Introduction
In response to the growing demand for generative Artificial Intelligence (AI) skills, Google has taken a significant step by offering a collection of free new Google AI courses. These courses aim to equip individuals with the knowledge necessary to thrive in the dynamic field of AI. As generative AI continues to transform industries and redefine our interaction with technology, Google’s educational initiative is poised to make a substantial impact on future innovation and creativity.
The Courses
- Introduction to Generative AI: This microlearning course provides an overview of generative AI, explaining how it differs from traditional machine learning methods. Learners will explore how to use Google tools to develop Gen AI applications. Estimated completion time: 45 minutes.
- Introduction to Large Language Models: Delve into the world of large language models (LLM). Understand their use cases and learn how to enhance LLM performance using prompt tuning. Duration: Approximately 45 minutes.
- Introduction to Responsible AI: Covering the importance of responsible AI, this course sheds light on how Google implements ethical practices. It also introduces Google’s seven AI principles.
- Generative AI Fundamentals: By completing the first three courses and passing a final quiz, learners can earn a skill badge demonstrating their understanding of generative AI.
- Introduction to Image Generation: Explore diffusion models and their application in image generation, with a focus on using Google Cloud’s Vertex AI.
- Encoder-Decoder Architecture: Understand the encoder-decoder architecture for sequence-to-sequence tasks, with practical implementation in TensorFlow.
- Attention Mechanism: Dive into the attention mechanism, enhancing your understanding of its role in improving machine learning tasks.
- Transformer Models and BERT Model: Get introduced to the Transformer architecture and the BERT model, covering their components and real-world applications.
- Create Image Captioning Models: Learn how to create and evaluate deep learning models specifically for image captioning.
- Introduction to Generative AI Studio: Explore Generative AI Studio on Vertex AI through practical demos and a final quiz to test your knowledge.
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Conclusion
Upon completing these courses, participants receive a ‘Completion Badge’ from Google Cloud, symbolizing their mastery of generative AI. This credential holds immense value in an increasingly AI-driven world.
Google’s commitment to nurturing the next generation of AI pioneers is evident through these accessible and comprehensive courses. Whether you’re a beginner or an experienced practitioner, these resources empower you to stay at the forefront of AI innovation. 🚀
