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Sort and Filter Data in SQL using MySQL Workbench
In this project you will use MySQL Workbench to write SQL queries that retrieve, sort, and filter data from tables in a relational database. Adding filtering to a query ensures that only the data needed is displayed in the query result. Sorting is applied to arrange the rows in that query result into an order that is meaningful to the data’s user. Adding code to an SQL query to filter and sort data generates a query result that makes data analysis easier for users, enabling more effective decision-making.
Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Accelerating GKE Incident Response with Prisma Cloud and Cortex XSOAR
This is a self-paced lab that takes place in the Google Cloud console. Learn how to automate the response to a security incident with Prisma Cloud Compute, Cortex XSOAR, additional integrations, and a playbook.
Image Classification on Autopilot with AWS AutoGluon
Hello everyone and welcome to this new hands-on project on image classification with Amazon Web Services (AWS) AutoGluon. In this project, we will train several deep neural networks models to classify images using a powerful library known as AutoGluon. AutoGluon is the library behind AWS SageMaker autopilot and it allows for quick prototyping of several powerful models using a few lines of code.
Oracle Cloud Infrastructure Architect Professional
Welcome to the course Oracle Cloud Infrastructure Architect Professional. This course prepares you for the highest level of OCI certification, Oracle Cloud Infrastructure Architect Professional. Take a deep dive into designing and deploying Oracle Cloud Infrastructure solutions and learn Cloud-Native, microservices and serverless architectures.
Configure and Verify EIGRP
Welcome to the CCNA 1.7: Configuring and Verifying EIGRP. This project is the seventh in a CCNA learning series that is designed to help you acquire the hands-on skills required to pass the CCNA certification exam.
In this 2-hour guided project, you will configure EIGRP on Cisco routers, troubleshoot EIGRP connectivity, and verify EIGRP routes on Cisco routers.
JavaScript Security Part 3
This course covers Serverless Javascript and Web Developer Desktop Security.
Machine Learning in the Enterprise
This course encompasses a real-world practical approach to the ML Workflow: a case study approach that presents an ML team faced with several ML business requirements and use cases. This team must understand the tools required for data management and governance and consider the best approach for data preprocessing: from providing an overview of Dataflow and Dataprep to using BigQuery for preprocessing tasks.
The team is presented with three options to build machine learning models for two specific use cases. This course explains why the team would use AutoML, BigQuery ML, or custom training to achieve their objectives. A deeper dive into custom training is presented in this course. We describe custom training requirements from training code structure, storage, and loading large datasets to exporting a trained model.
You will build a custom training machine learning model, which allows you to build a container image with little knowledge of Docker.
The case study team examines hyperparameter tuning using Vertex Vizier and how it can be used to improve model performance. To understand more about model improvement, we dive into a bit of theory: we discuss regularization, dealing with sparsity, and many other essential concepts and principles. We end with an overview of prediction and model monitoring and how Vertex AI can be used to manage ML models.
Securing Google Cloud with CFT Scorecard
This is a self-paced lab that takes place in the Google Cloud console. CFT Scorecard is a utility you can combine with Forseti policies to check for violations in your Google Cloud environment.
Build a Firebase Android Application (Part II)
This 1.5 hours project-bases course is a continuation of the class Build a Firebase Android Application (Part I). In this class, you will learn about Google Firebase user authentication and how to use security rules to enforce data integrity and control user access.
This class requires basic to intermediate to advance experience in Android application development in Java, and basic Firebase development as prerequisites.
A free Google and a free Appetize.io accounts are also required to participate in this class.
Configuring Networks via gcloud
This is a self-paced lab that takes place in the Google Cloud console. In this lab you use the gcloud command line to create VPC networks, subnets, and VM instances, then test connectivity.
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