High dimensionality - Study guides, Class notes & Summaries

Handwritten notes related to the Data Analytics (ITNPBD6) course at the University of Stirling. I obtained a high 1st in the module. The notes cover all the basics Machine Learning principles and techniques. The outline is as follows: Chapter 1: Introduction to Data Analytics Chapter 2: Model Accuracy Chapter 3: Classification Chapter 4: Regression Chapter 5: Clustering Chapter 6: Neural Networks and Deep Learning Chapter 7: Metaheuristics, hyper-parameters and dimensionality reduction...

Multivariate Analysis - -deals with the statistical analysis of observations where there are multiple responses on each observational unit. -Multivariate Analysis - -This essentially models reality where each situation, product, or decision involves more than a single variable. -quantum of data - -Despite the ____________________ available, the ability to obtain a clear picture of what is going on and make intelligent decisions is a challenge. -process the information in a meaningful fa...

NURS 306 Health Assessment Final: 3 hours for exam – have VSIM and PrepU done by Wednesday Reproductive System - Female System: - Lymphatics of Female: o Vulva to lower vagina – drain into inguinal nodes o Internal genitalia – drains into pelvic/abdominal nodes (not palpable) - Reproductive History: o Menstrual ▪ Menarche: age at onset of menses ▪ Menopause: absence of menses for 12 consecutive months (48-55 years) ▪ Postmenopausal bleeding: occurring 6 months or m...

ISYE Midterm 1 Notes: Week 1 Classification:, Questions with accurate answers, Graded A+ Document Content and Description Below ISYE Midterm 1 Notes: Week 1 Classification: - Two main types of classifiers: o Hard Classifier: A classifier that perfectly separates data into 2 (or more) correct classes. This type of classifie r is rigid and is only applicable to perfectly separable datasets. o Soft Classifier: A classifier that does not perfectly separate data into perfectly correct classes. This...

PMHNP board set increase prolactin - correct answers- Stop prolactin (stop the agent that cause increase prolactin) 3-year-old masturbates, play with self, says naughty things - correct answersNormal for Piaget 5-year-old tells you his brother sodomized him - correct answers- Tell mom don't leave him alone with patient and call CPS implement crisis 13-year-old want to smoke - correct answers- Ask him of his plan to stop smoking 14-year-old girl clenching her teeth - correct a...

NUR 2180 Physical Assessment Module 8 Quiz Study Guide Latest Updated 2022 1. Know what to assess cerebellar function if the patient states they are unsteady on their feet o Balance 2. Understand how to assess the different deep tendon reflexes o The action is a brisk strike at the tendon insertion. Do not allow the hammer to rest on the skin after the strike. You will be testing the triceps, biceps, brachioradialis, patellar, and Achilles in this manner. The briskness of the respons...

NUR 2180 Physical Assessment Module 8 Quiz Study Guide Latest Updated 2022 1. Know what to assess cerebellar function if the patient states they are unsteady on their feet o Balance 2. Understand how to assess the different deep tendon reflexes o The action is a brisk strike at the tendon insertion. Do not allow the hammer to rest on the skin after the strike. You will be testing the triceps, biceps, brachioradialis, patellar, and Achilles in this manner. The briskness of the respons...

Using closed-ended questions may provide which advantage? What type of question is: “How often do you take naps during the day? Would you say (a) Never, (b) Rarely, (c) Occasionally, (d) Often, or (e) Almost every day?” A nurse researcher develops a multidimensional measure of nurses’ self-esteem and then gathers data to test the dimensionality of the instrument. What procedure would the researcher use? An instrument’s ability to correctly identify a case is...

In the context of data collection for a study, what are norms? What type of question is: “How often do you take naps during the day? Would you say (a) Never, (b) Rarely, (c) Occasionally, (d) Often, or (e) Almost every day?” A nurse researcher developed a new scale to measure the self-care behaviors of adults with type 2 diabetes. The validation effort included a test of the hypothesis that people with high levels of HbA1c (cutpoint of 7.5%) have significantly lower score...

IOP4863 SUMMARY NOTES 2021. IOP4863 - Personnel And Career Psychology. OPEN-SYSTEM, DECISION THEORETIC VIEW OF THE EMPLOYMENT PROCESS → The systems approach is a perspective that emphasises relationships and interactions. → In the systems approach, the organisation is viewed as operating in continual interaction with multiple environments in an open system. → From an open systems perspective, the organisation is viewed as an input-throughput- output system. → Within the organisation is a...