What It Actually Takes to Deploy GenAI Applications to Enterprises: Custom Evaluation Models
49 min

What It Actually Takes to Deploy GenAI Applications to Enterprises: Custom Evaluation Models

MLOps World - MLOps World & Generative AI World 2024
Alexander Kvamme Arjun Bansal
ai-deployment evaluation-models customer-support genai llm llm-ops prompt-engineering enterprise-ai data-analysis ai-development machine-learning
Optimizing LLM Apps Through Usage: Implicit Feedback, Given Explicitly
12 min

Optimizing LLM Apps Through Usage: Implicit Feedback, Given Explicitly

MLOps World - MLOps World & Generative AI World 2024
Chinar Movsisyan
llm generative-ai mlops feedback-intelligence user-feedback data-analysis application-optimization implicit-feedback natural-language-processing ai-development
Defining A Common Observability Query Language and Other Observability TAG Updates
38 min

Defining A Common Observability Query Language and Other Observability TAG Updates

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Alolita Sharma Matt Young
observability query-language cncf tag-observability telemetry open-telemetry kubecon cloud-native data-analysis standardization ebpf profiling
Cómo Python puede ayudar a monitorear gobiernos
25 min

Cómo Python puede ayudar a monitorear gobiernos

PyCon - PyCon US 2023
Judite Cypreste
python government-monitoring data-analysis transparency civil-society journalism open-government desinformation web-scraping data-visualization
Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You
27 min

Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You

PyCon - PyCon US 2023
Elizabeth Johnson
machine-learning python test-driven-development tdd data-analysis data-cleaning scikit-learn pandas jupyter-notebooks pytest recommendation-engines
Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.
29 min

Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.

PyCon - PyCon US 2023
Jodie Burchell
python numpy linear-algebra performance vectorization algorithms scientific-computing data-analysis
It Might Look Normal But This Distribution Will Ruin Your Stats
29 min

It Might Look Normal But This Distribution Will Ruin Your Stats

PyCon - PyCon US 2023
Allan Campopiano
python statistics data-science robust-statistics data-analysis hypothesis-testing statistical-modeling data-visualization numpy pandas deepnote
Python Meets UX: Enhancing User Experience with Code
29 min

Python Meets UX: Enhancing User Experience with Code

PyCon - PyCon US 2023
Neeraj Pandey Aashka Dhebar
python ux user-experience web-development data-analysis machine-learning automation design
Jaguares y Serpientes
32 min

Jaguares y Serpientes

PyCon - PyCon US 2023
Nicole Franco Leon
python arcgis arcpy geopandas telemetry data-analysis geographic-information-systems spatial-analysis environmental-data
Three Musketeers: Sherlock Holmes, Mathematics and Python
36 min

Three Musketeers: Sherlock Holmes, Mathematics and Python

PyCon - PyCon US 2023
Gajendra Deshpande
python forensics mathematics data-analysis statistics probability trigonometry graph-theory scipy numpy matplotlib benford-law hashing digital-forensics
Building NumPy Arrays from CSV Files, Faster than Pandas
27 min

Building NumPy Arrays from CSV Files, Faster than Pandas

PyCon - PyCon US 2023
Christopher Ariza
python numpy pandas csv data-processing c-extensions performance data-modeling data-analysis staticframe
How Python is Behind the Science of the James Webb Space Telescope
32 min

How Python is Behind the Science of the James Webb Space Telescope

PyCon - PyCon US 2023
Erik Tollerud
python astronomy james-webb-space-telescope jwst scientific-ecosystem open-source infrared-astronomy data-analysis space-exploration