozho's tech blog
techblog.bozho.net/getting-started-with-machine-learningI never programmed actual machine learning tasks, but got a good overview. If you have to classify an email as spam or not spam, your precision is the percentage of the emails properly marked as spam from all the emails marked as spam. So if you have 200 em..
- Machine learning can boost the value of wind energy | DeepMind
deepmind.com/blog/article/machine-learning-can-boost-value-wind-energyHowever, the variable nature of wind itself makes it an unpredictable energy source—less useful than one that can reliably deliver power at a set time.In search of a solution to this problem, last year, DeepMind and Google started applying machine learning ..
- Machine learning in credit risk modeling : a James white paper
slideshare.net/YvanDeMunck/machine-learning-in-credit-risk-modeling-a-james-white-paperIn Machine Learning in Credit Risk Modeling, we provide an explanation of the main Machine Learning models used in James so that Efficiency does not come at the expense of Explainability. To draw an ROC curve, the true positive rate (TPR) and false positive..
- Machine Learning Toolbox
amitness.com/toolboxhuggingface-datasets, The Big Bad NLP Database, nlp-datasets, nlp corpora model-forge, The Super Duper NLP Repo Generate optimized T5 model
- Machine Learning over 1M hotel reviews finds interesting insights | MonkeyLearn Blog