Stanford Courses
Courses in Stanford-related topics can help you learn data analysis, machine learning techniques, programming in Python, and statistical modeling. You can build skills in critical thinking, problem-solving, and applying algorithms to real-world challenges. Many courses introduce tools like TensorFlow for AI projects, R for data visualization, and SQL for database management, showing how these skills can be applied in various industries, from tech startups to healthcare.
Popular Stanford Courses and Certifications
Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Applied Machine Learning, Data Preprocessing
Status: PreviewSkills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Modeling, Google Cloud Platform, Feature Engineering, Data Processing, Data Management, Data Storage Technologies, Data Security
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Computer Vision, Image Analysis, Artificial Neural Networks, Convolutional Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Computational Thinking, Deep Learning, Psychology
Skills you'll gain: Model Deployment, Google Cloud Platform, Generative AI Agents, Cloud Deployment, AI Orchestration, Agentic systems, Artificial Intelligence, LangChain
Skills you'll gain: Generative AI, LLM Application, Prompt Engineering, Application Development, AI Enablement, Image Analysis, Google Cloud Platform
Skills you'll gain: Web Analytics and SEO, Generative AI Agents, Google Cloud Platform, Enterprise Application Management, Data Compilation, Analytics, Data Store, Frontend Integration, System Configuration
Skills you'll gain: Gemini, Google Cloud Platform, Cloud Applications, Application Development, Generative AI, LLM Application, AI Enablement, Multimodal Prompts
Google Cloud
Skills you'll gain: Tensorflow, Google Cloud Platform, Model Deployment, Image Analysis, Cloud Deployment, MLOps (Machine Learning Operations), Cloud Computing, Distributed Computing
Google Cloud
Skills you'll gain: Model Evaluation, Tensorflow, Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Development Environment, Image Analysis, Machine Learning, Deep Learning, Data Persistence, Artificial Neural Networks
Skills you'll gain: Google Cloud Platform, Embeddings, Artificial Intelligence, Image Analysis, Vector Databases
Status: PreviewNational Taiwan University
Skills you'll gain: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms
Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Applied Machine Learning, Data Pipelines, Tensorflow, Machine Learning
In summary, here are 10 of our most popular Stanford courses
- Working with Notebooks in Vertex AI:Â Google Cloud
- Machine Learning Operations (MLOps) with Vertex AI: Manage Features:Â Google Cloud
- Computational Vision:Â University of Colorado Boulder
- Build and Deploy an Agent with Reasoning Engine in Vertex AI:Â Google Cloud
- Build an AI Image Generator app using Imagen on Vertex AI:Â Google Cloud
- Integrate Search in Applications using Vertex AI Agent Builder:Â Google Cloud
- Build an AI Image Recognition app using Gemini on Vertex AI:Â Google Cloud
- Running Distributed TensorFlow using Vertex AI:Â Google Cloud
- Introduction to Computer Vision with TensorFlow:Â Google Cloud
- Introduction to Vertex AI Embeddings: Text and Multimodal:Â Google Cloud
