Google Cloud Topics

Learn the basics of cloud computing and how to get started.

AI and ML

Applications of AI
Learn about the applications of artificial intelligence in various industries.
What is artificial intelligence?
Learn about artificial intelligence benefits, use cases, and examples.
What is artificial general intelligence?
Learn about artificial general intelligence (AGI) and its use cases.
Artificial intelligence versus machine learning
Learn about the differences between AI and ML and how they're connected.
What are AI chatbots?
Learn more about AI chatbots and their common use cases.
What is AI code generation?
Learn about AI code generation including what it is, and how to use it.
What is AI data analytics?
Learn about AI data analytics including what it is, how AI can be used in data analytics.
What is AI in banking?
Learn more about how AI is used in the banking industry.
What is AI for developers?
Learn about AI for developers including what the benefits are and use cases.
What is AI in finance?
Learn how AI is being used in the finance industry.
What is AI in healthcare?
Learn how AI is being used in the healthcare industry.
What are AI hallucinations?
Learn about AI hallucinations, how they happen, and ways to prevent them.
What is AI summarization?
Learn about AI summarization including what it is, its benefits, and how to use it.
What is cognitive computing?
Learn about cognitive computing including how it works and its benefits.
What is conversational AI?
Learn about conversational AI including what it is, how it works, and use cases.
What is data labeling?
Learn about data labeling, including its importance and how it works.
What is deep learning?
Learn about deep learning, how it works, its applications, algorithms, and more.
Deep learning versus machine learning versus AI
Learn about the differences between deep learning, machine learning, and AI.
What is enterprise AI?
Learn about enterprise AI, including its advantages and how to implement it.
What is full-text search?
Learn about full-text search including how it works, benefits, and how to implement it.
What is fuzzy search?
Learn about fuzzy search including how it works, examples, and how to implement it.
What is generative AI?
Learn about generative AI, how it works, and its use cases, including with Google Cloud.
What is GPT?
Learn about generative pre-trained transformers (GPTs), including how they work and how they're trained.
What is a GPU and its role in AI?
Learn about GPUs and their importance in artificial intelligence.
What is human-in-the-loop?
Learn more about human-in-the-loop (HITL) and why it's important.
What is Kubeflow?
Learn about Kubeflow, what it's used for, and its benefits.
What is LangChain?
Learn about LangChain, how it works, and examples of LangChain.
What is a large language model?
Learn about large language models—how they work, benefits, use cases, and more.
What is LLMOps?
Learn about large language model operations (LLMOps), its benefits, and best practices.
What is machine learning?
Learn about machine learning including how it works, the different types, and its uses.
What is MLOps?
Learn about machine learning operations (MLOps) and why it's important.
Multimodal AI
Learn about multimodal models in AI and how to use them.
What is natural language processing (NLP)?
Learn how NLP provides insights into the structure and meaning of text.
What is a neural network?
Learn about neural networks including the different types and their uses.
Optical character recognition (OCR)
Learn about OCR and how it's being used with Google AI.
What is prompt engineering?
Learn about prompt engineering, the types of prompts, and prompt engineering use cases.
What is retrieval-augmented generation?
Learn about retrieval-augmented generation (RAG), how it works, and its advantages.
What is semantic search?
Learn about semantic search including how it works and how it can be used.
Supervised versus unsupervised learning
Learn about the differences between supervised and unsupervised learning with AI and ML.
What is supervised learning?
Learn how supervised learning helps AI and ML models learn from labeled data.
What is text-to-image AI?
Learn about text-to-image AI including what it is, how it works, and use cases.
What is time series?
Learn how to model historical time-series data to make predictions about future time points.
What is unsupervised learning?
Learn more about how unsupervised learning works with ML models and unlabeled data.

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