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
Interstellar Social Simulation Framework and Game Development in Kotlin
17 min

Interstellar Social Simulation Framework and Game Development in Kotlin

KotlinConf - KotlinConf 2023
Kwun Hang Lai
kotlin social-simulation agent-based-modeling special-relativity kotlinx-coroutines kotlinx-serialization ktor libgdx multi-platform game-development data-science programming-languages
Make More Money by Modeling and Optimizing Your Business Processes with Kotlin
47 min

Make More Money by Modeling and Optimizing Your Business Processes with Kotlin

KotlinConf - KotlinConf 2023
Holger Brandl
kotlin discrete-event-simulation kalasim business-process-modeling process-optimization kotlin-notebooks simulation-engine java-virtual-machine code-first-development predictive-analytics coroutines data-science
MLOps Isn't That Hard: Modular Stack with Open-Source Tools
9 min

MLOps Isn't That Hard: Modular Stack with Open-Source Tools

MLOps World - MLOps World & Generative AI World 2024
Adam Probst
pipelines mlops machine-learning python open-source data-science devops deployment orchestration reproducibility automation
QA in ML
28 min

QA in ML

MLOps World - MLOps World & Generative AI World 2024
Serg Masis
quality-assurance secops machine-learning mlops data-science qa ai artificial-intelligence explainable-ai data-engineering devops reliability
Wanted: A Silver Bullet MLOps Solution for Enterprise
31 min

Wanted: A Silver Bullet MLOps Solution for Enterprise

MLOps World - MLOps World & Generative AI World 2024
Muller Mu Christophe Chabbert
enterprise-mlops pipeline-orchestration conway-law api-first modular-architecture mlops machine-learning drug-discovery data-science model-deployment observability
Empowering Data Science Teams: Harnessing AI with Appen
31 min

Empowering Data Science Teams: Harnessing AI with Appen

MLOps World - MLOps World & Generative AI World 2024
Sasha McGrath Geoffrey LaPorte
training-data ai data-science machine-learning llm generative-ai data-annotation data-quality collaboration model-building
From ML Repository to ML Production Pipeline
36 min

From ML Repository to ML Production Pipeline

MLOps World - MLOps World & Generative AI World 2024
Jakub Witkowski Dariusz Adamczyk
production-pipelines ml-repository mlops machine-learning devops docker kubernetes ci-cd kubeflow data-science gpu automation
From Model to Production: A Unified Journey
28 min

From Model to Production: A Unified Journey

MLOps World - MLOps World & Generative AI World 2024
Yuval Fernbach
mlops machine-learning devops software-supply-chain generative-ai data-science deployment security vulnerability-management model-registry ci-cd containerization
Building Trust in ML Systems: Effective Stakeholder Communication
27 min

Building Trust in ML Systems: Effective Stakeholder Communication

MLOps World - MLOps World & Generative AI World 2024
Joseph Tenini
machine-learning mlops stakeholder-management communication data-science explainable-ai model-deployment business-intelligence decision-making uncertainty-quantification process-improvement
DL-Backtrace: Unveiling Model Decisions
34 min

DL-Backtrace: Unveiling Model Decisions

MLOps World - MLOps World & Generative AI World 2024
Vinay Kumar Sankarapu
deep-learning explainable-ai xai model-explainability mlops machine-learning artificial-intelligence large-language-models nlp computer-vision data-science model-risk-management