Introduction to generative ai google This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. Within the last few years, diffusion models became popular in both research and industry. Systems | Page 6 AI has been with us for years, whether “generative” or not Google and other search engines Social media recommendations Conversational user interfaces such as Siri and Alexa Sensor-informed driver assistants in cars and trucks “Auto-complete” and “smart replies Nov 22, 2023 · Generative AI refers to a branch of artificial intelligence that focuses on creating models and algorithms capable of generating new, original content, such as images, text, music, and even videos. A machine 🤖. Offered by Google Cloud. Hands-on labs, included in the course, provide an opportunity to explore the use cases of generative AI through IBM Generative AI Classroom and popular tools like ChatGPT. Qwiklabs provides real Google Cloud environments that help developers and IT professionals learn cloud platforms and software, such as Firebase, Kubernetes and more. md at main · MarwanAl-Obaidi/Google This module is designed to provide a comprehensive understanding of Vertex AI, a powerful and unified platform for machine learning. Learn what Generative AI is, its applications, and how it differs from traditional machine learning. Completed a 5-course learning path on GenerativeAI with Google including: - Introduction to GenerativeAI - Generative AI Fundamentals - Introduction to Responsible AI - Introduction to Large A generative AI model could be trained on a dataset of images of cats and then used to generate new images of cats. Learn how to use generative AI tools to help speed up daily tasks, make more informed decisions, and develop new ideas and content. •Explain the basics of what generative AI tools like ChatGPT can do, including their strengths and limitations. Explore courses, labs, skill badges, and videos for non-technical and technical audiences. A través de lecciones interactivas, demostraciones interesantes y un lab práctico, explorarás el flujo de trabajo de la IA generativa y aprenderás a utilizar Vertex AI Studio para aplicaciones de Gemini multimodal, diseñar instrucciones y ajustar modelos. <p>Este es un curso introductorio de microaprendizaje destinado a explicar qué es la IA generativa, cómo se utiliza y en qué se diferencia de los métodos de aprendizaje automático tradicionales. Sep 12, 2023 · Learn about generative AI, how it can impact your business, and how to use it with Google Cloud. A few This course also covers Google Cloud tools to help you develop your own generative AI apps → https://goo. AWS & DLAI GenAI with LLMs Course; DLAI AI For Everyone Course; Google AI Essentials Course; Google Cloud Introduction to Generative AI Course; Google Prompting Essentials; IBM AI Engineering Professional Certificate; IBM Generative AI Fundamentals Specialization; IBM Introduction to Artificial Intelligence (AI) An Introduction to Generative AI | Cori Faklaris, Assistant Professor, Dept. This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how Generative artificial intelligence (AI) is a type of machine learning model. This repository contains my certificate and quiz answers. This course explores AI's transformative impact, including generative AI, on businesses. It is also important to consider the specific personas and job functions that will be impacted by generative AI, and to develop a plan for how the technology will be used. Sep 12, 2023 · Introduction to Generative AI with Google Cloud. Jan 31, 2024 · Generative AI models are trained and learn the datasets and design within the data based on large datasets and Patterns. Introduction to Generative AI Learning Path From Google共计3条视频，包括：Introduction to Generative AI、Introduction to Large Language Models、Introduction to Responsible AI等，UP主更多精彩视频，请关注UP账号。 This module is designed to provide a comprehensive understanding of Vertex AI, a powerful and unified platform for machine learning. You’ll get an introduction to gen AI, large language models, responsible AI, and how to apply AI principals with Google Cloud 独自の生成 AI アプリを作成する際に利用できる Google ツールも紹介します。 このアクティビティを完了して、バッジを獲得しましょう。 開発したスキルを公開して、クラウド分野でのキャリアをアピールしてください。 