Regarding MLOPs Specialization

AI Discussions
1

Hello Guys,
is DeepLearning.AI remove it’s MLOPs specialization from coursera ?

x—1-more–question-x

i want to take tensorflow data & deployment specialization, is this specialization similar to MLOPs ?

I am currently pursuing Tensorflow advance technique specialization.

Best regards,
Shantanu.

2

Adding @Alireza_Saei

Registration for MLOps specialization is closed (see this).

Data and deployment specialization is about using tensorflow on different platforms like web (using javascript) / mobile (iOS and android) and serving models from desktop using the tensorflow python ecosystem. It’s not the same as MLOps.

3

is not about model deployment ?

if someone pursue this specialization, then he is not able to serve their model to real people ?

4

it is related mode deployment using tensorflow Data services.

as other mentor mentioned it might not be totally similar to MLOPs, main difference here using browser interface, brackets to write your codes and then train your model on web chrome browser console.

you learn to convert json files as well learn to convert different format of tf files

You can surely try this course.

5

Thanks @balaji.ambresh for mentioning me.

To give you a quick overview, here’s what is covered in the TensorFlow Data & Deployment specialization:

  1. TensorFlowJS for Browser
  2. TensorFlow Lite for coding on Android, iOS, and Raspberry Pi
  3. Data Pipeline creation and management
  4. Deployment of models across various platforms

This specialization give an understanding of deploying models in diverse environments, but it focuses more on model deployment for specific devices and browsers rather than the MLOps practices.

Hope that helps!

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