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Practical AI for Healthcare Professionals

Practical AI for Healthcare Professionals

by Abhinav Suri

Artificial Intelligence (AI) is a buzzword in the healthcare sphere today. However, notions of what AI actually is and how it works are often not discussed. Furthermore, information on AI implementation is often tailored towards seasoned programmers rather than the healthcare professional/beginner coder. This book gives an introduction to practical AI in the medical sphere, focusing on real-life clinical pr...

Price:  $41.49  |  Publisher:  Apress  |  Release:  2022

Essential Math for Data Science

Essential Math for Data Science

by Thomas Nield

Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights into the state of data science and how to use those insi...

Price:  $44.67  |  Publisher:  O'Reilly Media  |  Release:  2022

Hands-on Machine Learning with Python

Hands-on Machine Learning with Python

by Ashwin Pajankar, Aditya Joshi

Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytorch for deep learning with Python. It also serves as a long-term reference manual for the practitioners who wil...

Price:  $38.06  |  Publisher:  Apress  |  Release:  2022

Python for Data Science

Python for Data Science

by Yuli Vasiliev

Python is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. Python for Data Science introduces you to the Pythonic world of data analysis with a learn-by-doing approach rooted in practical examples and hands-on activities. You'll learn how to write Python code to obtain, transform, and analyze data, practicing state-of-the-art data processing techniques for use c...

Price:  $22.74  |  Publisher:  No Starch Press  |  Release:  2022

Financial Theory with Python

Financial Theory with Python

by Yves Hilpisch

Nowadays, finance, mathematics, and programming are intrinsically linked. This book provides the relevant foundations of each discipline to give you the major tools you need to get started in the world of computational finance.Using an approach where mathematical concepts provide the common background against which financial ideas and programming techniques are learned, this practical guide teaches you the ...

Price:  $35.68  |  Publisher:  O'Reilly Media  |  Release:  2021

TensorFlow 2 Pocket Reference

TensorFlow 2 Pocket Reference

by KC Tung

This easy-to-use reference for TensorFlow 2 design patterns in Python will help you make informed decisions for various use cases. Author KC Tung addresses common topics and tasks in enterprise data science and machine learning practices rather than focusing on TensorFlow itself.When and why would you feed training data as using NumPy or a streaming dataset? How would you set up cross-validations in the tra...

Price:  $22.01  |  Publisher:  O'Reilly Media  |  Release:  2021

Hands-On Financial Trading with Python

Hands-On Financial Trading with Python

by Jiri Pik, Sourav Ghosh

Algorithmic trading helps you stay ahead of the markets by devising strategies in quantitative analysis to gain profits and cut losses.The book starts by introducing you to algorithmic trading and explaining why Python is the best platform for developing trading strategies. You'll then cover quantitative analysis using Python, and learn how to build algorithmic trading strategies with Zipline using var...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2021

High Performance Python, 2nd Edition

High Performance Python, 2nd Edition

by Micha Gorelick, Ian Ozsvald

Your Python code may run correctly, but you need it to run faster. Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High Performance Python helps you gain a deeper understanding of Python's implementation. How do you take advantage of m...

Price:  $44.54  |  Publisher:  O'Reilly Media  |  Release:  2020

Deep Learning with PyTorch

Deep Learning with PyTorch

by Eli Stevens, Luca Antiga, Thomas Viehmann

Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you - and your deep learning skills - become more sophisticated. Deep Learning with Py...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2020

Python One-Liners

Python One-Liners

by Christian Mayer

Python One-Liners will teach you how to read and write "one-liners": concise statements of useful functionality packed into a single line of code. You'll learn how to systematically unpack and understand any line of Python code, and write eloquent, powerfully compressed Python like an expert.The book's five chapters cover tips and tricks, regular expressions, machine learning, core data ...

Price:  $39.95  |  Publisher:  No Starch Press  |  Release:  2020

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