Inhalt: Learn how to use Amazon Web Services (AWS) tools and best practices to understand, forecast, and control service costs. This course covers core AWS tools, such as CloudWatch billing alarms, consolidated billing with AWS Organizations, and the AWS billing dashboard tools. Instructor Lynn Langit shows how to control costs through key services, such as EC2, S3, RDS, and more. She also reviews architectural decisions related to cost control drawn from her own professional experiences. Umfang: 02:35:49
Inhalt: Do you want to start a career in cloud computing, but don't know where to begin? Whether you're an IT professional or a computer science student, this course can help by providing an ideal foundational mapping of the career paths and certifications that you should consider if you're interested in transitioning to cloud computing. Instructor and cloud architect Lynn Langit covers a variety of career paths, including IT pro, developer, analyst, and architect roles. Throughout the course, she focuses on the major cloud platforms-AWS, Microsoft Azure, Google, and Alibaba-discusses certifications available for each, and explores the future of cloud computing careers. Lynn discusses machine learning, virtualization, networking, scripting, and more. Umfang: 01:30:29
Inhalt: Serverless architecture moves computing from physical servers to the cloud. This course provides a broad overview of the different types of design patterns available for serverless application development and deployment. Instructor Lynn Langit covers the core concepts behind serverless, including its costs, benefits, and risks. Then she reviews serverless services, including messaging, storage, streaming, payment processing, and deployment, and related solutions: AWS Lambda, Kinesis, Auth0, Kubernetes, and more. She reviews cloud-native architectures for serverless applications that incorporate third-party APIs, notifications, Internet of Things sensors, big data, and machine learning. Plus, learn about emergent architectures that support migration and hybrid serverless functionality. Each chapter is illustrated with real-world use cases that showcase the cost, scalability, and productivity benefits of serverless architecture in action. Umfang: 02:36:06.00
Inhalt: Amazon Web Services (AWS) offers a wealth of services and tools that help data scientists leverage machine learning to craft better, more intelligent solutions. In this course, learn about patterns, services, processes, and best practices for designing and implementing machine learning using AWS. Instructor Lynn Langit takes a look at general machine learning concepts, including key machine learning algorithm types. She also examines available service types, such as AWS Machine Learning, Lex, Polly, and Rekognition, which you can use to predict image and video labels. Plus, she steps through how to work with platforms like AWS SageMaker, which includes hosted Jupyter notebooks. Umfang: 03:07:23.00
Inhalt: NoSQL databases can store nonrelational data on a super large scale and solve problems regular databases can't handle: indexing the entire internet, predicting subscriber behavior, or targeting ads on a platform as large as Facebook. But with over 150 NoSQL database types, it can be hard for a SQL professional to know where to start. In this course, Lynn Langit breaks down these types into a few main categories and shows how to get your own NoSQL database up and running with easy-to-configure cloud solutions. Learn how to add and query data, apply the CAP theorem with NoSQL, and leverage key NoSQL trends such as multifunctionality and data lake NoSQL alternatives. Plus, explore AWS and GCP NoSQL database services such as DynamoDB, ElastiCache, and Bigtable. Umfang: 02:39:55.00
Inhalt: Hadoop is indispensable when it comes to processing big data-as necessary to understanding your information as servers are to storing it. This course is your introduction to Hadoop; key file systems used with Hadoop; its processing engine, MapReduce, and its many libraries and programming tools. Developer and big-data consultant Lynn Langit shows how to set up a Hadoop development environment, run and optimize MapReduce jobs, code basic queries with Hive and Pig, and build workflows to schedule jobs. Plus, learn about the depth and breadth of available Apache Spark libraries available for use with a Hadoop cluster, as well as options for running machine learning jobs on a Hadoop cluster. Umfang: 04:06:25.00
Inhalt: Apache Hadoop and Spark make it possible to generate genuine business insights from big data. The Amazon cloud is natural home for this powerful toolset, providing a variety of services for running large-scale data-processing workflows. Learn to implement your own Apache Hadoop and Spark workflows on AWS in this course with big data architect Lynn Langit. Explore deployment options for production-scaled jobs using virtual machines with EC2, managed Spark clusters with EMR, or containers with EKS. Learn how to configure and manage Hadoop clusters and Spark jobs with Databricks, and use Python or the programming language of your choice to import data and execute jobs. Plus, learn how to use Spark libraries for machine learning, genomics, and streaming. Each lesson helps you understand which deployment option is best for your workload. Umfang: 03:13:26.00
