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The State of the Python Community and the GenAI...

The State of the Python Community and the GenAI Trend

Slides for my talk at the Inaugural Melbourne Python User Group Meetup.

Renaldi Gondosubroto

November 05, 2023
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  1. z About Me • AWS Community Builder and Currently hold

    all 13 certifications from AWS • SME for the AWS Solutions Architect – Professional and AWS Data Analytics – Specialty Certification • Host of the Serverless Sorcery Podcast • International speaker at 30+ events and conferences • Enjoy all things AWS, open-source, and Virtual Reality Renaldi Gondosubroto Software Engineer at SEEK @Renaldig @renaldigondosubroto @renaldig
  2. z Agenda ▪ Introduction ▪ Some key trends in the

    industry ▪ The community ▪ A bit of look into LLMs ▪ Key takeaways
  3. z Introduction ▪ Python as a leading programming language in

    many technical domains, including microcontrollers and data analysis ▪ Community with PyCons and Meetups but not much yet in Melbourne
  4. z Web Development ▪ Django and Flask much leading robust

    web application development ▪ Scalability and security ▪ Growing trend of cloud computing and web-based applications
  5. z Quantum Computing • Python’s adoption for quantum computing interfaces

    with libraries like Qiskit. • Venturing into the realm of quantum computing with familiar Python syntax. • Potential breakthroughs in quantum computing aided by Python.
  6. z Eco-Friendly Computing Initiatives promoting eco- friendly coding practices for

    energy efficiency Python adaptations steering towards sustainability in computing The rising importance of eco-conscious coding practices
  7. z The Trend of Large Language Models Python's Role in

    NLP Python in AI and ML Productivity with Summarization and Insight Generation Focus on Code Generation
  8. z Some Key Tools ChatGPT and Amazon Bedrock LangChain Cloud

    platforms such as AWS, Google Cloud, Microsoft Azure
  9. z Text Generation POWERFUL TO HELP CREATE RESPONSES BASED ON

    PROMPTS HELP CREATE NEW INSIGHTS BASED ON DATA CAN BE FINE-TUNED
  10. z Code Generation ▪ Great tool to help generate code

    based on your use cases ▪ Makes development time much more efficient ▪ Some tools more specialized compared to others
  11. z Key Takeaways Huge industry and community for Python in

    Melbourne Many use cases in data analysis and machine learning Big growth potential within LLM space
  12. z The Future of the Python Community (and Hopefully this

    Meetup!) More practices shared within the Melbourne community PyCon Melbourne? Developments within the AI and ML space
  13. z Thank You and Q&A Time Renaldi Gondosubroto  [email protected]

     www.renaldigondosubroto.com @Renaldig @renaldigondosubroto @renaldig