Forecasting the Future: An Introduction to Machine Learning for Weather Prediction in Native Ruby
21 min

Forecasting the Future: An Introduction to Machine Learning for Weather Prediction in Native Ruby

RailsConf - RailsConf 2023
Landon Gray
ruby ruby-on-rails weather-prediction linear-regression daru numo rumale machine-learning data-science data-preparation jupyter-notebooks api-development
Django's Data Science Makeover: Integrating D3.js and Bokeh for Data Visualization
24 min

Django's Data Science Makeover: Integrating D3.js and Bokeh for Data Visualization

DjangoCon - DjangoCon US 2023
Drishti Jain
django python d3.js bokeh real-time-data django-channels data-science data-visualization web-development web-sockets machine-learning time-series-data
Don't Buy the "A.I." Hype
27 min

Don't Buy the "A.I." Hype

DjangoCon - DjangoCon US 2023
Tim Allen
django python hype-cycle blockchain second-life artificial-intelligence ai machine-learning generative-ai metaverse technology-trends
Two Keys to AI's Future
15 min

Two Keys to AI's Future

VueConf - VueConf US 2023
Gant Laborde
vue-js javascript tensorflowjs future-of-ai ai artificial-intelligence machine-learning web-development edge-computing deep-learning computer-vision generative-ai
Rust in the Wild: A Factory Control System from Scratch
30 min

Rust in the Wild: A Factory Control System from Scratch

RustConf - RustConf 2023
Carter Schultz
rust industrial-automation control-systems recycling factory-automation system-architecture embedded-systems microservices networking machine-learning reliability observability
Deep Dive into Deep Learning with KotlinDL
49 min

Deep Dive into Deep Learning with KotlinDL

KotlinConf - KotlinConf 2023
Alexey Zinoviev
kotlin kotlin-dl keras onnx pose-estimation deep-learning machine-learning tensorflow jvm android computer-vision object-detection
Go Microservices for ML at the Edge
44 min

Go Microservices for ML at the Edge

GopherCon - GopherCon 2023
Samantha Coyle
go ml-at-the-edge edgex-foundries service-coordination microservices machine-learning data-processing iot edge-computing mqtt docker api-gateway
Beyond the Model Zoo: Optimizing Foundation Models for Your Application
31 min

Beyond the Model Zoo: Optimizing Foundation Models for Your Application

MLOps World - MLOps World & Generative AI World 2024
Salma Mayorquin
data-synthesis ai-optimization foundation-models large-language-models llm-evaluation parameter-efficient-fine-tuning peft lora mlops machine-learning artificial-intelligence model-deployment
Apache Airflow: Where Data Engineers and ML Engineers Meet
47 min

Apache Airflow: Where Data Engineers and ML Engineers Meet

MLOps World - MLOps World & Generative AI World 2024
Tamara Fingerlin
apache-airflow data-engineering mlops generative-ai python orchestration pipelines docker retrieval-augmented-generation llm machine-learning data-pipelines
LLM Evaluation to Craft Delightful Content From Messy Inputs
33 min

LLM Evaluation to Craft Delightful Content From Messy Inputs

MLOps World - MLOps World & Generative AI World 2024
Shin Liang
content-generation text-summarization evaluation-framework information-extraction llm large-language-models natural-language-processing nlp machine-learning evaluation-data api-design
How to Design and Build Resilient Machine Learning Systems
30 min

How to Design and Build Resilient Machine Learning Systems

MLOps World - MLOps World & Generative AI World 2024
Dan Shiebler
adversarial-attacks cyber-security feedback-loop machine-learning mlops resilience data-modeling model-training production-ml anomaly-detection
Building an MLOps Team
6 min

Building an MLOps Team

MLOps World - MLOps World & Generative AI World 2024
Marcelo Litovsky Magd Bayoumi
hiring-strategies development-teams ai-operations mlops machine-learning ai business-value