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