May 17, 2023 · 6. Oct 31, 2024 · Introduction to Generative AI Duration: 45 minutes An introductory course covering the basics of generative AI, its applications, and differences from traditional machine learning, including Google tools for developing AI models. Develop and scale AI responsibly. Embark on a captivating journey into the world of Generative AI with this concise, 30-minute course offered for free by Google. It refers to a technology that creates new content such as text, images, music, etc. Then, dive deeper into multimodal prompts and multimodal RAG with Gemini to generate text and visual data. Synopsis. It also covers Google Tools to help you develop your own Gen AI This course introduces Vertex AI Studio, a tool for prototyping and customizing generative AI models. This Google Cloud Generative AI course is designed to equip learners with comprehensive knowledge and skills in generative AI, spanning beginner, intermediate, and advanced levels. Learn from Google experts to use AI tools in real-world scenarios, from idea generation to email drafting. Sep 23, 2024 · Introduction to Generative AI. Jul 11, 2023 · The Artificial Intelligence (AI) ecosystem has evolved rapidly in the last five years, with Generative AI (GAI) leading this evolution. Este es un curso introductorio de microaprendizaje destinado a explicar qué es la IA generativa, cómo se utiliza y en qué se diferencia de los métodos de aprendizaje automático tradicionales. Enroll for Free. Also, Working of Generative AI. It also explains how AI can revolutionize your work and environment and what career opportunities it offers. Descrive inoltre gli strumenti Google che possono aiutarti a sviluppare le tue app Gen AI. Introduction to Offered by Google Cloud. この入門レベルのマイクロラーニング コースでは、生成 ai の概要、利用方法、従来の機械学習の手法との違いについて説明します。 独自の生成 AI アプリを作成する際に利用できる Google ツールも紹介します。 Learn how to develop an AI project on Google Cloud, use diffusion models for image generation, and build a search application with Vector Search and embeddings. In this short video, you'll learn about Generative AI Studio's features Introduction to Generative AI - Français. Questo è un corso di microlearning di livello introduttivo volto a spiegare cos'è l'AI generativa, come viene utilizzata e in che modo differisce dai tradizionali metodi di machine learning. Dec 1, 2023 · Learn the basics and advanced skills of generative AI with Google Cloud tools and resources. </p> Bring generative AI into your workflow Increase productivity at work with help from generative AI. Feb 15, 2024 · About. Through immersive lessons, engaging demos, and a hands-on lab, you'll explore the generative AI workflow and learn how to leverage Vertex AI Studio for Gemini multimodal applications, prompt design, and model tuning. Nov 4, 2024 · This guide offers an introduction to generative AI, guidance on using AI tools, and additional resources for learning more and getting help Jun 12, 2023 · Option 3: Generative AI is a type of artificial intelligence (AI) that can create new content, such as text, images, audio, and video. • Describe generative AI applications. Then, you'll be introduced to Azure services for generative AI, including Azure OpenAI service, Azure Bot service, and Azure Machine Learning. </p> Get Started with AI. Jun 10, 2024 · A foundational understanding of Generative AI, its capabilities, applications, and the critical issues surrounding its development and use. gle/3NGqBjE 2) Introduction to Large Language Models Explore what LLMs are, where they Oct 16, 2024 · Learning Path: Build and modernize applications with generative AI: Learn how to enhance your projects and build end-to-end applications on Google Cloud with the power of generative AI. Professionals: Individuals looking to enhance their skills in generative AI and apply advanced techniques to create innovative solutions across various domains. This learning path provides an overview of generative AI concepts, from the fundamentals of large language models to responsible AI principles. • Describe generative AI model types. Explore Generative AI with this introductory microlearning course on Coursera by Google Cloud. 3 days ago · Migrate from Google AI to Vertex AI; Generate text using Generative AI Model; Introduction: Start with a sentence that grabs the reader's attention. Discover Google Tools to develop your own Gen AI apps. In this course, you'll explore how generative AI works and types of generative AI models. Systems | Page 8 How Generative AI works (admittedly oversimplified) The system generates text or images using its previously built model of the statistical distributions of tokens (= “chunks” of words, punctuation marks, Generative AI is, how it is used, and how it differs from traditional machine learning methods. AWS & DLAI GenAI with LLMs Course; DLAI AI For Everyone Course; Google AI Essentials Course; Google Cloud Introduction to Generative AI Course; Google Prompting Essentials; IBM AI Engineering Professional Certificate; IBM Generative AI Fundamentals Specialization; IBM Introduction to Artificial Intelligence (AI) Today, we embark on a quest to understand and harness the power of Generative AI—a field that has revolutionized the way we perceive creativity in machines. 這個入門微學習課程主要說明生成式 AI 的定義和使用方式，以及此 AI 與傳統機器學習方法的差異。本課程也會介紹各項 Google 工具，協助您開發自己的生成式 AI 應用程式。 