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Architecting and Building High-Speed SoCs: Design, develop, and debug complex FPGA based systems-on-chip
Design a high-speed SoC while gaining a holistic view of the FPGA design flow and overcoming its challengesKey FeaturesUse development tools to implement and verify an SoC, including ARM CPUs and the FPGA logicOvercome the challenge of time...
Architecting Cloud-Native Serverless Solutions: Design, build, and operate serverless solutions on cloud and open source platforms
Get up and running with serverless workloads across AWS, Azure, GCP, Kubernetes, and virtual machines with real-life examples and best practices for design, development, and security of serverless applications Purchase of the print or Kindl...
Arabic Information Retrieval
Arabic is ranked as the seventh largest language on the Internet but it has also been the fastest growing language in the last decade in terms of users. At this rate of growth, Arabic users should have the fourth largest user population on ...
Applied Machine Learning and High-Performance Computing on AWS: Accelerate the development of machine learning applications following architectural best practices
Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMakerKey FeaturesUnderstand the need for hig...
Apache Spark for Machine Learning: Build and deploy high-performance big data AI solutions for large-scale clusters
Develop your data science skills with Apache Spark to solve real-world problems for Fortune 500 companies using scalable algorithms on large cloud computing clustersKey FeaturesApply techniques to analyze big data and uncover valuable insig...
An Introduction to Quantum Machine Learning for Engineers
This monograph is motivated by a number of recent developments that appear to define a possible new role for researchers with an engineering profile. First, there are now several software libraries – such as IBM’s Qiskit, Google’s Cirq, ...
An Introduction to Hybrid Human-Machine Information Systems
Hybrid Human-Machine Information Systems leverage novel architectures that make systematic use of Human Computation by means of crowdsourcing. These architectures are capable of scaling over large amounts of data and simultaneously maintain...
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 ...
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...
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...