filmov
tv
MLOps Automation From A to Z | Jupyter + KubeFlow + MLRun + Nuclio
Показать описание
0:00 - Intro to MLOps
0:43 - MLOps Tasks
1:12 - ML Pipeline
2:37 - Jupyter Notebook
3:56 - Serverless Function Marketplace
5:03 - MLRun UI
5:52 - Automated KubeFlow Pipeline
8:27 - KubeFlow Graph
10:44 - Inferencing API Canary Deployment
11:45 - Monitor & Visualize (Grafana)
12:47 - Summary
#presto #hive #airflow #mlrun #nuclio #kubernetes #k8s #kubeflow #mlflow #machinelearning #mlops #grafana #prometheus #horovod #dask #pandas #scikit #sklearn #python #r #datascience #deeplearning #xgboost #rapids #api #cluster #artificialintelligence
0:43 - MLOps Tasks
1:12 - ML Pipeline
2:37 - Jupyter Notebook
3:56 - Serverless Function Marketplace
5:03 - MLRun UI
5:52 - Automated KubeFlow Pipeline
8:27 - KubeFlow Graph
10:44 - Inferencing API Canary Deployment
11:45 - Monitor & Visualize (Grafana)
12:47 - Summary
#presto #hive #airflow #mlrun #nuclio #kubernetes #k8s #kubeflow #mlflow #machinelearning #mlops #grafana #prometheus #horovod #dask #pandas #scikit #sklearn #python #r #datascience #deeplearning #xgboost #rapids #api #cluster #artificialintelligence
0:13:04
MLOps Automation From A to Z | Jupyter + KubeFlow + MLRun + Nuclio
2:01:10
MLOps & Automation Workshop: Bringing ML to Production in a Few Easy Steps
0:13:44
MLOps explained | Machine Learning Essentials
0:06:55
What is MLOps?
0:00:33
MLOps Automation: Level Up Your ML Workflow!
0:00:14
Unlocking MLOps: Automate, Test, and Deploy Your Models
0:00:32
MLOps Level 2: Full Automation in Action
0:00:31
MLOps Evolution: From Manual to Automated Processes
0:05:58
MLOps vs AIOps: The Ultimate Guide to AI & IT Operations
0:01:03
An example of MLOps | Automation
0:00:22
Automating MLOps: Code Adaptation with LLMs
0:00:26
Automate Your Infrastructure: CloudFormation for MLOps
2:01:10
MLOps & Automation Workshop: Bringing ML to Production in a Few Easy Steps
0:16:22
Complete MLOps Bootcamp With 10+ End To End ML Projects
0:00:16
Mastering MLOps: Streamline Your Machine Learning Models
0:00:43
Revolutionize MLOps: Automate ML Infrastructure with IAC
0:52:25
Automating MLOps for Deep Learning
0:58:13
MLOps | How To Automate the Machine Learning Model Pipeline
2:02:41
MLOps & Automation Workshop: Bringing ML to Production in a Few Easy Steps
0:10:29
AutoML vs. MLOps: Decoding the Machine Learning Automation Revolution
0:06:59
Automate MLOps with SageMaker Projects | Amazon Web Services
0:45:05
MLOps, Automated Machine Learning Made Easy
0:00:20
MLOps: Productionize your ML Model
0:43:04
From AutoML to AutoMLOps: Automated Logging & Tracking of ML - MLOps Live #19
Комментарии