Enroll for free. Applied Learning Project Definition and concept of Generative AI; Functioning and workings of Generative AI; Various types of Generative AI models; Real-world applications of Generative AI; Course Features: Microlearning format: The course is designed to be delivered in a concise and focused manner, allowing learners to grasp key concepts efficiently. This a course offered by Google on Coursera regarding Generative AI. Diffusion models underpin many state-of-the-art image generation models and tools This module provides an introduction to the fundamentals of generative AI, covering its basic concepts, ethical implications, and the responsibilities of developers using these technologies. Dec 1, 2023 · What is Generative AI Studio? - Check out this quick video to learn how you can use Generative AI Studio. <p>This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. Bring generative AI into your workflow Increase productivity at work with help from generative AI. gle/3NGqBjE 2) Introduction to Large Language Models Explore what LLMs are, where they How anyone can experience the AI in Google products and services, and discover the latest experimental AI tools and technology. What you'll Understand why Google has put AI principles in place. Generative AI models have several capabilities and applications, but for this curriculum we'll explore how it's revolutionizing education through a fictional startup. Learn the basics of generative AI, large language models, and responsible AI principles with Google Cloud tools and products. Introduction to Large Language Models Sep 20, 2023 · Video Session: 6-minute introduction to the course: Gain a high-level overview of what the course entails, setting expectations for the learning journey. Dec 2, 2024 · Over 140,000 developers took a free, five-day generative AI course from Google and Kaggle. Introduction to Large Language Models Duration: 30 minutes Get Started with AI. - Google-Generative-AI-Learning-Path/01 Introduction to Generative AI. A Generative AI Learning Path with a technical focus, built for App Developers, Machine Learning Engineers, and Data Scientists. This specialization exploes the foundations of large language models (LLMs), their diverse applications, and the ethical considerations crucial for responsible AI development and deployment. It also introduces Google's 7 AI principles. Starting building your AI skills with one of these courses or specializations on Coursera: For a quick, one-hour introduction to generative AI, consider enrolling in Google Cloud’s Introduction to Generative AI. mimics “cognitive functions“ that humans associate with other human minds 🧠. Nov 12, 2023 · Write better code with AI DhruvChaurasia3418 / Google-CLoud-Quiz-Solutions-November-2023 Public. google This module introduces generative AI (gen AI), the newest advancement in AI, and the essential toolkits for developing gen AI projects. 4 Hands-On Introduction to Generative AI on Google Cloud Practical demonstration of getting started with Generative AI development on Google Cloud Step-by-step guide on setting up and using A generative AI model could be trained on a dataset of images of cats and then used to generate new images of cats. book Course Nice course on "Introduction to Generative AI". En este curso, se presenta Vertex AI Studio, una herramienta para crear prototipos de modelos de IA generativa y personalizarlos. Learned Outcomes: This course deals with Definig Generative AI. of Software and Info. También abarca las herramientas de Google para ayudarte a desarrollar tus propias aplicaciones de IA generativa. Aspiring Students: Individuals eager to enter the field of generative AI and apply generative AI techniques to tackle complex problems and generate creative content across different fields. Unlike traditional AI models that are trained to perform specific tasks, generative AI models aim to learn and mimic patterns from existing data to Nov 12, 2024 · Describe potential harms and benefits of AI, and the importance of building AI responsibly. 0 License , and code samples are licensed under the Apache 2. Apr 1, 2024 · This article explores how generative AI interprets inputs spanning text, image, Introduction to Generative AI: Empowering Enterprises Through Disruptive Innovation Tacotron 2 (Google . Earn a certificate upon completion. New to AI? With Google AI Essentials, you’ll discover how you can use AI to assist, empower, and inspire you. And it builds on existing technologies, like large language models (LLMs). Some generative AI models require more <p>This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Aug 22, 2023 · また、Google の AI に関する 7 つの原則についても説明します。 Generative AI Fundamentals - 日本語版: 「Introduction to Generative AI」、「Introduction to Large Language Models」、「Introduction to Responsible AI」の各コースを修了すると、スキルバッジを獲得できます。