Название: Pragmatic AI: An Introduction to Cloud-Based Machine LearningАвтор: Noah Gift
Издательство: Addison-Wesley Professional
Год: 2018
Формат: epub
Страниц: 256
Размер: 19.1 Mb
Язык: English
Master Powerful Off-the-Shelf Business Solutions for AI and Machine Learning
Pragmatic AI will help you solve real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools. Noah Gift demystifies all the concepts and tools you need to get results—even if you don’t have a strong background in math or data science.
Gift illuminates powerful off-the-shelf cloud offerings from Amazon, Google, and Microsoft, and demonstrates proven techniques using the Python data science ecosystem. His workflows and examples help you streamline and simplify every step, from deployment to production, and build exceptionally scalable solutions. As you learn how machine language (ML) solutions work, you’ll gain a more intuitive understanding of what you can achieve with them and how to maximize their value.
Building on these fundamentals, you’ll walk step-by-step through building cloud-based AI/ML applications to address realistic issues in sports marketing, project management, product pricing, real estate, and beyond. Whether you’re a business professional, decision-maker, student, or programmer, Gift’s expert guidance and wide-ranging case studies will prepare you to solve data science problems in virtually any environment.
Get and configure all the tools you’ll need
Quickly review all the Python you need to start building machine learning applications
Master the AI and ML toolchain and project lifecycle
Work with Python data science tools such as IPython, Pandas, Numpy, Juypter Notebook, and Sklearn
Incorporate a pragmatic feedback loop that continually improves the efficiency of your workflows and systems
Develop cloud AI solutions with Google Cloud Platform, including TPU, Colaboratory, and Datalab services
Define Amazon Web Services cloud AI workflows, including spot instances, code pipelines, boto, and more
Work with Microsoft Azure AI APIs
Walk through building six real-world AI applications, from start to finish