Course Description: OpenStack is a collaboration between cloud technology experts and developers, resulting in a highly scalable open standard cloud operating system. OpenStack cloud environments can be used for both private and public clouds and depend on a set of core components. This course introduces the OpenStack Cloud offering, cloud service features, and provides some background on the OpenStack Project and Release Cycle. The course presents the logical architecture and provides an introduction to the various project...
Course Title 31: GCP Engineering and Streaming Architecture
Course Description: Feature engineering can be an essential tool in applied machine learning when enhancing a dataset. In this course, you will learn about concepts of feature engineering, including areas of streaming architecture and implementations.
Course Title 30: Machine Learning with TensorFlow and Cloud ML
Course Description: Cloud ML combines the Google Cloud Platform with TensorFlow to create models at scale. In this course, you'll learn about concepts behind TensorFlow and scaling, as well as training models locally and in the cloud.
Course Title 29: Dataflow Autoscaling Pipelines
Course Description: Apache Beam, Cloud Dataflow, and Cloud Dataprep can be used to create data pipelines. In this course, you will learn how areas of Beam, Apache Beam SDK, Cloud Dataflow, and Cloud Dataprep assist in pipeline management.
Course Title 28: APIs and Machine Learning
Course Description: Machine learning and ML APIs are part of the Cloud ML engine. In this course, you'll learn about the various ML APIs and how to implement an app that uses the Vision API.
Course Title 27: Fundamentals of Big Query
Course Description: BigQuery is an essential tool for any data analyst using Google Cloud Platform. This course will focus on BigQuery and describe several operations including multiple table queries, nested and repeated fields and building BigQueries.
Course Title 26: Implementations with BigQuery for Big Data
Course Description: You can query big data using the BigQuery tool in the Google Cloud Platform. In this course, you'll be introduced to the concepts of using BigQuery, including querying data and using the Google API.
Course Title 25: Continued Dataproc Operations
Course Description: Executing Dataproc implementations with big data can provide a variety of methods. This course will continue the study of Dataproc implementations with Spark and Hadoop using the cloud shell and introduce BigQuery PySpark REPL package.
Course Title 24: Google Cloud Dataproc
Course Description: GCP provides fully managed cloud services for running Apache Spark and Hadoop. This course will introduce you to the concepts of cluster management with Dataproc, including machine types and workers.
Course Title 23: GCP Network Data Processing Models
Course Description: You can create and manage an assortment of data processes and network models using GCP. This course will go through the various types, including using a GPU and TensorFlow to create and manage GPU and instances.
Course Title 22: Deeper through GCP Analytics and Scaling
Course Description: The big data industry is getting bigger, and GCP has several management tools designed for common use cases. In this course, you'll be introduced to common concepts and use cases, including analytics tools and operations.
Course Title 21: Google Cloud Platform Storage and Analytics
Course Description: Google Cloud Platform (GCP) offers several services for analytics and storage. This course introduces the storage, compute, and analytics concepts and how they are tied together.
Course Title 20: Google Cloud Platform Fundamentals
Course Description: Google Cloud Platform offers several solutions to streamline any enterprise while keeping costs low. This course covers these benefits, including how to navigate GCP and choose between the various data processing products it provides.
Course Title 19: Google Cloud Virtual Machine Configuration
Course Description: There are differnet methods for deploying virtual machines (VMs) Discover virtual machine deployment methods such as snapshots and templates, and explore VM cloning and instance groups.
Course Title 18: Google Cloud Web Applications and Name Resolution
Course Description: Explore web application, content delivery networks, and DNS name resolution will be covered. You'll also learn about cloud network connections through VPNs and dedicated links.
Course Title 17: Google Cloud Virtual Machine Deployment
Course Description: Discover Windows and Linux virtual machine (VM) deployment and explore how to connect to these VM instances for management purposes.
Course Title 16: Google Cloud Design
Course Description: Explore cloud design considerations related to storage, networking, and virtual machines, as well as high availability, load balancing, and cloud migration options.
Course Title 15: Google Cloud Basics
Course Description: Discover the characteristics that define cloud computing. Explore cloud types such as public and community, and also common cloud service models.
Course Title 14: G Suite: Security, Service, and Mobile Device Management
Course Description: Service configuration settings control G Suite storage, sharing, and Chrome and Google Sync settings. Alerts can also be configured to notify administrators of service changes. User authentication options can enhance security. G Suite allows for centralized mobile device management.
