“…Part 2 covers the .NET Standard APIs, such as managing and querying data, monitoring and improving performance, working with the filesystem, async streams, serialization, and encryption. …”

“…By the end of this book, you'll have learned how to confidently perform basic to advanced-level machine learning tasks in ML.NET. …”

“…What you will learn Master essential Linux commands and analyze the Linux filesystem hierarchy Find out how to manage users and groups in Linux Analyze Linux file ownership and permissions Automate monotonous administrative tasks with Cron jobs and bash scripts Use aliases to create your own Linux commands Understand how to interact with and manage Linux processes Become well-versed with using a variety of Linux networking commands Perform disk partitioning, mount filesystems, and create logical volumes Who this book is for This book doesn't assume any prior Linux knowledge, which makes it perfect for beginners. …”

“…Finally, you will learn about DevOps using Docker, build a highly available cloud infrastructure on AWS, capture user behavior with Google Analytics, and perform load testing. By the end of the book, you'll be familiar with the entire gamut of modern web development and full-stack architecture, learning patterns and practices to be successful as an individual developer on the web or as a team in the enterprise. …”

“…What you will learn Generate real-time visual effects using filters and image manipulation techniques such as dodging and burning Recognize hand gestures in real-time and perform hand-shape analysis based on the output of a Microsoft Kinect sensor Learn feature extraction and feature matching to track arbitrary objects of interest Reconstruct a 3D real-world scene using 2D camera motion and camera reprojection techniques Detect faces using a cascade classifier and identify emotions in human faces using multilayer perceptrons Classify, localize, and detect objects with deep neural networks Who this book is for This book is for inter..…”

“….* Automate the management of KMS keys using AWS CloudFormation.* Perform client-side encryption using the AWS Encryption SDK.* Create and automatically rotate encrypted username and password secrets for Amazon RDS using the AWS Secrets Manager and AWS Lambda.* Automate the provisioning of a deployment pipeline that deploys SSL/TLS AWS Certificate Manager (ACM) digital certificates using AWS CloudFormation and AWS CodePipeline.* Automate the provisioning of encryption when creating EBS, DynamoDB, RDS, and S3 resources using AWS CloudFormation.* Automate the provisioning of a deployment pipeline that deploys AWS Config Rules to detect unencrypted AWS resources using AWS CloudFormation and AWS CodePipeline.* Automatically provision a CloudTrail trail in CloudFormation and search the JSON files generated by CloudTrail using Amazon Athena.* Automate the provisioning of a deployment pipeline that deploys a solution capable of preventing, detecting, and remediating unencrypted resources using AWS CloudFormation and AWS CodePipeline. …”

“…To learn about the TS7760 cloud storage tier function, planning, implementation, best practices, and support see IBM Redpaper IBM TS7760 R4.2 Cloud Storage Tier Guide, redp-5514 at: http://www.redbooks.ibm.com/abstracts/redp5514.html The IBM TS7700 offers a modular, scalable, and high-performance architecture for mainframe tape virtualization for the IBM Z® environment. …”

“…What you will learn Explore PyCharm functionalities and what makes it stand out from other Python IDEs Set up, configure, and customize your Python projects in PyCharm Understand how PyCharm integrates with Django for web development Discover PyCharm's capabilities in database management and data visualization Perform code automation, GUI testing, and version control in PyCharm Integrate interactive Python tools such as Jupyter Notebooks for building virtual environments Who this book is for If you're a beginner or an expert Python user looking to improve your productivity using one of the best Python IDEs, this book is for you. …”

“…Finally, you'll use tools to audit and perform real-time monitoring of incoming data and generate alerts for the infrastructure. …”

“…Data Engineering and Architecture: 50+ sessions led by senior data engineers at Cloudera, AWS, Streamlio, and Confluent, and others that help you navigate the pitfalls of designing robust data pipelines, includes tutorials on building big data applications on AWS; time series data architecture; and using Impala to fix performance issues. Data Science and Machine Learning: 60+ sessions delivered by data scientists from Teradata, UC Berkeley RISE Lab, Microsoft, and more on the technologies that discover the hidden insights in your data, includes tutorials on building PyTorch based recommender systems; using R and Python for scalable data science, machine learning, and AI; and how to get started with TensorFlow. …”

“…Der dritte erläutert die O-Notation zur Abschätzung der Performance Biographical note: Dipl.-Inform. Michael Inden ist Oracle-zertifizierter Java-Entwickler. …”

“…What you will learn Install GitLab on premises and in the cloud using a variety of configurations Conduct data migration from the SVN, TFS, CVS, and GitHub platforms to GitLab Use GitLab runners to develop different types of configurations in software development Plan and perform CI/CD by using GitLab features Monitor and secure your software architecture using Prometheus and Grafana Implement DevOps culture by introducing workflow management tools in GitLab Who this book is for If you are a software developer, DevOps professional, or any developer who wants to master GitLab for productive repository management in yo..…”

“…By the end of this book, you will have developed a solid understanding of how to perform data wrangling with Python, and learned several techniques and best practices to extract, clean, transform, and format your data efficiently, from a diverse array of sources. …”

“…Get acquainted with the latest macOS version Cataline, and its new features Perform everyday tasks quickly and easily Customize preferences and settings to suit your needs Download new apps, video chat, save to the cloud, and much more! …”

“…What you will learn Explore the different features of Power BI to create interactive dashboards Use the Query Editor to import and transform data Perform simple and complex DAX calculations to enhance analysis Discover business insights and tell a story with your data using Power BI Explore data and learn to manage datasets, dataflows, and data gateways Use workspaces to collaborate with others and publish your reports Who this book is for If you're an IT manager, data analyst, or BI user new to using Power BI for solving business intelligence problems, this book is for you. …”

“…Finally, you'll be taken through the performance tuning and troubleshooting guidelines for KVM-based virtual machines and a hypervisor. …”

“…You'll be able to customize your apps for both Android and iOS platforms to achieve native-like performance and speed. The book is filled with engaging examples, so you can grasp essential concepts by writing code instead of reading through endless theory. …”

“…What you will learn Grasp machine learning and neural network techniques to solve challenging tasks Apply the new features of TF 2.0 to speed up development Use TensorFlow Datasets (tfds) and the tf.data API to build high-efficiency data input pipelines Perform transfer learning and fine-tuning with TensorFlow Hub Define and train networks to solve object detection and semantic segmentation problems Train Generative Adversarial Networks (GANs) to generate images and data distributions Use the SavedModel file format to put a model, or a generic computational graph, into production Who this book is for If you're a developer who wants to get started with machine learning and TensorFlow, or a data scientist interested in developing neural network solutions in TF 2.0, this book is for you. …”

“…As you advance, you'll learn how to share the results with peers in your organization and cover production-related aspects such as embedding Metabase and auditing performance. Throughout the book, you'll explore the entire data analytics process—from connecting your data sources, visualizing data, and creating dashboards through to daily reporting. …”

“…Finally, you'll explore ways to evaluate the performance of your model, and improve it using techniques such as model evaluation and hyperparameter optimization. …”