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Engineering Memo: Analyzing Research Data Insights

Engineering Memo: Analyzing Research Data Insights At this time, you have organized and formatted your data. Now, it’s time to begin investigating your research questions using your data. Think back to your research questions and ask yourself—in what way will the data tell me the answer to my question? In an Engineering Memo, answer the following […]

Organizing Data for Energy Research Memo

Organizing Data for Energy Research Memo At this time, you should have completed your data collection for the project. Organize your data into a professionally formatted spreadsheet or spreadsheets, and then provide a final verbal “snapshot” of your data in an Engineering Memo: What kind of data is it? (spatial, temporal, multivariate, verbal, etc.) (1-3 sentences) How much data […]

Race Culture and Identity in Social Work

Race Culture and Identity in Social Work Welcome to Module 10! This is our final module in the course. We will be wrapping up the course by looking at race, culture, and identity, as it impacts the life cycle stages. We will specifically look at how we as social workers can help those in each […]

Engineering Memo: Analysis Plan Overview

Engineering Memo: Analysis Plan Overview Engineering Memo Subject: Analysis Plan for Investigating Research Questions Dear Sir/Madam, In response to your research questions I have developed an analysis plan to investigate the data and obtain insights., The analysis will be focused on identifying trends clusters and correlations as well as performing statistical analysis, including Principal Component […]

Analyzing Principal Components and Formulations

Analyzing Principal Components and Formulations Which are the two most important principal components? How can you tell, using one of your visualizations?, Does it seem reasonable to use only two principal components in the feature vector? Why or why not? The two most important principal components are typically the first two components as they capture […]

Integrating Factors: Understanding Client Dynamics

Integrating Factors: Understanding Client Dynamics Weave together biological, psychological, social aspects of client’s past and present into speculation about dynamics, the interaction of factors contributing to client’s current difficulties. Goal is to move beyond “what” of a person’s self and situation into “how” and “why”. The goal of this aspect of the assessment is to […]

Biopsychosocial Assessment

Biopsychosocial Assessment Module 7 Case Assessment Week 7 Biopsychosocial Assessment Instructions Select one of the cases from the Hutchison textbook. Section 1 Social workers use psychosocial assessments to plan the most effective treatment plan for clients. Psychosocial assessments provide social workers with a holistic or multidimensional overview of a person’s life to help them identify […]

Understanding Sarah: Trauma and Resilience

Understanding Sarah: Trauma and Resilience History of Trauma: Sarah experienced emotional abuse from a previous partner, which has impacted her ability to trust and form intimate relationships. She also witnessed domestic violence in her childhood home, contributing to her anxiety and fear of conflict. Factors of Diversity: Sarah identifies as a Caucasian woman from a […]

Interviewing for Life Course Insights

Interviewing for Life Course Insights Note: These assignments evaluate your acquisition of the core competencies and progress toward the learning objectives described at the beginning of the syllabus. Your instructor may use this assignment as written, a modified version of it, or a completely different assignment that also addresses those competencies and objectives. If your […]

Future Research and Limitations Discussion

Future Research and Limitations Discussion Think back on the research questions and their answers. What are some aspects of these questions that could benefit from further studies? Be specific in your answers! (3-5 sentences) What were some of the limitations of your research? i.e., what were the constraints in terms of how much data you collected, […]

Evaluating Model Performance and Insights

Evaluating Model Performance and Insights To begin, collect the subset of data that was NOT used to train the model. You’ll need at least n = 10 unique data points (i.e., values of the independent variables Xi + dependent result variable Yj). If you’ve got even more than 10 additional points, that’s better. Next, use the model to […]

Model Training and Evaluation Process

Model Training and Evaluation Process It’s modeling time! Now that you’ve analyzed your data and have a better understanding of its behavior, it’s time to try modeling your dataset and assessing the training error. Summarize the results of your analysis in an Engineering Memo. Address at least the following: What is the goal of your model? […]

Key Insights from Data Science Visualizations

Key Insights from Data Science Visualizations Pick a visualization (i.e., one of the Figures) from this 2020 review article by Jablonka et al. Links to an external site. about the application of data science to porous materials, and answer the following in your initial post: Describe the visualization in your own words. What message does […]

Managing notifications in Health care

Managing notifications in Health care The typical incubation period can vary from 6 hours to 3 days, (and occasionally longer), but is commonly 12 to 36 hours. Salmonellosis is infectious while the case’s stools are positive, which can vary from several days to several weeks after infection. A temporary carrier state occasionally continues for months, […]

Control Guideline for Public Health Units

Control Guideline for Public Health Units Salmonellosis (excluding S. Typhi and Paratyphi Infection) Control Guideline for Public Health Units Last updated: March 2021 Public health priority: High if a cluster. Routine for all others. PHU response time: Respond to confirmed cases on the same day of notification if: ∙ Part of a cluster ∙ Infected […]

Outbreak of Pertussis in Australia

Outbreak of Pertussis in Australia Outbreak of Pertussis in Australia, 2023 Between 1 January and 31 March 2023, 8,058 cases of pertussis were reported to the National Notifiable Diseases Surveillance System (NNDSS). Cases were reported from all states and territories, with the majority reported by New South Wales (n=5,265) and Queensland (n=1,187). The number of […]

Visitors during peak influenza transmission

Visitors during peak influenza transmission Host (population) Risk factor: Age The total population and the numbers in each age group allows us to calculate the proportion of people of each. Age group in the population, and therefore determine if the population has a high-risk age structure. Two high-risk groups for influenza are children under the […]

Communicable Disease

reCommunicable Disease This is the third assignment for the communicable disease unit. We are needed to develop a risk assessment tool (not doing the risk assessment itself) plus an accompanying document for the tool (most marks are on this). So, you will choose a disease from the remaining two that we haven’t used in the […]