Data Science

Take deep learning to the next level with SGD, Nesterov momentum, RMSprop, Theano, TensorFlow, and using the GPU on AWS. What Will I Learn? Apply momentum to backpropagation to train neural networks Apply adaptive learning rate…

This training is an introduction to the concept of Data science and its application using R programming language What you'll learn Learn R programming, Reproducible Analysis and Data Manipulation Master data visualization, Learn…

A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist. What you’ll learn Genuinely understand what Computer Science, Algorithms, Programming, Data, Big Data, Artificial…

Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python What you'll learn Understand and derive the bias-variance decomposition Understand the bootstrap method and its…

Use the R Programming Language to execute data science projects and become a data scientist. What you'll learn Start and execute the steps of a data science project, from project definition to model evaluation. Use machine…

The MOST in-depth look at neural network theory, and how to code one with pure Python and Tensorflow What you'll learn Learn how Deep Learning REALLY works (not just some diagrams and magical black box code) Learn how a neural…