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Md Tausif Raza Ansari

Учасник із 2024

Золота ліга

Кількість балів: 9780
Encoder-Decoder Architecture Earned лист. 5, 2024 EST
Attention Mechanism Earned лист. 5, 2024 EST
Responsible AI: Applying AI Principles with Google Cloud - Yкраїнська Earned лист. 5, 2024 EST
Deploying Search and Chat Apps using Agent Builder Earned жовт. 30, 2024 EDT
Integrate Vertex AI Search and Conversation into Voice and Chat Apps Earned жовт. 29, 2024 EDT
Introduction to Data Analytics on Google Cloud Earned жовт. 22, 2024 EDT
Text Prompt Engineering Techniques Earned вер. 27, 2024 EDT
Generative AI Fundamentals Earned вер. 11, 2024 EDT

This course gives you a synopsis of the encoder-decoder architecture, which is a powerful and prevalent machine learning architecture for sequence-to-sequence tasks such as machine translation, text summarization, and question answering. You learn about the main components of the encoder-decoder architecture and how to train and serve these models. In the corresponding lab walkthrough, you’ll code in TensorFlow a simple implementation of the encoder-decoder architecture for poetry generation from the beginning.

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This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. You will learn how attention works, and how it can be used to improve the performance of a variety of machine learning tasks, including machine translation, text summarization, and question answering. This course is estimated to take approximately 45 minutes to complete.

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Що більше штучний інтелект і машинне навчання використовуються в корпоративних середовищах, то нагальнішою стає потреба розробити принципи відповідального ставлення до них. Однак говорити про принципи відповідального використання штучного інтелекту легше, ніж застосовувати їх на практиці. Цей курс допоможе вам дізнатись, як запровадити відповідальну роботу зі штучним інтелектом у вашій організації. У цьому курсі ви дізнаєтеся про підхід Google Cloud до відповідального використання ШІ, а також отримаєте практичні поради й набудете досвіду, який допоможе вам розробити власний підхід до цього завдання.

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This quest will test your ability to create and deploy both Search applications and Chatbots using Vertex AI Agent Builder and Dialgflow. You will also be tasked with implementing a custom RAG system that uses the Discovery API to query a Vertex AI Data Store and use Gemini to answer user questions. You will use the following technologies and Google Cloud services: Vertex AI Agent Builder Search Apps Agents Gemini The assessment is divided into three main tasks: Building and deploying a Website Search App Deploying a Chatbot built using Vertex AI Agent Builder Creating a Custom Q&A Solution using the Discovery API

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This course on Integrate Vertex AI Search and Conversation into Voice and Chat Apps is composed of a set of labs to give you a hands on experience to interacting with new Generative AI technologies. You will learn how to create end-to-end search and conversational experiences by following examples. These technologies complement predefined intent-based chat experiences created in Dialogflow with LLM-based, generative answers that can be based on your own data. Also, they allow you to porvide enterprise-grade search experiences for internal and external websites to search documents, structure data and public websites.

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In this beginner-level course, you will learn about the Data Analytics workflow on Google Cloud and the tools you can use to explore, analyze, and visualize data and share your findings with stakeholders. Using a case study along with hands-on labs, lectures, and quizzes/demos, the course will demonstrate how to go from raw datasets to clean data to impactful visualizations and dashboards. Whether you already work with data and want to learn how to be successful on Google Cloud, or you’re looking to progress in your career, this course will help you get started. Almost anyone who performs or uses data analysis in their work can benefit from this course.

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Text Prompt Engineering Techniques introduces you to consider different strategic approaches & techniques to deploy when writing prompts for text-based generative AI tasks.

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Earn a skill badge by passing the final quiz, you'll demonstrate your understanding of foundational concepts in generative AI. A skill badge is a digital badge issued by Google Cloud in recognition of your knowledge of Google Cloud products and services. Share your skill badge by making your profile public and adding it to your social media profile.

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