Boeken Machine Learning Engineer

Mastering Predictive Analytics with scikit-learn and TensorFlow

Learn advanced techniques to improve the performance and quality of your predictive models Key Features Use ensemble methods to improve the performance of predictive analytics models Implement feature selection, dimensionality reduction, and cross-validation techniques Develop neural network models and master the basics of deep learning Book Description Python is a programming language that provides a …

Machine Learning Fundamentals

With the flexibility and features of scikit-learn and Python, build machine learning algorithms that optimize the programming process and take application performance to a whole new level Key Features Explore scikit-learn uniform API and its application into any type of model Understand the difference between supervised and unsupervised models Learn the usage of machine learning …

Data Science Interview

With this Data Science Interview book, you'll be prepared for questions compiled from real data scientists who work at top companies, including Google, Facebook, and Amazon & NASA.

Productionizing AI

This book is a guide to productionizing AI solutions using best-of-breed cloud services with workarounds to lower costs. Supplemented with step-by-step instructions covering data import through wrangling to partitioning and modeling through to inference and deployment, and augmented with plenty of Python code samples, the book has been written to accelerate the process of moving …

Python for Data Analysis

Machine Learning for Beginners

Scaling Python with Dask

Modern systems contain multicore CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it easy to …

Python Programming for Beginners

Why has Python been declared the best Scripting Language by the most Professional Techs? Do you want to learn how to code from the ground up? This book is most likely what you're searching for. Continue reading to learn more about it! Python is likely the most user-friendly and easiest-to-learn programming language in common usage. …

AI for Healthcare with Keras and Tensorflow 2.0

Learn how AI impacts the healthcare ecosystem through real-life case studies with TensorFlow 2.0 and other machine learning (ML) libraries. This book begins by explaining the dynamics of the healthcare market, including the role of stakeholders such as healthcare professionals, patients, and payers. Then it moves into the case studies. The case studies start with …

Machine Learning

As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical …