In this series, we cover statistical experimentation, modeling, and machine learning, focusing on: basic statistics, hypothesis testing, and experimentation validation methodology linear and logistic regression; generalized linear models causality time series analysis Bayesian statistics clustering decision trees, random forests, and boosted forests artificial neural networks and deep learning reinforcement learning Our focus is on mathematical derivations, algorithmic development, and ...
Read More
In this series, we cover statistical experimentation, modeling, and machine learning, focusing on: basic statistics, hypothesis testing, and experimentation validation methodology linear and logistic regression; generalized linear models causality time series analysis Bayesian statistics clustering decision trees, random forests, and boosted forests artificial neural networks and deep learning reinforcement learning Our focus is on mathematical derivations, algorithmic development, and programming. We use Python throughout the text to support our theory. All machine learning techniques are coded from scratch using Python.
Read Less
Add this copy of Fundamentals of Data Science Trilogy: Experiment-Model to cart. $81.54, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2022 by Cayenne Canyon Press.
Add this copy of Fundamentals of Data Science Trilogy: Experiment-Model to cart. $92.04, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Newport Coast, CA, UNITED STATES, published 2022 by Cayenne Canyon Press.
Add this copy of Fundamentals of Data Science Trilogy: Experiment-Model to cart. $94.43, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2022 by Cayenne Canyon Press.
Add this copy of Fundamentals of Data Science Trilogy: Experiment-Model to cart. $101.39, new condition, Sold by BargainBookStores rated 3.0 out of 5 stars, ships from Grand Rapids, MI, UNITED STATES, published 2022 by Cayenne Canyon Press.
Add this copy of Fundamentals of Data Science Trilogy: Experiment-Model to cart. $114.66, new condition, Sold by BargainBookStores rated 3.0 out of 5 stars, ships from Grand Rapids, MI, UNITED STATES, published 2022 by Cayenne Canyon Press.
Add this copy of Fundamentals of Data Science Trilogy: Experiment-Model to cart. $116.94, new condition, Sold by Russell Books rated 4.0 out of 5 stars, ships from Victoria, BC, CANADA, published 2022 by Cayenne Canyon Press.
Add this copy of Fundamentals of Data Science Trilogy: Experiment-Model to cart. $131.55, new condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Newport Coast, CA, UNITED STATES, published 2022 by Cayenne Canyon Press.
