| Description |
1 online resource (1 video file (3 hr., 39 min.)) : sound, color |
| Summary |
Enterprise MLOps Interviews Learn Enterprise MLOps from the experts This video series interviews the experts at MLOps to learn how to use MLOps to build and deploy ML models. Interviews Include: Introduction GPT-3: O'Reilly authors Shubham Saboo and Sandra Kublik: I talk with the authors of the new O'Reilly book GPT-3 about a range of topics, including why they wrote the book. Conversation with Piero Molino and Ludwig/Predibase: Detailed conversation about Declarative AutoML with Piero Molino, author of Ludwig and co-founder Predibase. Asaf Somekh, CEO Iguazio: Talk at Duke MIDS MLOps Course: Life of a Model (or the brutal reality of applying ML in enterprises and how to deal with it). Javier Luraschi and Pedro Luraschi, Co-Founders of Hal9.ai: Discuss MLOps with Javascript, including no-code and low-code approaches and Tensorflow.js. Topics Covered Include: Enterprise MLOps MLOps MLOps on AWS MLOps on GCP MLOps on Azure MLOps and DevOps MLOps with Ludwig Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist |
| Performer |
Host: Noah Gift; Interviewees: Shubham Saboo, Sandra Kublik, Piero Molino, Asaf Somekh, Javier Luraschi, Pedro Lurashi and others |
| Notes |
Online resource; title from title details screen (O'Reilly, viewed August 9, 2022) |
| Subject |
Machine learning.
|
|
Cloud computing.
|
|
Cloud computing.
|
|
Machine learning.
|
| Genre/Form |
Instructional films.
|
|
Internet videos.
|
|
Nonfiction films.
|
|
Instructional films.
|
|
Nonfiction films.
|
|
Internet videos.
|
| Form |
Streaming video
|
| Author |
Saboo, Shubham, interviewee
|
|
Kublik, Sandra, interviewee
|
|
Molino, Piero, interviewee
|
|
Somekh, Asaf, interviewee
|
|
Luraschi, Javier, interviewee.
|
|
Lurashi, Pedro, interviewee
|
|
Gift, Noah, host.
|
|
Pragmatic AI Solutions (Firm), publisher
|
|
