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2019 Machine Learning and Artificial Intelligence (AI) Bootcamp    NEW!

This course is offered through Cloud Genius. You can find more information about Cloud Genius at

Machine Learning and AI Bootcamp includes fundamental concepts of Machine Learning and AI systems and also neural networks and deep learning. The following topics will be covered: Learning by fitting a model to data; Optimizing a cost function; Handling, cleaning, and preparing data; Selecting and engineering features; Selecting a model and tuning hyperparameters using cross-validation, underfitting and overfitting; Linear and Polynomial Regression, Logistic Regression, k-Nearest Neighbors, Support Vector Machines, Decision Trees, Random Forests, and Ensemble methods; Building and training neural nets using TensorFlow; and Understanding feedforward neural nets, convolutional nets, recurrent nets, long short-term memory nets, and autoencoders and techniques for training deep neural nets.

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