Inhalt: Learn what you need to know to implement cloud-based big data solutions using the right mix of Amazon Web Services-from big data and cloud architect and AWS community hero Lynn Langit. Starting with top-level categories of storage, data, computer, and services, Lynn guides you through planning your ideal AWS architecture, providing service demos using the AWS Console, command-line interface, and other tools. Learn when to use which service for which business case, such as Docker or Lambda or DynamoDB or Aurora? She shows how to script creation of services such as S3 buckets and EC2 instances, create and populate a managed data warehouse, and develop a data processing pipeline that works for you. Chapter 6 covers the AWS Internet of Things (IoT) services. These exercises can help you build proof-of-concepts, minimum viable products, and deployable solutions to scale and support big data initiatives at your company. Umfang: 03:56:01.00
Inhalt: Is Google Cloud Platform (GCP) the right choice for your enterprise application? GCP now has the enterprise-level features large organizations demand: IAM security, custom encryption, NoSQL database support, and cloud-native continuous integration and deployment. This course helps enterprise architects, network admins, and technology stakeholders evaluate and implement GCP services for their organizations. Learn how GCP addresses enterprise concerns-from reliability to partner integration-and discover the scenarios where it shines, including data warehousing and disaster recovery. See how GCP solutions-serverless computing, data storage, and data pipelines-map to these different scenarios, and explore the developer and DevOps tools that Google provides for building your own custom solutions. Along the way, instructor Lynn Langit shows how to use GCP to manage virtual machines, Docker containers, Kubernetes clusters, relational data stores, NoSQL data, data lakes, and more. She also shares practical tips for saving money, planning deployments, and integrating compatible services. Umfang: 03:40:57.00
Inhalt: Machine learning can make your applications faster and more intelligent. You can analyze customer data such as voice and text input, images, and video, and take action without human intervention. Google Cloud Platform (GCP) offers a competitive set of machine learning services for nearly every type of architecture, including serverless computing, containers, and virtual machines. Learn how to design your own machine learning solutions using GCP, in this introductory course with instructor Lynn Langit. Lynn shows how to identify your requirements and map them to services such as the GCP machine learning APIs-Cloud Vision, Cloud Speech-to-Text, Cloud Video Intelligence, and more-and GCP AutoML, which puts the same APIs behind an easy-to-use interface. Then get an overview of the custom ML models and deep neural networks that are possible in Google Cloud ML Engine. Finally, review five different practical examples of GCP machine learning, including a chat bot, an image search application, and an on-device Internet of Things application. Umfang: 02:57:35.00
Inhalt: Alibaba Cloud is a rapidly growing cloud service provider, with a compelling service range on par with Amazon Web Services and Microsoft Azure. Services include compute with virtual machines (VMs), containers, and functions, and file and database services, such as object storage and managed relational and NoSQL databases. This course focuses on using these core infrastructure services, as well as the security and networking features in Alibaba Cloud, to support your applications. Instructor Lynn Langit shows you how to set up a new account, create VMs and container clusters, configure functions, and set up cloud storage with buckets and databases. Plus, learn how to use the built-in tools such as Alibaba Cloud Shell and the API Explorer to manage and automate resource deployment. Umfang: 01:58:49.00
Inhalt: Enhance your development operations by learning how to work with monitoring tools from Amazon for services and applications. In this course, Lynn Langit explains how to use practical and applicable tools, techniques, and strategies for instrumenting your production AWS applications. She shows how to use product consoles, such as EC2, S3, and RDS. She also discusses and demonstrates using services-such as CloudTrail, CloudFormation, and the newly-announced X-Ray-for monitoring, gathering key metrics, and logging your application's output. Plus, she covers AWS scripting tools, such as the AWS CLI. This course maps to the Monitoring, Metrics, and Logging domain from the AWS Certified DevOps Engineer - Professional exam. Umfang: 02:41:00.00
