The State of the Python Community and the GenAI Trend

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

Transcript

1. z The State of the Python Community and the GenAI Trend Renaldi Gondosubroto
2. 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
3. z Agenda ▪ Introduction ▪ Some key trends in the industry ▪ The community ▪ A bit of look into LLMs ▪ Key takeaways
4. 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
5. z Web Development ▪ Django and Flask much leading robust web application development ▪ Scalability and security ▪ Growing trend of cloud computing and web-based applications
6. 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.
7. 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
8. 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
9. z Some Key Tools ChatGPT and Amazon Bedrock LangChain Cloud platforms such as AWS, Google Cloud, Microsoft Azure
10. z Setup for Using the API Cont.
11. z Text Generation POWERFUL TO HELP CREATE RESPONSES BASED ON PROMPTS HELP CREATE NEW INSIGHTS BASED ON DATA CAN BE FINE-TUNED
12. z Bedrock Initialization
13. z Seeing the Output
14. 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
15. z Sample Prompt
16. z Sample Generated Code
17. 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
18. 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
19. z Thank You and Q&A Time Renaldi Gondosubroto  renaldigondosubroto@yahoo.com  www.renaldigondosubroto.com @Renaldig @renaldigondosubroto @renaldig