最終テストに <p>This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. Introduction to Generative AI. 4-minute video on Google and Responsible •Recognize different types of generative AI tools and understand how this technology is continuously evolving. Google Cloud Introduction to Generative AI Course; Questo è un corso di microlearning di livello introduttivo volto a spiegare cos'è l'AI generativa, come viene utilizzata e in che modo differisce dai tradizionali metodi di machine learning. This course also covers Google Cloud tools to help you develop your own generative AI apps → https://goo. This learning path consists of five activities, including courses, labs, and badges. Learn how to use Gemini, the AI-powered assistant from Google, built right into Gmail, Docs, Sheets, and more. Nov 22, 2023 · Introduction to Generative AI This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how… www. </p> You will learn about the capabilities and features of common generative AI models and tools, such as GPT, DALL-E, Stable Diffusion, and Synthesia. 7 billion in 2023. </p> Google AI Essentials is a self-paced course on Coursera, teaching essential AI skills to boost productivity. Instructor: Google Cloud Training. Learn what Generative AI is, how it differs from traditional machine learning, and how to use Google Tools to develop your own Gen AI apps. 5 days ago · To learn how supervised fine-tuning can be used in a solution that builds a generative AI knowledge base, see Jump Start Solution: Generative AI knowledge base. Oct 25, 2024 · This course introduces Vertex AI Studio, a tool for prototyping and customizing generative AI models. It gives an example of each type of model, noting that a generative model could be trained on images of cats and used to generate new images of cats, while a discriminative model could be trained on images of cats and dogs and used to classify new images as Ini adalah kursus pengantar pembelajaran mikro yang bertujuan untuk mendefinisikan AI Generatif, cara penggunaannya, dan perbedaannya dari metode machine learning konvensional. Artificial Intelligence. ML gives computers the ability to learn without Sep 28, 2023 · Introduction to Responsible AI - コース; Generative AI Fundamentals - スキルバッジ獲得; Responsible AI: Applying AI Principals with Google Cloud - コース; Generative AI for Developers - この学習パスは、技術的なハンズオンラボとコースの組み合わせになっており、受講に Google Cloud の This learning path offers a comprehensive introduction to generative AI. Generative Artificial Intelligence (AI) represents the pinnacle of AI technology, pushing the boundaries of what was once thought impossible. We'll refer to this startup as our Jun 8, 2023 · By earning the skill badge, you will demonstrate your understanding of foundational concepts in generative AI. An Introduction to Generative AI | Cori Faklaris, Assistant Professor, Dept. Generative AI Studio also uses a variety of techniques to improve the performance and accuracy of its models, including: Jun 10, 2024 · Generative models can be considered a subset of generative AI (gen AI). Dates: 4 December 2024 Duration: 1 day Level: Beginner Venue: Singapore University of Social Sciences. The topics covered in the courses include: 1. 本课程介绍 Vertex AI Studio，这是一种用于生成式 AI 模型原型设计和自定义的工具。通过沉浸式课程、互动式演示和实操实验，您将探索生成式 AI 工作流，了解如何将 Vertex AI Studio 用于多模态 🚀Excited to share my latest learning: the "Introduction to Generative AI" badge from Google Cloud! 🌟 This course opened up a whole new world of possibilities in the realm of artificial Apr 11, 2023 · To talk through common questions about generative AI, large language models, machine learning and more, we sat down with Douglas Eck, a senior research director at Google. It does this by learning from existing data and then using that knowledge to generate new and unique outputs. Sep 12, 2023 · To get started with generative AI, it is important to identify a specific domain where it can be used to automate or accelerate tasks, generate ideas, or analyze data. Learn what it is, how it’s used, and why it is different from other machine learning This document provides an introduction to generative AI and discusses the differences between generative and discriminative AI models. Mar 16, 2024 · Unlocking the Power of Generative AI with Google Cloud Vertex AI can help you can create your own: Chatbots Digital assistants Custom search engines Knowledge bases Training applications And more Dec 12, 2023 · 2. gle/3NGqBjE 2) Introduction to Large Language Models Explore what LLMs are, where they Google has curated a series of 9 free courses forming a dedicated learning path for Generative AI. Participants learned through podcasts, whitepapers, code labs, and live sessions with Google experts. Best for Learning Basic Generative AI Concepts | Beginner Level. Identify the need for a responsible AI practice within an organization. Describe examples of Responsible AI