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
Web App Development and Real-Time Web Analytics with Python 
by Tshepo Chris Nokeri
Learn to develop and deploy dashboards as web apps using the Python programming language, and how to integrate algorithms into web apps.Author Tshepo Chris Nokeri begins by introducing you to the basics of constructing and styling static and interactive charts and tables before exploring the basics of HTML, CSS, and Bootstrap, including an approach to building web pages with HTML. From there, he'll sho...
Price: $34.99 | Publisher: Apress | Release: 2022
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
Practical Simulations for Machine Learning
by Paris Buttfield-Addison, Mars Buttfield-Addison, Tim Nugent, Jon Manning
Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learning models.That's just the beginning.With this practical...
Price: $59.99 | Publisher: O'Reilly Media | Release: 2022
Applied Machine Learning and AI for Engineers
by Jeff Prosise
While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal logging in the rainforest, analyze text for sentiment, or predict early failures in rotating machinery? This practi...
Price: $44.99 | Publisher: O'Reilly Media | Release: 2022
by Ajay Thampi
Interpretable AI opens up the black box of your AI models. It teaches cutting-edge techniques and best practices that can make even complex AI systems interpretable. Each method is easy to implement with just Python and open source libraries. You'll learn to identify when you can utilize models that are inherently transparent, and how to mitigate opacity when your problem demands the power of a hard-to...
Price: $49.99 | Publisher: Manning | Release: 2022
Automated Machine Learning in Action
by Qingquan Song, Haifeng Jin, Xia Hu
Automated Machine Learning in Action reveals how you can automate the burdensome elements of designing and tuning your machine learning systems. It's written in a math-lite and accessible style, and filled with hands-on examples for applying AutoML techniques to every stage of a pipeline. AutoML can even be implemented by machine learning novices! If you're new to ML, you'll appreciate how th...
Price: $47.61 | Publisher: Manning | Release: 2022
Machine Learning Engineering in Action
by Ben Wilson
Ferrying a machine learning project from your data science team to your end users is no easy task. Machine Learning Engineering in Action will help you make it simple. Inside, you'll find fantastic advice from veteran industry expert Ben Wilson, Principal Resident Solutions Architect at Databricks.Ben introduces his personal toolbox of techniques for building deployable and maintainable production mach...
Price: $50.92 | Publisher: Manning | Release: 2022
Distributed Machine Learning with Python
by Guanhua Wang
Reducing time cost in machine learning leads to a shorter waiting time for model training and a faster model updating cycle. Distributed machine learning enables machine learning practitioners to shorten model training and inference time by orders of magnitude. With the help of this practical guide, you'll be able to put your Python development knowledge to work to get up and running with the implement...
Price: $46.99 | Publisher: Packt Publishing | Release: 2022
Machine Learning Techniques for Text
by Nikos Tsourakis
With the ever-increasing demand for machine learning and programming professionals, it's prime time to invest in the field. This book will help you in this endeavor, focusing specifically on text data and human language by steering a middle path among the various textbooks that present complicated theoretical concepts or focus disproportionately on Python code.A good metaphor this work builds upon is t...
Price: $42.74 | Publisher: Packt Publishing | Release: 2022