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Calculus for Machine Learning and Data Science

Analytically optimize different types of functions commonly used in machine learning using properties of derivatives and gradients.

Free
26 Hours
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Solve Business Problems with AI and Machine Learning

Identify appropriate applications of AI and machine learning within a given business situation.

Free
11 Hours
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Encoder-Decoder Architecture

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.

Free
30 minutes
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Create Image Captioning Models

This course teaches you how to create an image captioning model by using deep learning.

Free
30 minutes
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Transformer Models and BERT Model

This course introduces you to the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model.

Free
30 minutes
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Introduction to Responsible AI

This is an introductory-level microlearning course aimed at explaining what responsible AI is, why it's important, and how Google implements responsible AI in their products.

Free
30 minutes
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Introduction to Large Language Models

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.

Free
30 minutes
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Responsible AI: Applying AI Principles with Google Cloud

As the use of enterprise Artificial Intelligence and Machine Learning continues to grow, so too does the importance of building it responsibly.

Free
1 hour 30 minutes
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Recommendation Systems

We've designed this course to expand your knowledge of recommendation systems and explain different models used in recommendation, including matrix factorization and deep neural networks.

Free
4 Hours
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Problem Framing

Introduction to Machine Learning Problem Framing teaches you how to determine if machine learning (ML) is a good approach for a problem and explains how to outline an ML solution.

Free
45 Minutes
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