Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural networks.
Produce a fully functioning Intelligent System that leverages machine learning and data from user interactions to improve over time and achieve success.
Develop a comprehensive understanding of the evolving landscape of digital trade and finance, including the historical context and the transformative impact of technological innovations on traditional practices.
This text focuses on the use of smoothing methods for developing and estimating differential equations following recent developments in functional data analysis and building on techniques described in Ramsay and Silverman (2005) Functional Data Analysis.
This book explores the potential of big data, artificial intelligence (AI), and data analytics to address climate change and achieve the Sustainable Development Goals (SDGs).
This groundbreaking book transcends traditional machine learning approaches by introducing information measurement methodologies that revolutionize the field.
Learn the techniques and math you need to start making sense of your dataAbout This BookEnhance your knowledge of coding with data science theory for practical insight into data science and analysisMore than just a math class, learn how to perform real-world data science tasks with R and PythonCreate actionable insights and transform raw data into tangible valueWho This Book Is ForYou should be fairly well acquainted with basic algebra and should feel comfortable reading snippets of R/Python as well as pseudo code.
A fast-paced and practical guide to demystifying big data and transforming it into operational intelligenceAbout This BookWant to get started with Splunk to analyze and visualize machine data?
Arm yourself to make the most of the versatile, powerful Ubuntu Server with over 100 hands-on recipesAbout This BookMaster the skills to setup secure and scalable web services with popular tools like Apache, Nginx, MySQL and HAProxySet up your own cloud with Open Stack and quickly deploy applications with Docker or LXDPacked with clear, step-by-step recipes to let you protect you valuable data with your own chat servers, code hosting and collaboration tools.
Over insightful 90 recipes to get lightning-fast analytics with Apache SparkAbout This BookUse Apache Spark for data processing with these hands-on recipesImplement end-to-end, large-scale data analysis better than ever beforeWork with powerful libraries such as MLLib, SciPy, NumPy, and Pandas to gain insights from your dataWho This Book Is ForThis book is for novice and intermediate level data science professionals and data analysts who want to solve data science problems with a distributed computing framework.
Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!
Over 60 recipes to achieve a robust and advanced backup and recovery solution leveraging SCDPMKey FeaturesAdapt to the modern data center design challenges and improve storage efficiencyEffective recipes to help you create your own robust architectural designs Solve data protection and recovery problems in your organizationBook DescriptionSystem Center Data Protection Manager (SCDPM) is a robust enterprise backup and recovery system that contributes to your BCDR strategy by facilitating the backup and recovery of enterprise data.
Implement decentralized blockchain applications to build scalable DappsKey FeaturesUnderstand the blockchain ecosystem and its terminologiesImplement smart contracts, wallets, and consensus protocolsDesign and develop decentralized applications using Bitcoin, Ethereum, and HyperledgerBook DescriptionThe Blockchain is a revolution promising a new world without middlemen.
Create dynamic dashboards to perform interactive analytics for business intelligence operationsKey FeaturesExplore newly added features in Qlik SenseDiscover best practices to work with data using Qlik SenseLearn to implement advanced functions for better data insightBook DescriptionQlik Sense allows you to explore simple and complex data to reveal hidden insight and data relationships that help you make quality decisions for overall productivity.
Design and implement a secure end-to-end desktop management solution with Microsoft Endpoint ManagerKey FeaturesLearn everything you need to know about deploying and managing Windows on physical and cloud PCsSimplify remote working for cloud-managed cloud PCs via new service Windows 365Benefit from the authors' experience of managing physical endpoints and traditional virtual desktop infrastructures (VDI)Book DescriptionMicrosoft Modern Workplace solutions can simplify the management layer of your environment remarkably if you take the time to understand and implement them.
Turbocharge your marketing plans by making the leap from simple descriptive statistics in Excel to sophisticated predictive analytics with the Python programming languageKey FeaturesUse data analytics and machine learning in a sales and marketing contextGain insights from data to make better business decisionsBuild your experience and confidence with realistic hands-on practiceBook DescriptionUnleash the power of data to reach your marketing goals with this practical guide to data science for business.
