The programmer's imagination
44 min

The programmer's imagination

DjangoCon - DjangoCon US 2023
Daniele Procida
django python history-of-computing visual-imagination artificial-intelligence language-models
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
Automate All of Your Customer Emails with AI in Next.js
11 min

Automate All of Your Customer Emails with AI in Next.js

Next.js Conf - Next.js Conf 2023
Joel Hooks
javascript nextjs inngest react-email typescript ai artificial-intelligence automation serverless vercel gpt
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
Synthetic Data: Generative AI for Enhanced Data Quality in the Era of Foundational Models
35 min

Synthetic Data: Generative AI for Enhanced Data Quality in the Era of Foundational Models

MLOps World - MLOps World & Generative AI World 2024
Fabiana Clemente
foundational-models data-augmentation gan data-democratization generative-ai synthetic-data data-quality llms bias-mitigation data-privacy machine-learning artificial-intelligence generative-models transformers
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
Making ChatGPT Funny with Prompt Optimization
33 min

Making ChatGPT Funny with Prompt Optimization

MLOps World - MLOps World & Generative AI World 2024
Mike Taylor
writing-assistance chatgpt ai artificial-intelligence prompt-engineering natural-language-processing nlp large-language-models llm generative-ai
Mitigating RAG Hallucinations with Aporia Guardrails
25 min

Mitigating RAG Hallucinations with Aporia Guardrails

MLOps World - MLOps World & Generative AI World 2024
rag retrieval-augmented-generation llm large-language-models ai artificial-intelligence hallucinations guardrails data-quality natural-language-processing
The Power of Local AI
37 min

The Power of Local AI

MLOps World - MLOps World & Generative AI World 2024
Christian Crowley
local-ai private-ai open-source-models personalization sanctum-ai artificial-intelligence large-language-models llm privacy security hugging-face data-privacy
Why AI Apps Don't Work in Prod: AI Reliability Survey
33 min

Why AI Apps Don't Work in Prod: AI Reliability Survey

MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
ai artificial-intelligence mlops machine-learning-operations reliability ai-engineering llm large-language-models
Mastering LLM Fine-Tuning
32 min

Mastering LLM Fine-Tuning

MLOps World - MLOps World & Generative AI World 2024
Maxime Labonne
data-generation model-merging supervise-fine-tuning parameter-efficient-fine-tuning peft dpo llm fine-tuning machine-learning artificial-intelligence lora