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Evaluating Large Language Model Outputs: A Practical GuideNew

Evaluating Large Language Model Outputs: A Practical Guide

This course addresses evaluating Large Language Models (LLMs), starting with foundational evaluation methods, exploring advanced techniques with Vertex AI's tools like Automatic Metrics and AutoSxS, and forecasting the evolution of generative AI evaluation. It emphasizes practical applications, and the integration of human judgment alongside automatic methods, and prepares learners for future trends in AI evaluation across various media including text, images, and audio. This comprehensive approach ensures learners are equipped to assess LLMs effectively, enhancing business strategies and innovation.

This course addresses evaluating Large Language Models (LLMs), starting with foundational evaluation methods, exploring advanced techniques with Vertex AI's tools like Automatic Metrics and AutoSxS, and forecasting the evolution of generative AI evaluation. It emphasizes practical applications, and the integration of human judgment alongside automatic methods, and prepares learners for future trends in AI evaluation across various media including text, images, and audio. This comprehensive approach ensures learners are equipped to assess LLMs effectively, enhancing business strategies and innovation. 

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CourseProduct ID: OC-2024-C1O0W
Microsoft Azure Functions – Developing Serverless Solutions

Microsoft Azure Functions – Developing Serverless Solutions

Azure Functions is one of the quickest and easiest ways to get your code running in Azure while maintaining a cost-effective and serverless model. In this course, Microsoft Azure Functions - Developing Serverless Solutions, you will learn how to create your own Azure Functions apps and visualize how full applications can be built using Azure Functions' powerful, yet simple model. We will explore the tools needed to support development, both locally and in the Azure Portal, and explore the different triggers, bindings and deployment models that are possible. Along the way, you will learn how to: Understand Azure Functions Hosting Plans Explore C#, TypeScript, and other language options for Azure Functions Develop and test Azure Functions using Azure Portal editor. Develop and test and deploy Azure Functions using Visual Studio and Visual Studio Code Create and Manage Azure Functions Using Azure Portal - Web-Based Using Azure Functions Core Tools (Cross Platform) Using Visual Studio Code (Cross Platform) Using Visual Studio (2019/2022) Understand Azure Functions Bindings and Triggers Use Azure CosmosDBwith Azure Functions Monitor Azure Functions for performance and potential errors using Application Insights Deploy Azure Functions App Build Client Application to interact with Azure Functions Setup CORS Policies for Azure Function App Explore Security with Azure AD for deployed Azure Function Apps By the end of this course, you should have a fundamental understanding of what Microsoft Azure Functions are, how they can be used and how they can interact with other services. This course aligns with the training required for the Exam AZ-204: Developing Solutions for Microsoft Azure examination, though it is not an official training guide.

Azure Functions is one of the quickest and easiest ways to get your code running in Azure while maintaining a cost-effective and serverless model. In this course, Microsoft Azure Functions - Developing Serverless Solutions, you will learn how to create your own Azure Functions apps and visualize how full applications can be built using Azure Functions' powerful, yet simple model. We will explore the tools needed to support development, both locally and in the Azure Portal, and explore the different triggers, bindings and deployment models that are possible. Along the way, you will learn how to:
  • Understand Azure Functions Hosting Plans
  • Explore C#, TypeScript, and other language options for Azure Functions
  • Develop and test Azure Functions using Azure Portal editor.
  • Develop and test and deploy Azure Functions using Visual Studio and Visual Studio Code
  • Create and Manage Azure Functions
    • Using Azure Portal - Web-Based
    • Using Azure Functions Core Tools (Cross Platform)
    • Using Visual Studio Code (Cross Platform)
    • Using Visual Studio (2019/2022)
  • Understand Azure Functions Bindings and Triggers
  • Use Azure CosmosDBwith Azure Functions
  • Monitor Azure Functions for performance and potential errors using Application Insights
  • Deploy Azure Functions App
  • Build Client Application to interact with Azure Functions
  • Setup CORS Policies for Azure Function App
  • Explore Security with Azure AD for deployed Azure Function Apps
By the end of this course, you should have a fundamental understanding of what Microsoft Azure Functions are, how they can be used and how they can interact with other services. This course aligns with the training required for the Exam AZ-204: Developing Solutions for Microsoft Azure examination, though it is not an official training guide.

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CourseProduct ID: OC-2024-C18GH
Exploring Alexa Voice Services and Alexa Gadgets

Exploring Alexa Voice Services and Alexa Gadgets

This course is meant for anyone who wants to build customized voice-enabled devices and fun-filled Alexa Gadgets and gain confidence in the development of voice-enabled products.  If you are an engineer who wants to start working with voice-first technology or a hobbyist looking to make cool projects using voice interactions you will find this course very useful. This is because this course gives equal importance to both the projects as well as the concepts.

This course is meant for anyone who wants to build customized voice-enabled devices and fun-filled Alexa Gadgets and gain confidence in the development of voice-enabled products.  If you are an engineer who wants to start working with voice-first technology or a hobbyist looking to make cool projects using voice interactions you will find this course very useful. This is because this course gives equal importance to both the projects as well as the concepts. 

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CourseProduct ID: OC-2024-C32VS
Advanced Alexa

Advanced Alexa

This course will help you in learning advanced concepts in Alexa and build great skills with good conversational elements and great purpose.  Designing for voice is the next big thing that is going to happen, where the Developers who have great knowledge of the advanced concepts available in Alexa can make a great life by building skills individually or for companies that use voice as one way to perform operations.  So, if you want to be the voice-first designer and developer, then this course is for you. All the concepts that are required for building Alexa skills with good voice design are illustrated with good examples.

