Premiere - Conf42 Python 2024
summary
Personalizing images talk shows a concrete toolchain and a live demo that extracts per-image metadata to automate moderation and resizing; RAG session walks through a retrieval pipeline and example prompts tied to a deployed chatbot; Transformers in healthcare presents real case studies and evaluation metrics on clinical text; SuperDuperDB integrates model training and inference inside the database with a short demo; Quicks demo processes about 20 million values per minute using streaming dataframes; NiFi 2.0 covers writing Python processors and deployment steps.
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chapters (34)
- 0:00intro
- 0:39Sharon Yelenik - Personalizing Images with AI-Powered Features
- 1:25Joshua Arvin Lat & Sophie Soliven - Power Augmented Generation with AI
- 2:20Deepak Karunanidhi - Neural Language Processing in Healthcare
- 3:00Duncan Blythe - SuperDuperDB: Database
- 3:48Jayram Palamadai - Visual Generative AI
- 4:18Anais Dotis-Georgiou - Apache Flight & InfluxDB
- 5:12Tim Spann - Apache NiFi 2 Processors
- 6:03Gustavo Amigo - Cloud Infrastructure Optimization
- 6:45Ivan Chiou - Virtual/Physical ROS with Python & Three.js
- 7:27Sohan Maheshwar - Serverless WebAssembly App with Spin
- 8:03Tomas Neubauer - https://www.conf42.com/Python_2024_Tomas_Neubauer_dataframes_process_streaming_data
- 9:01Tun Shwe - Sketching Algorithms for Big Data
- 9:35Santosh Nikhil Kumar - API Design for Scalable Distributed Systems
- 10:17Tom Levy - Data Refinement with SQL & CSV
- 10:44Hazel Andrea Saenz Giron - Resilient Applications with Serverless
- 11:06Chaur Wu - Functor Zoo
- 11:26Dmitrii Ivashchenko - Latest Features in Python 3.12
- 11:47Alex Sharypov - Improve Application Code Quality
- 12:23Andre Santos - Work Smarter with Python for Repetitive Tasks
- 12:49Petr Emelianov - Next-Generation Multiparty Computation
- 13:22Tamara Janina Fingerlin - Frameworks for Apache Airflow Pipelines
- 14:10Adam Furmanek - Lessons Learned Maintaining an SDK in Python
- 14:50Pawel Zajaczkowski - https://www.conf42.com/Python_2024_Pawel_Zajaczkowski_s_bb_x_y_z_a_generations_tech
- 15:16Darya Petrashka - Unlock the Power of LLMs to Build a Hugging Face Agent
- 15:55Boluwatife Ben-Adeola - Python: Cutting-Edge Language Model Research
- 16:15Ivan Popov - Speed & Accuracy in Model Development
- 16:49Ukanah Dean - Python Security Best Practices: Protecting Against Common Vulnerabilities
- 17:38Zhiya Zang - Sandbox for Dynamic Rule Execution
- 18:12Marco Verleun - Proving Software Safety
- 18:47Karin Wolok & Tim Spann - NiFi, Kafka, RisingWave, Iceberg & LLMs
- 19:17Dan D'Avella - Writing Python Codemods for Fun & Profit
- 20:08Salman Saeed Khan - Probabilistic Programming
- 20:44thanks!
