“…Next, you'll cover key techniques for next-generation sequencing, single-cell analysis, genomics, metagenomics, population genetics, phylogenetics, and proteomics with the help of real-world examples. You'll learn how to work with important pipeline systems, such as Galaxy servers and Snakemake, and understand the various modules in Python for functional and asynchronous programming. …”

“…In this thoroughly revised and expanded edition, Matt LeMay provides real-world guidance for current and aspiring product managers. …”

“…Apart from providing a comprehensive compendium of problem solutions based on real-world examples, this book will also give you the confidence to answer questions relating to matching particular streams and methods to various problems. …”

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Tabla de Contenidos: “…Chapter 1:Introduction to Oracle GoldenGate Microservices Architecture -- Chapter 2:Oracle GoldenGate HUB Architecture -- Chapter 3: Setting Up Oracle GoldenGate on the OCI Marketplace -- Chapter 4: Setting Up OCI Oracle GoldenGate Services for RDBMS -- Chapter 5: Setting up OCI Oracle GoldenGate Services for BIGDATA -- Chapter 6: Managing and Monitoring Oracle GoldenGate on OCI -- Chapter 7: Comparing OCI GoldenGate Services with Cloud Marketplace -- Chaptem-8: Migration of Databases with Near Zero Down Time -- Chapter 9: Troubleshooting Oracle GoldenGate on OCI -- Chapter 10: On-premises Database Migration to OCI -- Chapter 11: Replicating Data Across Multi-cloud using OCI GoldenGate -- Chapter 12: Real-world examples of Oracle GoldenGate on OCI…”

“…Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. …”

Tabla de Contenidos: “…Document classification -- N-grams -- Selecting a subset of n-grams -- Using genetic algorithms to search for a fixed-size subset -- Python implementation -- Summary -- Further reading -- Chapter 12: Explainable AI, Causality, and Counterfactuals with Genetic Algorithms -- Technical requirements -- Unlocking the black box - XAI -- Unraveling cause and effect - causality in AI -- What-if scenarios - counterfactuals -- Genetic algorithms in counterfactual analysis - navigating alternative scenarios -- The German Credit Risk dataset -- Exploring counterfactual scenarios for credit risk prediction -- The Applicant class -- The CreditRiskData class -- Counterfactuals with genetic algorithms -- The genetic algorithm solution -- More "what-if" scenarios -- Extending to other datasets -- Summary -- Further reading -- Part 4: Enhancing Performance with Concurrency and Cloud Strategies -- Chapter 13: Accelerating Genetic Algorithms - the Power of Concurrency -- Technical requirements -- Long runtimes in real-world genetic algorithms -- Parallelizing genetic algorithms -- Multithreading -- Multiprocessing -- Back to the OneMax problem -- A baseline benchmark program -- Simulating computational intensity -- Multiprocessing using the Pool class -- Increasing the number of processes -- Multiprocessing using the SCOOP library -- Distributed computing with SCOOP -- Summary -- Further reading -- Chapter 14: Beyond Local Resources - Scaling Genetic Algorithms in the Cloud -- Technical requirements -- The next level in genetic algorithm performance -embracing a client-server architecture -- Implementing a client-server model -- Using a separate environment -- Revisiting the One-Max problem, yet again -- Creating the server component -- Creating the client component -- Running the asynchronous client -- Using a production-grade app server…”

“…Learn how to use Power BI to deliver the insights needed to help your enterprise survive and thrive About This Audiobook Learn simple through to advanced Power BI features in a clear, concise way using real-world examples Develop powerful analytical models and reports that extract key business insights Publish, share and collaborate on impressive reports, dashboards, apps, and goals In Detail To succeed in today's transforming business world, organizations need business intelligence capabilities to make smarter decisions faster than ever before. …”

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Tabla de Contenidos: “…Chapter 1. Introduction. Real world learning - recalibrating the higher education response towards application to lifelong learning and diverse career paths; Dawn A. …”

“…You will be guided through real-world data science problems and shown how to apply key techniques in the context of realistic examples and exercises. …”

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