Machine Operator Assistant Education Requirements

1. MLOps (Machine Learning Operations) Fundamentals

This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production. Machine Learning Engineering professionals use tools for continuous improvement and evaluation of deployed models. They work with (or can be) Data Scientists, who develop models, to enable velocity and rigor in deploying the...

2. Deploying Machine Learning Models in Production

In the fourth course of Machine Learning Engineering for Production Specialization, you will learn how to deploy ML models and make them available to end-users. You will build scalable and reliable hardware infrastructure to deliver inference requests both in real-time and batch depending on the use case. You will also implement workflow automation and progressive delivery that complies with current MLOps practices to keep your production system running. Additionally, you will continuously...

3. Operations Management A-Z: Business Processes and Systems

4.6

(2,661)

Operations Management: Supply Chain & Business Processes in Industry for Manufacturing and Services Organizations...

4. The Operations Management Training Program

4.4

(677)

Learn how to design, plan, direct, and improve all the activities that transform resources into goods or services...

5. Machine Learning Engineering for Production (MLOps)

Understanding machine learning and deep learning concepts is essential, but if you’re looking to build an effective AI career, you need production engineering capabilities as well.\n\nEffectively deploying machine learning models requires competencies more commonly found in technical fields such as software engineering and DevOps. Machine learning engineering for production combines the foundational concepts of machine learning with the functional expertise of modern software development and...

6. Build and Operate Machine Learning Solutions with Azure

Azure Machine Learning is a cloud platform for training, deploying, managing, and monitoring machine learning models. In this course, you will learn how to use the Azure Machine Learning Python SDK to create and manage enterprise-ready ML solutions. This is the third course in a five-course program that prepares you to take the DP-100: Designing and Implementing a Data Science Solution on Azurecertification exam. The certification exam is an opportunity to prove knowledge and expertise operate...

7. Operations Management in small businesses: key techniques

4.5

(1,149)

A toolkit for making small business operations effective and efficient...

8. Productivity Machine: Time Management & Productivity Hacks

4.5

(26,046)

Productivity & Time Management Strategies for Goal Setting, Eliminating Distractions, & Building Habits for Success...

9. Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership

Machine learning runs the world. It generates predictions for each individual customer, employee, voter, and suspect, and these predictions drive millions of business decisions more effectively, determining whom to call, mail, approve, test, diagnose, warn, investigate, incarcerate, set up on a date, or medicate. But, to make this work, you've got to bridge what is a prevalent gap between business leadership and technical know-how. Launching machine learning is as much a management endeavor as...

10. Supply Chain Operations

Have you ever wondered how products and services are created exactly the same thousands of times over? And how companies are able to smooth out operations to manufacture efficiently, effectively, and without any waste? How is such precision possible? The answer lies at the heart of operations. In the Supply Chain Operations course, we introduce and apply essential process improvement tools to achieve perfection. After completing this course, you will be able to apply the Six Sigma methodology...

11. Operations Management: Supply Chains, Products and Services

4.5

(820)

Master Supply Chain Management and Product and Service Development in Manufacturing and Service Organizations...

12. Operational Risks Management ORM

4.3

(420)

Operational Risks Management ORM Case Studies for Risk Management, Compliance, Audit, IS Security, Banking Professionals...

13. Using Python to Interact with the Operating System

By the end of this course, you’ll be able to manipulate files and processes on your computer’s operating system. You’ll also have learned about regular expressions -- a very powerful tool for processing text files -- and you’ll get practice using the Linux command line on a virtual machine. And, this might feel like a stretch right now, but you’ll also write a program that processes a bunch of errors in an actual log file and then generates a summary file. That’s a super useful skill for IT...

14. Operating Systems from scratch - Part 1

4.6

(3,267)

Learn the concepts of Operating Systems from scratch as Operating System forms the core of Computer Science...

15. Operations Management: Facilities Planning and Management

4.7

(273)

Operations Management Training Program (Course 8 of 8)...

16. Operating Systems Part 3: Synchronization and Deadlock

4.6

(532)

Learn the concepts of Operating Systems from scratch as Operating System forms the core of Computer Science...

17. Lean Manufacturing A-Z: Lean Operations Management

4.5

(1,788)

Lean Business Operations Management, Lean Process and Systems Improvement in Production and Industry. MBA style course...

18. Operating Systems from scratch - Part 2

4.4

(873)

Learn memory management in operating systems as operating system forms the core of computer science...

19. Operating Systems Final Part (4) : File Systems & Threads

4.5

(384)

Learn the concepts of Operating Systems from scratch as Operating System forms the core of Computer Science...

20. Learning VMware vRealize Operations Manager

4.2

(380)

Increase your productivity and efficiency with the vRealize Operations Manager...