Business professionals in non-technical roles have a unique opportunity to lead or influence machine learning projects. If you have questions about machine learning and want to understand how to use it, without the technical jargon, this course is for you. Learn how to translate business problems into machine learning use cases and vet them for feasibility and impact. Find out how you can discover unexpected use cases, recognize the phases of an ML project and considerations within each, and gain confidence to propose a custom ML use case to your team or leadership or translate the requirements to a technical team.

Monitoring & Telemetry for Production Systems is a concise guided project about various methods of monitoring Production Servers to ensure Reliability of Web Services, Sites, Servers and Applications. This guided-project introduces you to Monitoring & Telemetry for Production Systems. The tasks comprising this project demonstrate how Production Servers and Applications are monitored and the tools used in the process. For a successful DevOps setup, a good monitoring platform lets you monitor infrastructure and application performance, whether on-premise, in the cloud, or across containerized environments — so you have complete visibility into every system, all the time. This guided-project introduces you to these tenets of monitoring wit h meaningful hands-on exercises. By the end of this project, you will be able to: - Learn Monitoring & Telemetry Fundamentals - Equip yourself with Linux Command line Monitoring Tools - Understand how to perform Server & Docker Container Monitoring with Netdata & Cadvisor - Perform Application Monitoring & Telemetry with Prometheus & Grafana - Part I - Perform Application Monitoring & Telemetry with Prometheus & Grafana - Part II - Implement Log Monitoring & Analysis with ELK Stack

React Native is an open-source framework for building cross-platform applications (apps) using React and the platform’s native capabilities. In this course, you will move from the basics of React to a more advanced implementation using React Native. You’ll review a wide range of different React components and ways of styling them. And you’ll get to practice using different mobile methods of interactivity with React Native. Some of the basics skills you will learn include: • Building a single-page React Native app and styling it using basic components • Building large lists and configuring user inputs within a React Native app • Using the Pressable component to build buttons and other clickable areas • Setting up an app with React Navigation and moving between screens You’ll gain experience with the following tools and software: • React • React Native • Front End development languages (HTML, CSS and JavaScript) • JSX • Code editing programs, such as Expo and Visual Studio Code This course is for learners who would like to prepare themselves for a career in mobile development. To succeed in this course, you will need foundational knowledge of React basics, internet navigation skills and an eagerness to code.

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will use an AI Platform Notebook instance to retrieve as many transactions as possible from BigQuery within 2 degrees of separation from the pizza exchange, post-process the transactions to remove excess transaction, then visualize the directed graph.

Salesforce Reporting focuses on how the micro-level changes in Salesforce affect the macro level of the user experience. In this course, you will focus on creating custom objects, field dependencies, and work flows to track accounts or services. It is also important that you maintain data clean for your organization and you will work with creating reports, managing data, and creating full reports and dashboards. Lastly, you will focus on your customer base with Salesforce Service Cloud to maintain engagement through your services. The course includes in-depth readings and practical application activities within Salesforce's Trailhead education platform, peer discussion opportunities, demonstration videos, and peer review assignments.

By the end of this Project, you will be able to understand how to create a Custom VPC and configure it based on your business needs and the detailed theory behind each tasks you are going to do inside this Project.

This course discusses how environments are managed in Apigee hybrid, and how runtime plane components are secured. You will also learn how to deploy and debug API proxies in Apigee hybrid, and about capacity planning and scaling.

Are you looking to get more technical? Are you looking to begin working in the cloud, but don’t know where to go next? Are you looking to up your game by prepping for the AWS Solutions Architect Associate Exam? Do you see yourself as a cloud consultant, but can’t quite envision how your days would be? Are you puzzled how to match a customer’s requirements with the right AWS services/solutions? If so, you are in the right place!! You’ll learn how to plan, think, and act like a Solution Architect in a real-life customer scenario. In this course, you’ll get prepared to begin your career architecting solutions on AWS. Through a series of use case scenarios and practical learning, you’ll learn to identify services and features to build resilient, secure, and highly available IT solutions in the AWS Cloud. Each week, a fictional customer will present a different need. We will then review the options, choose the best one for the use case and walk you through the architecture design on a whiteboard. You’ll learn about event-driven architectures with a focus on performance efficiency and cost. You’ll then gain knowledge on how to architect a solution using many purpose-built AWS services. With this understanding, you’ll get a sense of hybrid architectures with a refined focus on reliability and operational efficiency. Finally, you’ll wrap up your learning by understanding a multi-account strategy centered on security and cost.

This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab, you will learn how to create a persistent disk and use it on a Google Compute Engine virtual machine. You will also learn about zones, regions, and different disk types. Watch the short preview Create a Persistent Disk, GCP Essentials.

In this course, each module aims to build on your ability to interact with GKE, and includes hands-on labs for you to experience functionalities first-hand. In the first module, you'll be introduced to a range of Google Cloud services and features, with a view to helping you choose the right Google Cloud services to create your own cloud solution. You'll learn about creating a container using Cloud Build, and store a container in Container Registry. You'll also compare and contrast the features of Kubernetes and Google Kubernetes Engine, also referred to as GKE. In addition to conceptualizing the Kubernetes architecture, you'll deploy a Kubernetes cluster using GKE, deploy Pods to a GKE cluster, and view and manage Kubernetes objects.