Video description
52 Weeks of Live Coding MLOps - The SeriesLive Coding on New and Exotic MLOps Tools Weekly
This is a weekly series of live coding sessions on new and exotic MLOps tools.
Live Coding Sessions Include:
- 1.0 Episode 1 MLOPs with Tensorflow
- 2.0 52 Weeks Live Coding MLOps Episode 2 Serving TensorFlow Models
- 3.0 52 Weeks Live Coding MLOps Episode 3 Serving Tensforflow with TensorFlow Serving
- 4.0 52 Weeks Live Coding MLOps Episode 4 Live Coding Hugging Face
- 5.0 52 Weeks Live Coding MLOps Episode 5 More Hugging Face
- 6.0 52 Weeks Live Coding MLOps Episode 6 Even More Hugging Face
- 7.0 52 Weeks Live Coding MLOps Episode 7 Open AI with Github Codespaces
- 8.0 52 Weeks Live Coding MLOps Episode 8 Live Coding Ludwig
- 9.0 52 Weeks Live Coding MLOps Episode 9 Diving into Ludwig
- 10.0 52 Weeks Live Coding MLOps Episode 10 mlrun
- 11.0 52 Weeks Live Coding MLOps Sagemaker Studio Lab
- 12.0 52 Weeks Live Coding MLOps Sagemaker Studio Lab Continued Full Feature Walkthrough Colab Compare
- 13.0 52 Weeks Live Coding MLOps Vertex AI GCP
- 14.0 52 Weeks Live Coding MLOps Vertex AI GCP Part2 Exploring API AutoML
- 15.0 52 Weeks Live Coding Building Prototypes Hugging Face using stable diffusion ai art
- 16.0 52 Weeks Live Coding MLOps Episode 16 Live Coding Hugging Face with Transformers- build full cli tool with wikipedia
- 17.0 EP17 building stable diffusion locally mac m1ultra and hugging face
Topics Covered Include:
- Enterprise MLOps
- Building Prototypes
- Using Hugging Face to build AI Art
- Using Stable Diffusion models
- Using GPT-3, Dall-E and OpenAI to build AI Art
- Code generation AI tools
- MLOps
- MLOps on AWS
- MLOps on GCP
- MLOps on Azure
- MLOps and DevOps
- MLOps with Ludwig
- MLOPs with mlrun
- MLOPs with Sagemaker Studio Lab
Additional Popular Resources
Table of Contents
Lesson 1
“52 Weeks Live Coding Mlops Episode 1 Mlops With Tensorflow”
Lesson 2
“52 Weeks Live Coding Mlops Episode 2 Serving Tensorflow Models”
Lesson 3
“52 Weeks Live Coding Mlops Episode 3 Serving Tensforflow With Tensorflow Serving”
Lesson 4
“52 Weeks Live Coding Mlops Episode 4 Live Coding Hugging Face”
Lesson 5
“52 Weeks Live Coding Mlops Episode 5 More Hugging Face”
Lesson 6
“52 Weeks Live Coding Mlops Episode 6 Even More Hugging Face”
Lesson 7
“52 Weeks Live Coding Mlops Episode 7 Open Ai With Github Codespaces”
Lesson 8
“52 Weeks Live Coding Mlops Episode 8 Live Coding Ludwig”
Lesson 9
“52 Weeks Live Coding Mlops Episode 9 Diving Into Ludwig”
Lesson 10
“52 Weeks Live Coding Mlops Episode 10 Mlrun”
Lesson 11
“52 Weeks Live Coding Mlops Sagemaker Studio Lab”
Lesson 12
“52 Weeks Live Coding Mlops Sagemaker Studio Lab Cont Full Feature Walkthrough Colab Compare”
Lesson 13
“52 Weeks Live Coding Mlops Vertex Ai Gcp”
Lesson 14
“Ep14 52 Weeks Live Coding Mlops Vertex Ai Gcp Part2 Exploring Api Automl”
Lesson 15
“52 Weeks Live Coding Building Prototypes Hugging Face Using Stable Diffusion Ai Art”
Lesson 16
“Live Coding Mlops Ep16 Deploying Hugging Face To Cloud”
Lesson 17
“Ep17 Building Stable Diffusion Locally Mac M1ultra And Hugging Face”