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Week - 1
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Course introduction, presentation of course structure and assessment method, an overview of modern browser capabilities, the evolution of the web platform and the new role of web applications in the AI era.
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Week - 2
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Progressive web applications, the application manifest, installable applications, distribution on mobile and desktop, introduction to offline working strategies.
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Week - 3
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Service workers, registration and lifecycle, caching strategies, flow control between network and cache, design of the offline experience.
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Week - 4
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Web sockets for real time communication, event based bidirectional communication, server sent events, basic chat and live notification applications.
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Week - 5
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Use of large language model providers from frontend applications, API key and environment variable management, request configuration, error handling, safe processing of model responses.
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Week - 6
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Streaming responses, displaying content received in chunks on the interface, streaming patterns from a user experience perspective, cancellation and timeout management.
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Week - 7
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Fundamentals of prompt writing, generating dynamic prompts based on user intent for frontend applications, use of structured output, response enforcement with JSON schema.
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Week - 8
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Midterm examination.
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Week - 9
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Use of the retrieval augmented generation approach from the frontend side, embedding models, basic search flows, generating context aware responses to user questions.
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Week - 10
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AI assisted user interface components, smart search box, autocomplete, content summary and recommendation components, model assisted user experience design.
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Week - 11
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Chat interface design, message history management, multi turn conversation context, user feedback, experience design for error and limitation states.
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Week - 12
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Cost and performance optimization, monitoring token consumption, caching strategies, query batching approaches, product oriented cost awareness.
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Week - 13
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Privacy and security issues, limits on transferring user data to model providers, authentication and rate limiting, prompt injection and prevention methods.
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Week - 14
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AI integrated web application development project, execution of design, coding and evaluation stages, reflection of ethical principles in implementation and general recap.
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