Description:

Python, being one of the highly adaptable and robust programming languages , is still widely used by developers and business users in the year of 2024. The language is prominently used in extensive domains such as AI, Cloud computing, IoT and much more.

The talk dives into – what’s new with the latest stable release of python 3.12 - new syntax features, grammar features, advancements in interpreter and data model enhancements that includes type hints, dataclasses and async/await enhancements.

Followed by exploring the current development trends in the field of AI and ML – substantial updates in the libraries like Tensorflow, PyTorch and LLM frameworks – Transformers, Huggingface that has unlocked new possibilities in NLP and Computer Vision

Also, discuss about the rise of FastAPI, a framework that simplifies building high-performance APIs, leveraging the speed and ease of use of modern Python.

Explore python’s capabilities to handle massive datasets with tools like Dask and Vaex, empowering data scientists to analyze and extract insights with ease , powering big data analytics

Also, unleashing the power of frameworks like Django and Flask, allowing to create dynamic web applications entirely within the Python ecosystem. Also dive into the world of asynchronous programming and showcase how to leverage libraries like Scrapy and aiohttp for efficient web scraping.

Followed a quick showcase on the capabilities of python as discussed in the talk.

Prerequisites:

Have a basic understanding and knowledge in Python

Content URLs:

https://github.com/Nhemapriya https://medium.com/@priyahemaa1512

Speaker Info:

She is a determined and motivated developer with two years of experience in the field of Data and AI, interested in freelancing, public speaking, exploring, sharing knowledge, and contributing to communities. She is one of the WTM (Women Tech Makers) Ambassadors and GDG Chennai (Google Developer Groups) Organizer. She has also delivered talks at the Global Azure conference, Google’s Devfest etc. She is deeply interested in crafting and implementing research papers, ML frameworks and libraries.

Speaker Links:

https://www.youtube.com/watch?v=kVJa1f5uyfQ&t=17s