Build agentic AI browser automation projects from scratch using Python, Playwright, LLMs, Streamlit, Docker, and AWS.
Sub Category
- Software Engineering
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Objectives
- Build agentic AI browser agents that can browse websites, click buttons, type into forms, extract information, and complete multi-step web tasks.
- Use Python and Playwright to control a real browser and automate common web workflows.
- Connect LLMs to browser automation so an AI agent can understand user instructions, plan actions, and make decisions during a workflow.
- Extract structured data from websites and save results into clean formats such as tables and CSV files.
- Build practical approval-based workflows where AI assists with form filling but keeps a human in the loop before final submission.
- Create a Streamlit user interface for uploading files, running browser agents, reviewing results, and tracking status.
- Understand safety, ethics, and limitations of browser AI agents, including CAPTCHA handling, prompt injection, and responsible automation.
- Deploy an agentic browser automation project using Docker and AWS services such as S3, SQS, Lambda, DynamoDB, and Lightsail Containers.
Pre Requisites
- No prior experience with browser automation is required
- No prior experience with Playwright is required
- No prior experience with AI agents is required
- No advanced AI or machine learning background is required
- Basic Python knowledge is helpful, but we will explain the code step by step
- Basic understanding of websites, buttons, forms, and web pages is helpful
- A code editor such as Visual Studio Code is recommended
- An AWS account is optional and only needed for the deployment section
- Everything will be built from scratch, step by step, including Python setup, Playwright basics, AI agent logic, UI, Docker, and deployment
- An OpenAI API key or access to another LLM provider is recommended for the AI agent examples
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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