Course Title 13: G Suite: E-mail and Calendar Management
Course Description: This course will demonstrate how G Suite mail settings such as attachment and spam filtering improve the user mail experience. Sharing calendars and creating calendar resources such as conference rooms makes scheduling efficient.
Course Title 12: Google G Suite Admin: User Management
Course Description: This course begins with a G Suite overview, and is followed by various user configurations that are the responsibility of the G Suite administrator. Administrative task delegation will be demonstrated, in addition to the creation of custom roles.
Course Title 11: Google Cloud
Course Description: Google Cloud Platform offers a wide array of powerful IaaS and SaaS cloud solutions. In this course, the various service features and options are explored as well as the necessary steps for getting started with Google Cloud Platform with a Google e-mail account.
Course Title 10: Software Defined Networking Fundamentals
Course Description: Software Defined Networking or SDN enables holistic network management, and intelligent use of network resources, both physical and virtual. In this course, you will explore a vendor neutral overview of SDN and how it works.
Course Title 9: Providing Cloud Security
Course Description: This course explores some of the key risk areas when it comes to security and cloud computing. Although some of the fears in regards to security in the cloud are exaggerated, there are specific areas to be aware and cautious about. The key is knowing your IT infrastructure and needs, as well as carefully assessing the cloud provider offering and security measures. The course introduces control assessment frameworks and models that can be used in assessing your risk in going to the cloud and evaluating the cloud...
Course Title 8: Migrating Infrastructure to the Cloud
Course Description: This course explores the steps you should take in determining if your infrastructure has components that are suitable for a cloud solution. It discusses the Service Oriented Architecture (SOA) and grid computing, and highlights characteristics that make these infrastructures suitable or unsuitable for extension to the cloud. The course also explores the recommended step of analyzing your current infrastructure to inventory data, services, and processes used, as well as identify problem areas that may be addressed...
Course Title 7: Enterprise Data and Cloud Interaction
Course Description: This course provides a closer look at enterprise resources in the cloud and the use of cloud storage services. Cloud storage is of key interest to many consumers as it has a number of advantages over traditional data storage. Cloud-stored data is available from any location that has Internet access. However, depending on the type of business and data, some organizations need to carefully evaluate if and what types of regulations and compliance standards may apply to their data. This course presents the importance of classifying...
Course Title 6: Cloud Technology Enablers
Course Description: This course takes a closer look at the main enabling technologies and core components that allow clouds to function. While the cloud is not necessarily dependant on virtualization, it's widely accepted that any competitive cloud will utilize it. Infrastructural and network connectivity considerations of the modern datacenter are greatly influenced by the requirements of the cloud. Datacenter infrastructure and components must be designed to address security, scalability, disaster recovery, and redundant high-speed...
Course Title 5: Cloud Computing Basics
Course Description: This course provides IT professionals with a working definition of cloud computing, explores the technological precursors of today's cloud as well as the current technologies the cloud is dependant on. Also covered are the benefits and drawbacks of cloud computing for the IT department and business as a whole. It then explores in more detail the different types of services that have become available in the cloud with examples of key pioneers in those areas.
Course Title 4: Virtualization and Data Centers
Course Description: While the cloud is not necessarily dependent on virtualization, it's widely accepted that any competitive cloud will utilize it. Infrastructural and network connectivity considerations of the modern data center are greatly influenced by the requirements of the cloud. Data center infrastructure and components must be designed to address security, scalability, disaster recovery, and redundant high-speed connectivity needed to provide a successful cloud service. This course takes a closer look at the main enabling...
Course Title 3: Cloud Computing Fundamentals: Overview
Course Description: Cloud computing is massively growing in importance in the IT sector as more and more companies are eschewing traditional IT and moving applications and business processes to the cloud. This course provides IT professionals with a working definition of cloud computing, explores the technological precursors of today's cloud, as well as the current technologies the cloud is dependent on. Also covered are the benefits and drawbacks of cloud computing for the IT department and business as a whole. It then explores in more...
Course Title 2: Configuring OpenStack
Course Description: OpenStack uses core software components such as OpenStack Compute, OpenStack Image Service, and OpenStack Object Storage to provide an operating system and logical architecture for private and public clouds. This course covers configuration tasks for OpenStack Compute deployments and configuring reliable storage sources using Object Storage. The course looks at the installation and configuration of the OpenStack Dashboard, and how to use it in managing your cloud resources. It also describes the setup and...
