Machine Learning Fundamentals: Data Types, Algorithms, and Clustering
Data Types
Integer: Whole numbers, without decimals.
Double: Rational numbers, i.e., with decimals.
Character: Data in text format. (“Juan”)
Logical: Values of True (TRUE) or False (FALSE)
Data Structures
- Vector: The fundamental data structure in R. It stores an ordered set of values called elements. A vector can contain any number of elements, but all elements must be of the same type.
- Factors: A special data structure where R recognizes that the stored values represent different categories of a qualitative
Jenkins Methodology: A Systems Engineering Approach
Jenkins Methodology: Systems Engineering
Objectives of Systems Engineering
A system is defined as a complex grouping of people and machines with a defined objective. Systems Engineering is not a new discipline; it’s rooted in industrial engineering practice. However, it emphasizes overall system performance, as opposed to individual component performance. A key feature is the development of quantitative models to optimize system performance.
In Systems Engineering, “Engineering” refers to designing,
Read MoreDidactics, Planning, and Goal Setting in Education
Didactics and Planning in Education
1. Definition of Didactics
According to Lavalée, “didactics is the scientific study of the organization of learning situations experienced by a group to achieve a cognitive, affective, and/or motor objective.”
2. Evaluation
Evaluation is a constant process throughout the educational plan. It involves practical control of the outcomes and impacts of the whole process, as well as the results and effects of each level (plan, project, and program).
Evaluation Stages
- Design:
Technical Reports and Documentation in Engineering
Technical Reports and General Documentation
Types of Technical Documents
Technical Report
A technical report is any communication, display, or notice made by a technician regarding their participation in the study of a technical problem. It can span various engineering branches and may contribute new facts or viewpoints to problem-solving.
Report (Memoria)
A written and researched account of a study, experience, or activity, detailing its objectives, resources, development, and results, authored by those
Read MoreEffective Communication Strategies for Citizen Interaction
Effective Information Delivery
Citizens should perceive liking, respect, and sympathy.
Nonverbal Communication
- Maintain eye contact and listen attentively.
- Use appropriate body guidance and physical proximity.
- Employ adequate language skills.
Verbal Communication
- Ensure clear, concise information delivery.
- Avoid repeating information unnecessarily.
- Utilize media support (e.g., maps).
- If unclear, ask clarifying questions simply and directly.
Expressing and Handling Negatives
This depends on the request and situation.
Read MoreSoftware Project Planning, Design, Quality, and Testing
Temporary Planning Project
This planning can be viewed from two perspectives:
- The launch system date is irrevocably established. Effort distribution within the prescribed framework may be necessary.
- The second approach assumes we have studied approximate chronological limits, but the system’s organization is the final date to be fixed.
Therefore, are anti-productive work teams? The answer is no, considering that communication will improve the software’s quality and ease of maintenance.