Inhalt: Regulations like GDPR have made security a top priority for every organization. Luckily, Amazon Web Services offers a plethora of tools for securing cloud-based architecture. This course teaches IT pros how to use AWS advanced security services, techniques, and tools to protect their users, data, apps, and infrastructure. Instructor Lynn Langit begins with the core tasks and services: setting up the AWS root account, billing, and tagging. She then shows how to set up strong authentication with AWS Identity and Access Management (IAM), Config, Simple AD, and full-fledged Active Directory. She covers infrastructure protection with VPC objects such as subnets, and data protection with KMS and Macie. Finally, she reviews security requirements for different application architectures and the associated AWS security solutions. Note: This course can also be used to prepare for the corresponding domain of the AWS Certified Solutions Architect (Professional) exam. Umfang: 03:06:05.00
Inhalt: Learn how to use Amazon Web Services (AWS) tools and best practices to understand, forecast, and control service costs. This course covers core AWS tools, such as CloudWatch billing alarms, consolidated billing with AWS Organizations, and the AWS billing dashboard tools. Instructor Lynn Langit shows how to control costs through key services, such as EC2, S3, RDS, and more. She also goes over how to best leverage third-party tools, and reviews architectural decisions related to cost control drawn from her own professional experiences. Umfang: 02:31:52.00
Inhalt: Discover how to properly scale applications on the Amazon ecosystem. This course shows IT pros how to use AWS network and data storage design scalability services, techniques, and tools. Throughout the course, instructor Lynn Langit covers scaling networks around server-based and serverless application architectures, as well as scaling files and data. Learn how to use migration tools such as Server Migration Service, explore scaling considerations for hybrid scenarios, and review how best to scale common architectures. This course can also prepare you for the Network Design domain in the AWS Certified Solutions Architect - Professional exam. Umfang: 02:16:57.00
Inhalt: Why use Amazon Web Services for data storage? AWS provides big data services at a small cost, offering one of the most full-featured and scalable solution sets around. Start here to explore your storage and framework options when working with data services on the Amazon cloud. Your guide, Lynn Langit, a working big data architect, helps you navigate the options when it comes to file storage, relational and NoSQL data storage, data warehousing, graph and ledger databases, and data lakes. Plus, learn how to run open-source processing tools such as Hadoop and Spark on AWS and leverage new serverless data services, including Athena serverless queries and the auto-scaling version of the Aurora relational database service, Aurora Serverless. Umfang: 03:11:35.00
Inhalt: Many modern organizations have a wealth of data that they can draw from to inform their decisions. But all of this information can''t truly benefit a business unless the professionals working with that data can efficiently extract meaningful insights from it. Amazon Web Services (AWS) offers data scientists an array of tools and services that they can leverage to analyze data. In this course, learn about best practices, patterns, and tools for designing and implementing data analytics using AWS. Explore key analytics concepts, common methods of approaching analytics challenges, and how to work with services such as Athena, RDS, and QuickSight. Plus, discover how to visualize text-based data in a more visually intuitive way, use partner solutions for analytics from the AWS Marketplace, and more. Umfang: 02:49:23.00
Inhalt: In this course-which was designed for DevOps professionals working with the AWS cloud-learn about AWS tools and best practices for security, governance, and validation. Instructor Lynn Langit covers different security and governance approaches, including outcome-based validation with service level agreements, outcome-based security with audits, and protecting data in-flight and at-rest. Lynn discusses using AWS tools such as CloudWatch, CloudTrail, and Inspector for security monitoring. Plus, she shows how to use third-party security and governance tools, and shares cost control approaches for AWS service billing. This course can also be used as an exam preparation resource, as it covers the topics in the third domain of the AWS Certified DevOps Engineer exam: Security, Governance, and Validation. Umfang: 02:40:35.00
