Online career, educational and occupational assessments are provided for individuals. The assessments include the ability to map a Holland code to academic majors and occupations and further apply confidence and work value filters to identify potential majors and occupations that may best match an individual's interests and desires.

Methods, systems, and apparatus, including medium-encoded computer program products, including receiving, through a user interface, a request for a healthcare education content item including one or more healthcare education terms, providing, for presentation in the user interface, a subset of healthcare education content items, receiving a selection of a healthcare education content item of the subset of healthcare education content items, providing the selected healthcare education content item and the one or more reflective prompts for the selected healthcare education content item, receiving a user reflection responsive to a reflective prompt presented with the selected healthcare education content item, generating, by machine learned models, a user reflection score corresponding to reflection assessment criteria of the user reflection, classifying the user reflection based on whether the user reflection meets a threshold healthcare education credit criteria, and providing a notification including the classification of the user reflection.

A method for recommending a career to a user, the method comprising the steps of: at processing circuitry executing instructions stored in a memory device, receiving raw user data; preprocessing the raw user data; extracting predefined content from the user data; transforming text in the predefined content into frequency distribution and generating a predetermined number of feature vectors; generating a training data set and a test data set from the feature vector output; generating at least one model, and using the training data set and test data set to evaluate the performance of the at least one model; receiving subject user data; predicting the at least one career using the trained model on the subject user data; and generating a report comprising the at least one career.

Apparatuses, systems, and methods are provided for training employees are provided. The method comprises: (1) receiving, by one or more processors from a user device associated with an employee, an answer associated with a question; (2) generating, by the one or more processors via a chatbot, values associated with one or more metrics of the answer; and/or (3) performing, by the one or more processors, at least one of the following: (i) determining a skill level of the employee based upon the values associated with the one or more metrics of the answer; (ii) presenting, to the employee via the user device, a second question based upon the values associated with the one or more metrics of the answer; and/or (iii) presenting, to the employee via the user device, an explanation based upon the values associated with the one or more metrics of the answer.

Apparatuses, systems, and methods are provided for career development are provided. The method comprises: (1) receiving, by one or more processors from a user device, an information element associated with a user; (2) generating, by the one or more processors via a chatbot, career development suggestions based upon the information element associated with the user; and/or (3) presenting, by the one or more processors to the user via the user device, the career development suggestions. The chatbot may implement a trained model.

A dynamic generative-AI enhanced leadership coaching platform includes an agent, an authentication module, an event processor, a user interface module, a router, a generative AI module having a prompt compiler module, a post-conversation analysis module, a prompt template library, an API interface module, a memory management module having a vector-search module, a vectorized database module configured to store vectorized data records and be accessible to the memory management module, a vectorization module configured to vectorize data, a knowledge base database module configured to catalogue vectorized data, and a user profile stored in the user database including a dynamic data point, a personalized conversation starter, and a user permission set.

Methods, computer-readable media, software, and career planning system may receive inputs from a user in response to questions related to personality and may provide outputs related to preferences for schooling and other career options, such as courses, colleges, universities, programs, majors, careers, jobs, and/or companies. The personality of the user may be broken into four (or other numbers) different pillars, life vectors, and/or personality characteristics and the user may be provided a score in each of the pillars, life vectors, and/or personality characteristics based on the responses to the questions. These scores for each of the pillars, life vectors, and/or personality characteristics may be then matched to various schooling and career option recommendations for the user.

An electronic learning system for generating at least one visualization in relation to a plurality of learners. The system includes at least one data storage device storing learner data and class data, the learner data having a plurality of performance aspects associated with each learner and class data being associated with the plurality of learners, and at least one processor in data communication with the at least one data storage device. The at least one processor adapted to receive the learner data and the class data, generate at least one visualization indicative of performance of each learner in relation to the plurality of learners based upon the learner data and class data, the at least one visualization including multiple graphical features, each of the graphical features being indicative of one of the performance aspects of the learner relative to class data, and display the at least one visualization.

A method for bi-directional communication using a standby screen is disclosed. The method includes displaying, within the standby screen displayed on each of a number of computing devices of an organization, a message that prompts a user-specific response from each user of the organization, receiving, in response to displaying the message and from the computing devices, the user-specific response from at least one responding user, generating a result by at least analyzing the user-specific response from the at least one responding user, and dynamically adjusting the message for subsequent displaying within the standby screen to prompt a subsequent user-specific response from each of the users.

Systems and techniques are disclosed that provide a comprehensive and integrated professional education and training platform, especially in the areas of tax, financial auditing and reporting, and planning and risk assessment. The systems and techniques allow an administrator to identify a subset of learning courses from a set of available learning courses for association with an educational product, and to assign individuals to each of the subset of learning courses.