Data Analysis with AI for Nonprofits: Free Google Course
Explore data cleaning, useful metrics and visual storytelling for nonprofit work in Google’s free introductory AI-analysis course.
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Data & AI Courses
Explore free study options. Check the provider, prerequisites, and certificate details before you begin.
86 courses
Google DeepMind Capstone: Develop Your Model for Real-World Impact — Free Course
Bring dataset preparation, LoRA fine-tuning and evaluation together in a project-focused capstone that connects model development with a defined community need.
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Google DeepMind: Accelerate Your Model — Free Efficiency Course
Explore compute estimates, GPU memory, mixed precision and gradient accumulation while considering the resource and environmental trade-offs of model training.
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Google DeepMind: Fine-Tune Your Model — Free Course
Compare pre-training and fine-tuning, explore full-parameter adaptation and LoRA, and examine the data and governance choices behind instruction-following models.
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Google DeepMind: Discover Transformer Architecture — Free Course
Explore attention, positional embeddings and Transformer components through implementation exercises, architectural limits and community-focused reflection.
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Google DeepMind: Design and Train Neural Networks — Free Course
Learn to interpret loss curves, design multilayer perceptrons and investigate generalization through Keras exercises and responsible model reflection.
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Google DeepMind: Represent Your Language Data — Free Tokenization Course
Explore tokenization, byte pair encoding and embeddings, then connect language-data representation with privacy, documentation and community context.
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Google DeepMind: Build Your Own Small Language Model — Free Course
Explore n-grams, Transformer models and the Keras training workflow while connecting your first small language model with a meaningful problem.
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Google MLOps for Generative AI: Free Short Course
Explore how MLOps evolves for generative AI and how Google’s Agent Platform fits the workflow in this free thirty-minute Intermediate course.
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Google MLOps Model Evaluation: Free Agent Platform Course
Study predictive and generative model evaluation, task-specific metrics and evaluation workflows in Google’s free Intermediate MLOps course.
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Google Agent Assist and Generative AI Capabilities: Free Course
Explore Agent Assist architecture, Smart Reply, summarization and implementation planning in Google’s free advanced contact center AI course.
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Google Generative AI for Healthcare: Free Introductory Course
Explore generative AI, large language models and healthcare-focused prompt concepts in Google’s free introductory learning course.
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