How Far Away is Artificial General Intelligence? – Expert Opinions – YouTube

Artificial general intelligence (AGI) is the intelligence of a machine that could successfully perform any intellectual task that a human being can. It is a primary goal of some artificial intelligence research and a common topic in science fiction and future studies. The panelists and…

Recurrent Neural Networks LSTMs and Vanishing & Exploding Gradients – Fun and Easy Machine Learning

Recurrent Neural Networks LSTMs and Vanishing & Exploding Gradients – Fun and Easy Machine Learning https://www.udemy.com/machine-learning-fun-and-easy-using-python-and-keras/?couponCode=YOUTUBE_ML Limited Time – Discount Coupon Recurrent Neural Networks (RNNs) are popular models that have shown great promise in many Natural Language Processing or NLP tasks. So for example if…

Convolutional Neural Networks – Fun and Easy Machine Learning

Hey guys and welcome to another fun and easy machine tutorial on Convolutional Neural Networks. https://www.udemy.com/machine-learning-fun-and-easy-using-python-and-keras/?couponCode=YOUTUBE_ML Limited Time – Discount Coupon What are Convolutional Neural Networks and why are they important? Convolutional Neural Networks (ConvNets or CNNs) are a category of Neural Networks that have…

Linear Discriminant Analysis LDA – Fun and Easy Machine Learning

Linear Discriminant Analysis LDA – Fun and Easy Machine Learning https://www.udemy.com/machine-learning-fun-and-easy-using-python-and-keras/?couponCode=YOUTUBE_ML Limited Time – Discount Coupon Linear Discriminant Analysis (LDA) is most commonly used as dimensionality reduction technique in the pre-processing step for pattern-classification and machine learning applications. The goal is to project a dataset…

Eclat Association Rule Learning – Fun and Easy Machine Learning Tutorial

Eclat Association Rule Learning – Fun and Easy Machine Learning Tutorial https://www.udemy.com/machine-learning-fun-and-easy-using-python-and-keras/?couponCode=YOUTUBE_ML Limited Time – Discount Coupon Hey guys and welcome to another fun and easy machine tutorial on Eclat. Today we are going to be analyzing what video games get sold more frequently using…

Apriori Algorithm (Associated Learning) – Fun and Easy Machine Learning

Apriori Algorithm (Associated Learning) – Fun and Easy Machine Learning https://www.udemy.com/machine-learning-fun-and-easy-using-python-and-keras/?couponCode=YOUTUBE_ML Limited Time – Discount Coupon Apriori Algorithm The Apriori algorithm is a classical algorithm in data mining that we can use for these sorts of applications (i.e. recommender engines). So It is used for…

Convolutional Neural Networks (CNNs) explained – YouTube

#21 in Machine Leaning / Deep Learning for Programmers Playlist In this video, we explain the concept of convolutional neural networks, how they’re used, and how they work on a technical level. We also discuss the details behind convolutional layers and filters. fast.ai lesson 4:…

Deep Probabilistic Modelling with Gaussian Processes – Neil D. Lawrence – NIPS Tutorial 2017 – YouTube

Neil Lawrence is a Professor of Machine Learning at the University of Sheffield, but he is currently on leave at Amazon where he is a Director of Machine Learning and founder of Amazon Research Cambridge. Neural network models are algorithmically simple, but mathematically complex. Gaussian…

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