• DevOpsCertification, India
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The MLOPS CERTIFIED PROFESSIONAL Certified Mlops Engineer – Professional exam is intended for individuals whose concept is deeply collaborative in nature between data scientists and the operations or production team, designed to eradicate waste, automate as much as possible, and produce richer, more consistent insights with machine learning (ml).


Recommended Knowledge and Experience

This certification Learning Path is is a program which tackles the subject of deploying the Machine Learning models in production and at scale. Our MLOps course will help you to learn - best MLOps tools, techniques, and practices for deploying, evaluating, monitoring and operating production ML systems end-to-end. As part of this course, you will learn to deploy models into production environments using cutting edges open-source frameworks.

Intended Audience

Machine learning techniques have finally achieved enough effectiveness and practicality for mass adoption in companies and institutions. MLOps practice is going to be next buzzword of the industry. MLOps is still emerging - most companies are in the early stages of understanding and proficiency of this concept. The potential for MLOps professionals in this area, therefore, is enormous.

Learning Objectives

The aim of the certification is to validate your knowledge across a number of different key areas, which have been defined by Mlops as being able to:

Abilities Validated by the Certification

  1. Introduction to ML workflow and the need for Pipelines
  2. Introduction to Tensorflow Extended (TFX)
  3. Data Ingestion using TFX
  4. Data Validation using TFDV
  5. Data PreProcessing using TFT
  6. Model Training using TFX
  7. Model Analysis and Evaluation using TFX
  8. Model Deployment using Tensorflow Serving
  9. The orchestration pipelines - Apache Beam, Apache Airflow and Kubeflow

Prepare for Your Exam

There is no better preparation than hands-on experience. There are many relevant MLOps Training courses and other resources to assist you with acquiring additional knowledge and skills to prepare for certification. Please review the exam guide for information about the competencies assessed on the certification exam.

Practices

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