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Amazon SageMaker Best Practices: Proven tips and tricks to build successful machine learning solutions on Amazon SageMaker
Overcome advanced challenges in building end-to-end ML solutions by leveraging the capabilities of Amazon SageMaker for developing and integrating ML models into productionKey FeaturesLearn best practices for all phases of building machine ...
Amazon Connect: Up and Running: Improve your customer experience by building logical and cost-effective solutions for critical call center systems
Explore Amazon Connect, from implementing call flows and creating AI bots to integrating artificial intelligence solutions and analyzing critical customer sentimentKey FeaturesDiscover how to integrate chat with Connect to allow organizatio...
Algorithms and Data Structures for External Memory
Data sets in large applications are often too massive to fit completely inside the computer's internal memory. The resulting input/output communication (or I/O) between fast internal memory and slower external memory (such as disks) can...
Algorithmic Short Selling with Python: Refine your algorithmic trading edge, consistently generate investment ideas, and build a robust long/short product
Leverage Python source code to revolutionize your short selling strategy and to consistently make profits in bull, bear, and sideways marketsKey FeaturesUnderstand techniques such as trend following, mean reversion, position sizing, and ris...
Agile Machine Learning with DataRobot: Automate each step of the machine learning life cycle, from understanding problems to delivering value
Leverage DataRobot's enterprise AI platform and automated decision intelligence to extract business value from dataKey FeaturesGet well-versed with DataRobot features using real-world examplesUse this all-in-one platform to build, monit...
Advanced Python Programming: Accelerate your Python programs using proven techniques and design patterns
Write fast, robust, and highly reusable applications using Python’s internal optimization, state-of-the-art performance-benchmarking tools, and cutting-edge librariesKey FeaturesBenchmark, profile, and accelerate Python programs using opti...
Adoption of Robots for Disasters: Lessons from the Response to COVID-19
This publication describes how robot innovations are adopted during a disaster using the COVID-19 response, both as a natural experiment and a case study. While the reports do not provide full details to ascertain gaps in specific algorithm...
Addressing Process Variations At the Microarchitecture and System Level
Technology scaling has resulted in an increasing magnitude of and sensitivity to manufacturing process variations. This has led to the adoption of statistical design methodologies as opposed to conventional static design techniques. At the ...
Adaptive Query Processing
Adaptive Query Processing surveys the fundamental issues, techniques, costs, and benefits of adaptive query processing. It begins with a broad overview of the field, identifying the dimensions of adaptive techniques. It then looks at the sp...
Accelerating IoT Development with ChatGPT: A practical guide to building your first IoT project using AI-assisted coding and cloud integration
Build cutting-edge projects with ChatGPT, PlatformIO, ESP32, and Arduino-compatible sensors by integrating AWS Cloud and the ThingsBoard dashboardKey FeaturesLeverage ChatGPT to generate code on ESP32 for sending sensor data to AWS CloudCre...