This course will help you in learning advanced concepts in Alexa and build great skills with good conversational elements and great purpose.  Designing for voice is the next big thing that is going to happen, where the Developers who have great knowledge of the advanced concepts available in Alexa can make a great life by building skills individually or for companies that use voice as one way to perform operations.  So, if you want to be the voice-first designer and developer, then this course is for you. All the concepts that are required for building Alexa skills with good voice design are illustrated with good examples. 

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CourseProduct ID: OC-2024-C39KW
Microsoft AZ-900 The Easy Way

Microsoft AZ-900 The Easy Way

This course has all the learning materials required to understand and pass the AZ-900 exam, all in one place. We have lessons that explain the key concepts of cloud in general and Azure in particular and walks you through various Azure services.

 This course has all the learning materials required to understand and pass the AZ-900 exam, all in one place. We have lessons that explain the key concepts of cloud in general and Azure in particular and walks you through various Azure services. 

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CourseProduct ID: OC-2024-C1ETF
Introduction to Microsoft Azure IoT

Introduction to Microsoft Azure IoT

This course is meant for anyone who wants to build real-world IoT applications using Microsoft Azure Cloud services.  If you are an engineer who wants to start working with one of the most popular cloud-based IoT platforms or a hobbyist looking to enter the world of the Internet of Things, you will find this course very useful. This course gives equal importance to both the projects as well as the concepts.

 This course is meant for anyone who wants to build real-world IoT applications using Microsoft Azure Cloud services.  If you are an engineer who wants to start working with one of the most popular cloud-based IoT platforms or a hobbyist looking to enter the world of the Internet of Things, you will find this course very useful. This course gives equal importance to both the projects as well as the concepts.

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CourseProduct ID: OC-2024-C1VCL
Introduction to AWS IoT

Introduction to AWS IoT

This course is meant for anyone who wants to build real-world IoT applications using Amazon Web Services. If you are an engineer who wants to start working with one of the most popular cloud-based IoT platforms or a hobbyist looking to enter the world of the Internet of Things, you will find this course very useful. This course gives equal importance to both the projects as well as the concepts.

This course is meant for anyone who wants to build real-world IoT applications using Amazon Web Services. If you are an engineer who wants to start working with one of the most popular cloud-based IoT platforms or a hobbyist looking to enter the world of the Internet of Things, you will find this course very useful. This course gives equal importance to both the projects as well as the concepts. 

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CourseProduct ID: OC-2024-C11N3
Introduction to Google Cloud IoT

Introduction to Google Cloud IoT

This course is meant for anyone who wants to build exciting projects on Google cloud platform and take their IoT projects to the next level  If you are a hobbyist looking to get started with Google Cloud Platform or a student who wants to know how to build IoT applications on the Google IoT core and on the Google Cloud Platform, you will find this course very useful. This course gives equal importance to both the projects as well as the concepts.

 This course is meant for anyone who wants to build exciting projects on Google cloud platform and take their IoT projects to the next level  If you are a hobbyist looking to get started with Google Cloud Platform or a student who wants to know how to build IoT applications on the Google IoT core and on the Google Cloud Platform, you will find this course very useful. This course gives equal importance to both the projects as well as the concepts.

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CourseProduct ID: OC-2024-C1BNN
Learn Alexa the fun Way

Learn Alexa the fun Way

This course is meant for anyone who wants to build many fun-filled Alexa skills and publish them for the whole world to use.  If you are an engineer who wants to get started with Artificial Intelligence or a hobbyist looking to learn about Alexa or earn money by publishing custom Alexa skills, then this course will be perfect for you. This course gives equal importance to both the projects as well as the concepts.

 This course is meant for anyone who wants to build many fun-filled Alexa skills and publish them for the whole world to use.  If you are an engineer who wants to get started with Artificial Intelligence or a hobbyist looking to learn about Alexa or earn money by publishing custom Alexa skills, then this course will be perfect for you. This course gives equal importance to both the projects as well as the concepts. 

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CourseProduct ID: OC-2024-C193J
AWS Certified Cloud Practitioner Certification – Practice Test

AWS Certified Cloud Practitioner Certification – Practice Test

This Course is designed to help you and your team prepare for the AWS Certified Cloud Practitioner exam. AWS Certified Cloud Practitioner is intended for anyone who has basic knowledge of the AWS platform. To earn this certification, you will need to take and pass the AWS Certified Cloud Practitioner exam (CLF-C01). This credential helps organizations identify and develop talent with critical knowledge related to implementing cloud initiatives. Earning AWS Certified Cloud Practitioner validates cloud fluency and foundational AWS knowledge.

This Course is designed to help you and your team prepare for the AWS Certified Cloud Practitioner exam. AWS Certified Cloud Practitioner is intended for anyone who has basic knowledge of the AWS platform. To earn this certification, you will need to take and pass the AWS Certified Cloud Practitioner exam (CLF-C01). This credential helps organizations identify and develop talent with critical knowledge related to implementing cloud initiatives. Earning AWS Certified Cloud Practitioner validates cloud fluency and foundational AWS knowledge.         

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CourseProduct ID: OC-2024-C1F1Y