How MLOps Helps Drive Ideas from Concept to Cash
I am once again asking "What is MLOps?" clip // MLOps Podcast #308 with Oleksandr Stasyk, Engineering Manager, ML Platform of Synthesia.
Join the Community: https://go.mlops.community/YTJoinIn
Get the newsletter: https://go.mlops.community/YTNewsletter
// Abstract
What does it mean to MLOps now? Everyone is trying to make a killing from AI, everyone wants the freshest technology to show off as part of their product. But what impact does that have on the "journey of the model". Do we still think about how an idea makes it's way to production to make money? How can we get better at it, ma…
Watch on YouTube ↗
(saves to browser)
Playlist
Uploads from MLOps.community · MLOps.community · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
[Exclusive] Weights & Biases Round-table // Model Management in a Regulated Environment
MLOps.community
LLMs in Focus: From One-Size Fits All to Verticalized Solutions // Venky Ganti & Laurel Orr // #196
MLOps.community
Data Wrangling and AI Transformation // Venky Ganti & Laurel Orr // MLOps Podcast #196 clip
MLOps.community
The Role of Infrastructure in ML Leveraging Open Source // Niels Bantilan // MLOps Podcast #197
MLOps.community
Inferring Creativity // Nick Hasty // MLOps Podcast #198
MLOps.community
Challenges Operationalizing ML (And Some Solutions) // Nathan Ryan Frank // MLOps Podcast #199
MLOps.community
Founding, Funding, and the Future of MLOps // Mihail Eric // MLOps Podcast #200
MLOps.community
Evolution of ML Engineering and Automation // Niels Bantilan // MLOps Podcast clip #197
MLOps.community
Evaluating Tech Tools for Product Development // Nick Hasty // MLOps Podcast #198 clip
MLOps.community
Language, Graphs, and AI in Industry // Paco Nathan // MLOps Podcast #201
MLOps.community
Small Data, Big Impact: The Story Behind DuckDB // Hannes Mühleisen & Jordan Tigani // Podcast #202
MLOps.community
Practical Approach to ML and AI System Design // Nathan Ryan Frank // MLOps Podcast #199 clip
MLOps.community
The Future of Visual Generative AI Development // Mihail Eric // MLOps Podcast #200 clip
MLOps.community
Pioneering AI Models for Regional Languages // Aleksa Gordić // MLOps Podcast #203
MLOps.community
MLOps at the Crossroads // Patrick Barker & Farhood Etaati // MLOps Podcast #204
MLOps.community
The Myth of AI Breakthroughs // Jonathan Frankle // MLOps Podcast #205
MLOps.community
PDF Parsing and Value Chain Analysis // Paco Nathan // MLOps Podcast #201 clip
MLOps.community
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
MLOps.community
Challenging Big Data Assumptions // Hannes Mühleisen & Jordan Tigani // MLOps Podcast #202 clip
MLOps.community
Evaluating AI Models and Building Societal Trust // Aleksa Gordić // MLOps Podcast #203 clip
MLOps.community
How Data Platforms Affect ML & AI // Jake Watson // MLOps Podcast #207
MLOps.community
Micro Graph Transformer Powering Small Language Models // Jon Cooke // MLOps Podcast #208
MLOps.community
Implications of Gen AI: ML 1.0's Future? // Patrick Barker & Farhood Etaati // Podcast #204 clip
MLOps.community
[Exclusive] QuantumBlack Round-table // Gen AI Buy vs Build, Commercial vs Open Source
MLOps.community
Lightweight Feature Platform // Matt Bleifer & Mike Eastham // MLOps Podcast #209
MLOps.community
The Realistic Approach to MLOps // Jonathan Frankle // MLOps Podcast clip #205
MLOps.community
Mitigating LLM hallucinations paper breakdown
MLOps.community
LLM Evaluation with Arize AI's Aparna Dhinakaran // MLOps Podcast #210
MLOps.community
Ads Ranking Evolution at Pinterest // Aayush Mudgal // MLOps Podcast #211
MLOps.community
Prompt Templates the Song
MLOps.community
DSPy: Understanding Stacking and Chaining Networks in Language Models // Omar Khattab
MLOps.community
Data Governance and AI // Alexandra Diem // MLOps Podcast #212
MLOps.community
The AI Engineer Song
MLOps.community
Evaluating and Integrating ML Models // Morgan McGuire and Anish Shah // MLOps Podcast #213
MLOps.community
Information Retrieval & Relevance // Daniel Svonava // MLOps Podcast #214
MLOps.community
LLM Use Cases in Production // AI in Production Conference // Panel 1
MLOps.community
A Survey of Production RAG Pain Points and Solutions // Jerry Liu // AI in Production Conference
MLOps.community
Becoming an AI Evangelist // Alex Volkov // MLOps Podcast #215
MLOps.community
Managing Data for Effective GenAI Application // Anu Arora and Anass Bensrhir // MLOps Podcast #216
MLOps.community
Tecton's Approach to Scaling Data Aggregations // Mike Eastham // MLOps podcast #209 clip
MLOps.community
The Real E2E RAG Stack // Sam Bean // MLOps Podcast #217
MLOps.community
A Decade of AI Safety and Trust // Petar Tsankov // MLOps Podcast #218
MLOps.community
LLM Applications & Outcome Evaluation in the New Era // Aparna Dhinakaran // MLOps Podcast #210 clip
MLOps.community
Language Processing, Recommendations, System Integration // Aayush Mugdal // MLOps Podcast #211 clip
MLOps.community
[Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case
MLOps.community
Model Merging and Mixtures of Experts // Maxime Labonne // AI in Production Conference
MLOps.community
Security and Privacy // Day 2 Panel 1 // AI in Production Conference
MLOps.community
Hypothesis Testing and Stakeholder Collaboration // Alexandra Diem // MLOps Podcast #212 clip
MLOps.community
Kubecon Shirt Compliment Challenge
MLOps.community
The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // MLOps Podcast #219
MLOps.community
Getting 50 people to comment on my shirt at Kubecon
MLOps.community
4 Years of the MLOps Community // Demetrios Brinkmann // MLOps Podcast #220
MLOps.community
Expressing Data Desires through Vectors // Daniel Svonava // MLOps podcast #214 clip
MLOps.community
Anatomy of a Software 3.0 Company // Sarah Guo // AI in Production Keynote
MLOps.community
Building the Next Generation of Reliable AI // Shreya Rajpal // AI in Production Keynote
MLOps.community
Designing ML Infra for ML & LLM Use Cases // Amritha Arun Babu & Abhik Choudhury // Podcast #221
MLOps.community
What Business Stakeholders Want to See from the ML Teams // Peter Guagenti // MLOps Podcast #222
MLOps.community
From Chatbot Creation to Ingestion Pipelines // Alex Volkov // MLOps Podcast #215 clip
MLOps.community
Considerations of Data Quality // Anu Arora and Anass Bensrhir // MLOps podcast #216 clip
MLOps.community
Charting LLMOps Odyssey // Yinxi Zhang @ Databricks // AI in Production Talk
MLOps.community
DeepCamp AI