Introduction to AI and Machine Learning on Google Cloud
Earned Sep 22, 2023 EDT
TensorFlow on Google Cloud
Earned Sep 21, 2023 EDT
Launching into Machine Learning
Earned Sep 12, 2023 EDT
How Google Does Machine Learning
Earned Sep 8, 2023 EDT
Google Cloud Big Data and Machine Learning Fundamentals
Earned Aug 28, 2023 EDT
Generative AI Fundamentals
Earned Aug 25, 2023 EDT
Introduction to Responsible AI - Deutsch
Earned Aug 25, 2023 EDT
Introduction to Large Language Models - Deutsch
Earned Aug 25, 2023 EDT
Introduction to Generative AI - Deutsch
Earned Aug 23, 2023 EDT
This course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. It explores the technologies, products, and tools available throughout the data-to-AI life cycle, encompassing AI foundations, development, and solutions. It aims to help data scientists, AI developers, and ML engineers enhance their skills and knowledge through engaging learning experiences and practical hands-on exercises.
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This course covers designing and building a TensorFlow input data pipeline, building ML models with TensorFlow and Keras, improving the accuracy of ML models, writing ML models for scaled use, and writing specialized ML models.
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The course begins with a discussion about data: how to improve data quality and perform exploratory data analysis. We describe Vertex AI AutoML and how to build, train, and deploy an ML model without writing a single line of code. You will understand the benefits of Big Query ML. We then discuss how to optimize a machine learning (ML) model and how generalization and sampling can help assess the quality of ML models for custom training.
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This course explores what ML is and what problems it can solve. The course also discusses best practices for implementing machine learning. You’re introduced to Vertex AI, a unified platform to quickly build, train, and deploy AutoML machine learning models.
The course discusses the five phases of converting a candidate use case to be driven by machine learning, and why it’s important to not skip them. The course ends with recognizing the biases that ML can amplify and how to recognize them.
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This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.
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Earn a skill badge by completing the Introduction to Generative AI, Introduction to Large Language Models and Introduction to Responsible AI courses. 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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In diesem Einführungskurs im Microlearning-Format wird erklärt, was verantwortungsbewusste Anwendung von KI bedeutet, warum sie wichtig ist und wie Google dies in seinen Produkten berücksichtigt. Darüber hinaus werden die 7 KI-Grundsätze von Google behandelt.
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In diesem Einführungskurs im Microlearning-Format wird untersucht, was Large Language Models (LLM) sind, für welche Anwendungsfälle sie genutzt werden können und wie die LLM-Leistung durch Feinabstimmung von Prompts gesteigert werden kann. Darüber hinaus werden Tools von Google behandelt, die das Entwickeln eigener Anwendungen basierend auf generativer KI ermöglichen.
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In diesem Einführungskurs im Microlearning-Format wird erklärt, was generative KI ist, wie sie genutzt wird und wie sie sich von herkömmlichen Methoden für Machine Learning unterscheidet. Darüber hinaus werden Tools von Google behandelt, mit denen Sie eigene Anwendungen basierend auf generativer KI entwickeln können.
Introduction to AI and Machine Learning on Google Cloud
Earned Sep 22, 2023 EDT
TensorFlow on Google Cloud
Earned Sep 21, 2023 EDT
Launching into Machine Learning
Earned Sep 12, 2023 EDT
How Google Does Machine Learning
Earned Sep 8, 2023 EDT
Google Cloud Big Data and Machine Learning Fundamentals
Earned Aug 28, 2023 EDT
Generative AI Fundamentals
Earned Aug 25, 2023 EDT
Introduction to Responsible AI - Deutsch
Earned Aug 25, 2023 EDT
Introduction to Large Language Models - Deutsch
Earned Aug 25, 2023 EDT
Introduction to Generative AI - Deutsch
Earned Aug 23, 2023 EDT