How To Simulate Adversary For Numerical Evaluation In Online Learning

Online education is big business and it’s going to get bigger. However, for companies that want to grow they need accurate numbers to show to employees and buyers.

How To Simulate Adversary For Numerical Evaluation In Online Learning

“Survey the available results; accept what you like, and ignore the rest.” It can seem daunting when it comes to evaluating online learning (OL), but with practice it can become easier to evaluate and rate. At the same time, many options and input methods are available. Finally, it’s helpful to establish a cohesive structure to evaluate online learning, including the algorithm and method that is used. With practice, we can create a digital SLR film of our learning.

I urge readers to stay away from the feel good buzz words such as “skills acquisition” and “critical thinking,” as those are opinions, not facts. Instead, value professionals that who have practiced online learning. Craft descriptions of who they are. Then, add together what courses they have taken. That will provide the foundation for synthesizing their work and their methods. Review everything they have said over time. See what goals they have attained with online learning.

You can consider simulations. In a simulation, you pose a critical question and receive return. If an answer is offered, you are added to the course’s cohort. At the conclusion of each group’s group, a consistent score and feedback is given. Be careful however, as you may wish to follow your group and self-teach; often that is the case. Create a rough outline of courses that you wish to complete. Send emails or messages to groups within your cohort. Include their assignments for the coming week. This will be more useful if groups have a smaller number of members. Add to their masterwork of online learning.


For online learning, goals should be clear, easy to understand, and measurable. So, what other ways can we assess? Most institutions have a way to measure student persistence and completion rates, especially in single courses or online. Not enough sites take a holistic approach, but then students don’t learn well.

Building a systematic process to show accurate quantitative metrics is good for both students and administrators. See a new article for details.

If we need to verify the claims of online learning programs, we can ask specific questions. “Have you completed this course?” and “Can you recommend it?” are valuable questions to help us compare courses.

We need to know that learning is really happening. Often online learning is perfect in how it presents itself, but incomplete in what is said and how it is done. There is a common perception of online learning: “It’s good and I’ll finish it.” Be skeptical however. It may be more like “I feel good but I don’t know why.”

Let’s review our group and individual group approaches. After looking at specific examples, our methodology may not always work, so we are adding the framework of our course description in order to have clearer benchmarks.

1. A Strong Group

Strategic group design: The goal is to create a group that will focus on particular activities, methods, and competencies. By design, the group may be self-directed or detached from the instructor. If the focus is to accomplish given goals, establish a group structure of thought.

2. Developing a Practice Stack

Practice of key skills: Students should practice the application of basic skills and learning applications. Such activities include online reading and feedback, group discussions, tutoring, independent work, or visualization.

3. Adapt to Student Behaviors

Reviewed and adjusted course online learning: One or more individuals can review and revise course material using online methods or review alone. It is okay to go over course material as individuals, but it is best to review together.

Accelerator technique: Again, best to develop a process that adds efficiencies to online learning.

Criteria are grouped into four areas: view, design, adoption, and experience. Outline and link the goals of each. Describe how one or more of the group members works and contribute their ideas.

6. Feedback Toolkit

Using the tools mentioned above, with assistance from the instructor and evaluation group, the group can work with the instructor and prepare for review and then additional test study.

7. Evaluate

Data needed: Data to understand how students progress through the course. Calculating performance based on the status of set targets.

Check out our Ascent of Creativity eCourse for more teaching ideas and

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