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Unclaimed ProfileThis hands-on Python development course, led by seasoned instructor Andrei Dumitrescu, offers an in-depth exploration of integrating cutting-edge LLMs into functional web applications. Students dive deeply into Google's Gemini 1.5 and Anthropic's Claude 3 APIs, discovering how to manipulate core generation parameters such as temperature, top_k, top_p, and stop sequences to control model output with precision. Moving beyond theoretical concepts, the curriculum guides learners through practical tasks, including setting up Google AI Studio, managing API authentication, and constructing dynamic multi-modal prompts that handle both text and image inputs. A significant portion of the course focuses on tangible application development, teaching students how to design custom chat conversational agents and deploy interactive, web-based interfaces using Streamlit. From managing session states and callbacks in Streamlit to leveraging Jupyter AI for streamlined workflows, this comprehensive masterclass equips developers with the practical skills required to build, test, and deploy production-ready AI applications in today's rapidly evolving technological landscape. Whether you are looking to master prompt-engineering techniques or engineer responsive front-ends for your intelligent systems, this guide provides a clear roadmap to utilizing modern generative AI APIs effectively.
About the creator
Andrei Dumitrescu
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Andrei Dumitrescu is a dedicated educator and software practitioner specializing in the rapidly evolving landscape of generative artificial intelligence and Python programming. With a core mission to demystify complex technical frameworks, Andrei provides accessible, hands-on learning experiences designed to turn beginners into capable developers. His teaching methodology focuses on practical application, moving swiftly beyond abstract theories to ensure students can immediately implement AI agents, leverage sophisticated LLM APIs, and automate workflows using tools like n8n. By centering his curriculum around real-world integration, Andrei helps learners bridge the gap between basic coding syntax and high-level enterprise AI deployment. His courses, ranging…Show more
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Program Overview
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Learning format
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Price may change · updated within 1–2 weeks
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What You'll Learn
- Gain a deep understanding of the Google's Gemini and Anthropic's Claude 3 API with Python
- Install Python SDK for Gemini and Claude 3 API and authenticate to Gemini
- Create freeform prompts with Gemini Pro Vision in Google AI Studio
- Use variables and parameters in Gemini prompts in Google AI Studio
- Generate text from text inputs using Gemini Pro API and Python
- Stream model responses from Gemini and Claude
- Generate text from image and text inputs using Gemini Pro Vision and Claude 3 API and Python
- Control how the model generates responses using Gemini API generation parameters: temperature, top_k, top_p, stop sequences and more
- Build custom chat conversational agents
- Master prompt-engineering techniques for LLMs
- You'll learn how to create web interfaces (front-ends) for you LLM apps using Streamlit
- Streamlit: main concepts, widgets, session state, callbacks
- Learn how to use Jupyter AI efficiently
Best For
- Python developers looking to integrate Google Gemini and Anthropic Claude APIs into production applications.
- Software engineers aiming to build interactive AI-powered web interfaces using Streamlit.
- Technical professionals wanting to master advanced prompt engineering and model generation parameters.
- Learners interested in multi-modal AI development, including text-to-text and image-to-text tasks.
Not For
- Beginners with no prior experience in Python programming or basic web development concepts.
- Individuals seeking a high-level overview of AI history rather than practical coding and API implementation.
- Developers looking for advanced machine learning model fine-tuning or custom LLM training architectures.
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