dimensions and how they are implemented. No experience needed. The topics encompassed in the courses include an introduction to LLMs, the attention mechanism How anyone can experience the AI in Google products and services, and discover the latest experimental AI tools and technology. It also covers Google tools to help you develop your own Gen AI apps. Oct 6, 2023 · INTRODUCTION TO GENERATIVE AI LEARNING PATH. It explores the technologies, products, and tools available throughout the data-to-AI life cycle, encompassing AI foundations, development, and solutions. Finally, the course explores AI ethics and governance, prevalent concerns and issues surrounding the AI landscape. This introduction to generative AI course, offered by Google Cloud Training instructors on Coursera 3 days ago · Build your generative AI skills on Coursera. Watch on-demand courses, labs and videos on topics such as large language models, image generation, responsible AI and more. It also covers Google Tools to help you develop your own Gen AI apps. You can specify these fields by using the Vertex AI REST API or the gcloud ai models upload command. Introduction to Generative AI Explain how generative AI works; Describe generative AI model types; Describe generative AI applications; 2. Learn more Join Google Cloud's AI Trusted Tester Program May 16, 2023 · Introduction to Generative AI with Google Cloud This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. Jul 17, 2024 · Imagine a world where the lines between imagination and reality blur. In fact, the Generative AI market is expected to reach $36 billion by 2028 , compared to $3. This introductory course offers a comprehensive exploration of Generative AI, including Enroll for free. Introduction to Generative AI #2. This path will guide you through essential techniques and tools to integrate gen AI capabilities seamlessly into your development workflow. book Course Jun 14, 2023 · Introduction to Generative AI AI is the theory and development of computer systems able to perform tasks normally requiring human intelligence. This is a free, introductory level microlearning course with a video, a document, and a quiz. No prior knowledge is needed to start learning this course – it's designed for beginners. Google Bard is a generative artificial intelligence (AI) that uses a large language model to facilitate answering questions and creating content for a wide range of topics. 这是一节入门级微课程，旨在解释什么是生成式 AI、它的用途以及与传统机器学习方法的区别。该课程还介绍了可以帮助您开发自己的生成式 AI 应用的各种 Google 工具。 Enroll for free. For Dec 10, 2024 · This section describes fields in your model's containerSpec that you may need to specify when importing generative AI models. Google AI Essentials. Google Cloud Introduction to Generative AI Course; This course introduces Vertex AI Studio, a tool for prototyping and customizing generative AI models. May 18, 2023 · Learn how to use generative AI for text, imagery, audio, and synthetic data with free courses from Google Cloud. These models are capable of generating new content without any human instructions. , by learning from existing data. Diffusion models draw inspiration from physics, specifically thermodynamics. DURATION LEVEL FORMAT • Define generative AI. </p> Introduction to Generative AI - Italiano. A discriminative AI model could be trained on a dataset of images of cats and dogs and then used to classify new images as either cats or dogs. Recognize that organizations can design AI to fit their own business needs and values. md at main · MarwanAl-Obaidi/Google 4 days ago · For more information about using the Vertex AI SDK for Python with Gemini multimodal models, see Introduction to multimodal classes in the Vertex AI SDK for Python. But it's very good finding patterns. •Safely and responsibly use a variety of generative AI tools for personal, research, professional, or educational This path focuses on leveraging the Azure cloud platform to explore and harness the power of generative AI. This no-cost learning path includes four courses, and you will earn a skill badge upon completion for your Google Developer Profile and resumé to validate your knowledge. Starts Dec 20. Python To learn how to install or update the Vertex AI SDK for Python, see Install the Vertex AI SDK for Python . It starts by examining the gen AI workflow on Google Cloud. **Course Overview:** Generative AI represents a pivotal milestone in the evolution of artificial intelligence. It was a brief introduction to Gen AI concepts and how to use LLM APIs to create custom applications. Explore the basics of Generative AI in Google Cloud’s Introduction to Generative AI course. </p> Get the latest information about Generative AI solutions offered by Google Cloud, such as GenAI App Builder, Vertex AI, and Google's AI Infrastructure and AI Ecosystem. Artificial intelligence (AI) powers many apps and services that people use in daily life. Recommended prerequisite: Introduction to Generative AI learning path. Send feedback Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4. For more information, see Container-related API fields. Discover the fundamentals of Generative AI, the different types of models, and where it's used in the real world. Perfect for beginners, this microlearning experience not only demystifies what Generative AI is but also highlights its applications and how it diverges from conventional machine learning techniques. You will gain a foundational understanding of how generative AI works and the importance of ethical considerations in its application. Google has curated a series of 9 free courses forming a dedicated learning path for Generative AI. This learning path guides you through a curated collection of content on generative AI products and technologies, from the fundamentals of Large Language Models to how to create and deploy generative AI solutions on Google Cloud. Introduction to Generative Artificial Intelligence (AI) is a course that provides an overview of generative models and their applications in AI. <p>This is an introductory level micro-learning course that explores what large language models (LLM) are, the use cases where they can be utilized, and how you can use prompt tuning to enhance LLM performance. LLMs are trained on large amounts of text, and they learn to predict the next word in a sentence. They can generate new examples that are similar to the training data. Hint: anyone can try it, even without any code! Introduction to Generative AI Studio - Generative AI helps users prototype and customize models for use in applications. It's not human. Beginner: Introduction to Generative AI Learning Path. <p>This course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. sharedMemorySizeMb. Start course 04 Prompt Design in Vertex AI. Introduction to Generative AI (Google Cloud) Looking for a quick yet comprehensive introduction to Generative AI? This microlearning course from Google Cloud breaks down what Generative AI is all about, how it’s being used, and what sets it apart from traditional machine learning methods. You also have the option to use the search results that you retrieve to ground generative AI LLM responses. Generative AI refers to the subset of artificial intelligence focused on creating new content—from text to images, music, and beyond—based on learning from vast amounts of data. Explore the latest products, models, and use cases for generative AI in the cloud environment. cloudskillsboost. This course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. such as “learning” and “problem solving (Russell & Norvig, 2009) AI, ML & Deep Learning Supervised vs Unsupervised Learning Supervised Learning Unsupervised Learning Generative AI Large Language Models Predicitve ML Aug 20, 2024 · This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. Doug isn’t only working at the forefront of AI, but he also has a background in literature and music research. It aims to help data scientists, AI developers, and ML engineers enhance their skills and Offered by Google Cloud. Kursus ini juga mencakup Alat-alat Google yang dapat membantu Anda mengembangkan aplikasi AI Generatif Anda sendiri. For more information, see the blog post Your RAG powered by Google Search . The topics encompassed in the courses include an introduction to LLMs, the attention mechanism Sep 12, 2023 · To get started with generative AI, it is important to identify a specific domain where it can be used to automate or accelerate tasks, generate ideas, or analyze data. 4 days ago · With Vertex AI Search, you can build a Google-quality search app on data you control. Beginner level learning path provides an overview of generative AI concepts, from the fundamentals of large language models to responsible AI principles. Nov 28, 2024 · 2. The course covered foundational models, prompt engineering, embeddings, and generative AI agents. • Explain how generative AI works. Truly beginner level course. Learn the basics of Generative AI, discover the latest tools and technologies, understand how ChatGPT responds to your messages, and explore other Generative AI applications like 3D modeling. 0 Jan 10, 2024 · Vertex AI — A part of Google Cloud’s Generative AI Studio. It then investigates how to use Gen AI Studio and Model Garden to access Gemini multimodal, design prompt, and tune models. Participants will gain insights into the fundamental concepts, components, and applications of Vertex AI, equipping them with the knowledge needed to leverage its capabilities in real-world scenarios. Recognize that decisions made at all stages of a project have an impact on responsible AI.
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