PyBerlin 40 - 🌿🌿 Spring May event 🌿🌿

Agenda:

• 18:00 - Opening doors of the venue

• 18:30 - Welcome to PyBerlin! // Organisers

• 18:40 - Welcome from the host and our today's event sponsor - Code Labs Academy

Code Labs Academy (CLA) is an international EdTech startup offering tech bootcamps that are accessible to everyone. Headquartered in Berlin, we support our student’s careers by offering educational and career advising services designed especially for first time job seekers and non-tech professionals looking to break into the tech industry. Please check out our CLA Meetup page for more tech-related events!

• 18:50 - Creating color-blind friendly data visualizations // Sudip Kafle
The talk will focus on addressing the often-overlooked problem of color-blind individuals facing difficulty in understanding and interpreting visualizations. It will be highlighted that approximately 8% of men suffer from some form of color blindness. Sudip Kafle will share his first-hand experience of these struggles and aim to raise awareness of this issue while providing practical solutions. The talk will discuss things to avoid and include when designing visualizations to make them accessible to color-blind individuals. Commonly used Python libraries that facilitate this task will also be showcased.

• 19:20 - Short break

• 19:50 - Exploring Python Web Frameworks: A Comparison of Efficiency, Flexibility, and Ease of Learning // Sidi Mohammed "Moe" BOUNOUA
This talk dives into the world of Python web frameworks, providing an in-depth comparison of their efficiency, flexibility, and ease of learning. Through a comprehensive analysis of various frameworks, attendees will gain insights into the strengths and weaknesses of different options, helping them make informed decisions when choosing a framework for their web development projects.

Speaker's bio:
Hello there! My name is Moe, and I'm a 25 years old self-taught web developer who is passionate about learning and sharing my skills with others. I enjoy teaching web development to motivated individuals who are interested in transitioning to the tech industry. Additionally, I am constantly seeking out new knowledge and staying up-to-date with the latest advancements in the field.

• 20:20 - Intro to FastAPI: Tips and Tricks for ML // Sebastián Ramírez (tiangolo)
Learn how to create an API ready for production in very little time using FastAPI... explained with memes. And learn the tips and tricks for serving Machine Learning, simple and advanced. Your API will have automatic validation, documentation based on standards, high performance, and several other features. All this, having editor support including autocompletion everywhere. You will learn how to optimize model loading, avoid common mistakes, and make development iterations more efficient. In this talk you will learn what FastAPI can do, and how it could benefit you, and the tips and tricks to effectively deploy ML models. You will see how to declare the data you want to receive in each request using standard Python type annotations. Including path parameters, query parameters, body payloads with JSON, etc. You will also see how to use simple, standard, Python type annotations to declare complex JSON body payloads with deeply nested structures, and get automatic data validation, serialization, and documentation. You will learn techniques to load ML models, including caching, lazy loading, and more.

Speaker's bio:
Hey! 👋 I'm Sebastián Ramírez (tiangolo), the creator of FastAPI, Typer, SQLModel, Asyncer, and other open source tools. I've worked with companies and teams across the world, from Latin America to the Middle East, going through Europe and USA. Always building different types of products and custom solutions involving APIs, data processing, distributed systems, and Machine Learning. 🤓

• 20:50 - Closing session // Organisers

This event will be only in-person. Please check our Code of Conduct and official health regulation in Berlin before coming. If you feel some signs of sickness, please consider skipping this event and attending another time. We will have plenty of events in different formats in the future.

Looking forward seeing you all soon!