Inhalt: Amazon Web Services (AWS) has several powerful features and services that support processes automation and continuous delivery. Learn how to leverage several core services, including CodeCommit, CodeBuild, CodeDeploy and CodePipeline. See how to use the AWS command line interface to write and run scripts for automations. Discover best practices you can follow, and third-party tools you can use, to successfully set up automated processes and implement continuous delivery, and find out how to effectively manage application updates. This course can also be used as an exam preparation resource, as it covers the topics in the first domain of the AWS Certified DevOps Engineer exam: Continuous Delivery and Process Automation. Umfang: 02:02:53.00
Inhalt: Boris Continuum is a comprehensive effects package that allows you to access an array of features and effects, including the ability to restore footage, generate 2D and extruded 3D text, create professional broadcast titles, and achieve striking compositing results in several different host applications. This course focuses on using Boris Continuum with Adobe After Effects, and provides you with several compositing techniques that you can use to make your projects look great. VFX expert Lee Lanier begins by exploring shared Boris Continuum controls, and then shows how to apply stylistic effects. He explains how to work with the PixelChooser and Boris Lights, and discusses how to color grade and warp footage. He also takes you through using the Boris Chroma Key Studio and working with Mocha Pro for motion tracking, as well as how to add particles and work with 3D text. Umfang: 02:22:42.00
Inhalt: Learn how to digitally extend a set with After Effects. Lee Lanier shows how to remove a tricky green screen with the KEYLIGHT plugin and a custom luma matte, motion track a new background with appropriate parallax, digitally dress a set with static artwork, fabricate shadows, and relight the footage to create a realistic result. Umfang: 01:47:06.00
Inhalt: Boris Continuum is a comprehensive effects package that allows you to access an array of features and effects, including the ability to restore footage, generate 2D and extruded 3D text, create professional broadcast titles, and achieve striking compositing results in several different host applications. This course focuses on using Boris Continuum with After Effects, and provides several compositing techniques that you can use to make your projects look great. To begin, VFX expert Lee Lanier shows how to apply stylistic effects, explaining how to work with the PixelChooser and Boris light effects. He then shares how to color grade and warp footage, key with Primatte Studio, add particles with Particle Illusion, work with 3D text, and more. Plus, learn about some of the new features available in Boris Continuum 12. Umfang: 01:48:00.00
Inhalt: What makes a 3D space battle even more spectacular? Compositing in Adobe After Effects. Learn to take the render-pass sequences of the spaceship versus asteroid scene you created in part 1 of this series, VFX Techniques: Space Scene 01: Maya Animation and Dynamic Simulation and recombine them in After Effects. Author Lee Lanier shows how to integrate shading and color in your render passes, animate the flames emitting from the spaceship, and create a particle simulation that makes the asteroid explosion seem more realistic. You'll also learn to replicate glows, lens flares, film grain, and camera motion along the way. Umfang: 02:07:08.00
Inhalt: VFX Techniques is back with a new course on particle effects-everyone's favorite feature for creating realistic smoke, fire, explosions, and other phenomena. Author Lee Lanier tackles a wizard battle, producing Harry Potter-style effects as the two wizards fight with their magic wands. Using this sample footage, he shows how to generate particles with After Effect's built-in plugins, dives into the settings to adjust their appearance, and retimes and color grades the scene to create a particular magical mood. Plus, learn about green-screen removal techniques, background plate repair, CG particles, and rotoscoping techniques. This course covers puffs, sparkles, blobs, flares, smoke, sparks, and blasts, so you'll be prepared to create particles for almost any scenario. Umfang: 02:50:23.00
Inhalt: Boris FX Silhouette offers powerful tools for masking, rotoscoping, motion tracking, and paint fixing, which are important cornerstones of visual effects compositing. This course provides motion graphics and visual effects artists with a solid introduction to Silhouette, allowing them to quickly master its core tools, functions, and workflows. Instructor Lee Lanier demonstrates techniques such as drawing, editing, and animating masks; isolating a foreground with Power Matte; keying a green screen with zMatte; point and planar tracking; painting; image and time warping; and color grading. Each chapter contains step-by-step projects featuring high-quality example footage, helping you understand how to transition the techniques to real-world workflows. Umfang: 02:07:11
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