The ChatGPT Privacy Tango: Dancing with Data Security and Large Language Models
51 min

The ChatGPT Privacy Tango: Dancing with Data Security and Large Language Models

PyCon - PyCon US 2023
Jason Mancuso Mike Gardner
large-language-models llm chatgpt data-privacy data-security confidential-computing secure-enclaves attestation pii-removal named-entity-recognition python machine-learning
Python Meets Heterogeneous Computing
59 min

Python Meets Heterogeneous Computing

PyCon - PyCon US 2023
William Cunningham Santosh Kumar Radha
python heterogeneous-computing distributed-computing gpu quantum-computing hpc workflow-orchestration performance-optimization cloud-hpc open-source-tools data-science machine-learning
How to build stunning Data Science Web applications in Python
55 min

How to build stunning Data Science Web applications in Python

PyCon - PyCon US 2023
Vincent Gosselin Florian Jacta
python data-science web-application low-code taipy data-visualization pipelines gui machine-learning dashboards api
Modern, typed Python for (multimodal) ML: From training to deployment
58 min

Modern, typed Python for (multimodal) ML: From training to deployment

PyCon - PyCon US 2023
Johannes Messner
python type-hints machine-learning mlops data-validation fastapi pydantic docarray deployment multimodal-ai tensor-shapes
Using Python to Power Serverless Applications
1h 3m

Using Python to Power Serverless Applications

PyCon - PyCon US 2023
Brian McNamara Dan Furman
python serverless aws-lambda api-gateway machine-learning data-streaming developer-experience observability testing ci-cd aws json
Building a Model Prediction Server
1h 46m

Building a Model Prediction Server

PyCon - PyCon US 2023
Ethan Swan
python fastapi scikit-learn machine-learning api-development model-serving predictive-modeling data-science production-deployment
Feature Engineering is for Everyone!
2h 17m

Feature Engineering is for Everyone!

PyCon - PyCon US 2023
Leah Berg Ray McLendon
machine-learning data-science data-analysis nlp text-analysis data-visualization pandas python google-colab one-hot-encoding tf-idf
Intro to Hugging Face: Fine-tuning BERT for NLP tasks
2h 10m

Intro to Hugging Face: Fine-tuning BERT for NLP tasks

PyCon - PyCon US 2023
Juhi Chandalia Dana Engebretson
nlp hugging-face bert pytorch transformer-architecture transfer-learning fine-tuning sentiment-analysis text-classification natural-language-processing deep-learning machine-learning
Keynote Speaker
43 min

Keynote Speaker

PyCon - PyCon US 2023
Margaret Mitchell
machine-learning ai-ethics data-governance natural-language-processing computer-vision python deep-learning reporting-bias data-documentation responsible-ai bias-measurement generative-models
Detecting and classifying object images using Ruby
27 min

Detecting and classifying object images using Ruby

RubyConf - RubyConf 2024
Fabio Janiszevski
ruby digital-image-processing object-detection image-classification deep-learning python opencv pycall ai computer-vision machine-learning remote-sensing
Do LLMs dream of Type Inference?
32 min

Do LLMs dream of Type Inference?

RubyConf - RubyConf 2024
Shunsuke Mori
ruby llm type-inference rbs static-analysis type-checking developer-tooling code-generation ai machine-learning programming-languages developer-productivity