Pragmatic AI - eBook


Master Powerful Off-the-Shelf Business Solutions for AI and Machine LearningPragmatic AI will help you solve real-world problems with contemporary machine learning, artificial intelligence, and cloud computing.

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tools. Noah Gift demystifies all the concepts and tools you need to get resultseven if you dont 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, youll gain a more intuitive understanding of what you can achieve with them and how to maximize their value.Building on these fundamentals, youll 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 youre a business professional, decision-maker, student, or programmer, Gifts 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 youll needQuickly review all the Python you need to start building machine learning applicationsMaster the AI and ML toolchain and project lifecycleWork with Python data science tools such as IPython, Pandas, Numpy, Juypter Notebook, and SklearnIncorporate a pragmatic feedback loop that continually improves the efficiency of your workflows and systemsDevelop cloud AI solutions with Google Cloud Platform, including TPU, Colaboratory, and Datalab servicesDefine Amazon Web Services cloud AI workflows, including spot instances, code pipelines, boto, and moreWork with Microsoft Azure AI APIsWalk through building six real-world AI applications, from start to finishRegister your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.