Tag: Big data

24 Dec 2020
Big Data

How can LMS be used in a company to manage Big Data?

Companies are finding it tough to manage Big Data.

 
However, with new technologies companies can easily analyse this data. They also help to get useful analysis and conclusions from this data. Companies have to integrate the LMS into their businesses to check and review this data. You can also check who in the company has access to which kind of data. You can also control access to data. The LMS makes sure that the training gaps can be recognised based on data gathered through the software.

It recognises what are the training gaps for employees and generates online courses based on such gaps. These LMSs use intelligent algorithms based on the skill profile of a user to recommend courses for him. An LMS can be integrated with all kinds of software in the company. It can collect the data from all these software.
They can be single sign-on applications, enterprise resource planning and customer relationship management programs. LMS’s provide instructional content based on the data collected through such programs. 

Due to integration with LMS, you can manage the huge data that is dispersed across various systems. The companies can bring all this data together through an LMS. The company can hence analyse how employees are performing and how is online training going. When the company can analyse the work of employees, they can also analyse whether online training is giving results as it should.

Recognise competencies 
Another reason why you should ensure that the LMS is a part of your systems is that you can recognise hidden talent. For example, if an employee is good in the domain of customer service, then you can deploy him there. However, all this information is given to you via with the LMS in which you can check the CRM records. Thus, you can deploy this resource in the customer service department so that the talents are used effectively. You can also provide them with the elearning courses so that any skill gaps are eliminated. All the information about the performance of employees is revealed when all the sales data is entered into the LMS.

Track progress of employees 
When all the employees enter data into Salesforce, you can get the required information. This includes whether they met their sales targets. The progress of employees in terms of their work can be tracked through such software. Are they able to convert leads into potential sales? Are their communication skills improving? With a salesforce LMS which includes assessments and courses for employees, you can get information about how many employees have completed assessments. This kind of assessment completion is important for their compliance requirements as a salesperson.

Change management of employees 
LMS integration with the software such as salesforce ensures that the reports generated by the LMS get into hands of team leaders. The team leaders get the data from the LMS and then change their management attitude. The leaders are easily able to improve their management skills to get better employee performance. They get the knowledge where the sales team is lacking.

Internal marketing of training materials 
With the help of LMS, automated emails can be sent to the employees and managers. LMS integrations are useful to make sure that the training in the company is done properly. LMS does internal marketing of the training materials. LMS can make sure that the training materials are adjusted properly to get the attention of employees. The LMS decides the training material for the employees and the proper marketing strategies for such material.
Internal marketing through LMS can be done to make sure that employees are well trained. 

28 Oct 2020

Big data helps elearning systems

Elearning has taken on the world in a big way. It’s used everywhere whether in schools or offices. Teachers are transferring knowledge to students through elearning systems.
You collect data with elearning through Bigdata. This data is collected for every user of the elearning system.

When is Big Data created?
Big data is created when a user browses through the course. This data includes information on the user’s performance, results and any other kind of data created is captured in the big data. This data can be seen in useful results in the form of LMS analytics.
When used carefully, the LMS analytics showing big data comparisons which can be used for learning several new things. This involves whether there are any areas in which the users are facing any difficulty.

Whether the elearning is successful in solving the learning needs of the organisation can be tracked using LMS analytics. In how much time, the user goes the course is also important and can be captured through Big Data and LMS analytics.

If the user is taking more than average time to browse through the course, it implies that it is difficult for him. So, the course can be worked upon. Findings of questionnaires included in the course are also important. So, are social media polls which reveal information about the preferences of users about the course.

  • Decide factors for which data is important
  • LMS analytics are only useful once they find data which is of use to the organisation. For example, employee performance during the course can be measured. It will show as a metric in the LMS analytics. Tasks can be included in the elearning course to measure employee performance.

  • Data safety is also important
  • Even if some Big Data is of no use now, it can’t be rejected or thrown away. It might be useful in the future.
    In fact, every source of data must be encrypted. Safety measures should be imposed online. It is also important to know who is using your Big Data so that it can be protected.

  • Priority list of data
  • The Big Data collected from an elearning module will depend on the number of tasks in it. However, the more the number of tasks the more frustrating the module can get for the user. Hence to make a module simpler and make it target-oriented also, its important that the issues to be addressed first should be decided upon. Issues that can be addressed later can be built in the later modules. So, for course improvement, this has to be done.
    You can also get the feedback taken from the learners about the course through tasks inbuilt in it and then rectify it. This way, the learner won’t suffer from any lack of motivation with a tough module.

  • Change in the amount of data
  • The data acquired through Big Data will be increased in the future. Careful management is necessary because it’s scalable. Hence companies might need to hire vendors in the long run when the amount of big data increases. This is how elearning systems rely on Big Data to measure the performance levels of learners.

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    DSLR stands for Digital single-lens reflex camera. It has a digital imaging sensor. In this kind of camera, the captured image can be viewed in the viewfinder when the shutter button is pressed. Its shown through the main lens rather than through a secondary lens, so the user knows what has been captured. 

    He was a German psychologist who is known for discovering the forgetting curve. According to this curve, the biggest decline in memory happens within 20 minutes, and then 1 hour.