Data Science Revealed
Tshepo Chris Nokeri
Broschiertes Buch

Data Science Revealed

With Feature Engineering, Data Visualization, Pipeline Development, and Hyperparameter Tuning

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Get insight into data science techniques such as data engineering and visualization, statistical modeling, machine learning, and deep learning. This book teaches you how to select variables, optimize hyper parameters, develop pipelines, and train, test, and validate machine and deep learning models. Each chapter includes a set of examples allowing you to understand the concepts, assumptions, and procedures behind each model.The book covers parametric methods or linear models that combat under- or over-fitting using techniques such as Lasso and Ridge. It includes complex regression analysis wit...