Data Science & Big Data Analysis-Data Set

1. Please provide the summary (150 words) of the dataset, which is listed below(.doc file), 

2. And the data set  with Minimum number of columns 5 column and Minimum number of records in the dataset 5000 records (.csv file) 

Data Set: https://archive.ics.uci.edu/ml/datasets/phishing+websites#

 

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LASA 1—Diagnosis for Substance Use Disorder with Co-occurring Disorder, Assignment 2 help (3-4 pages)

Assignment 2: LASA 1—Diagnosis for Substance Use Disorder with Co-occurring Disorder

In your professional capacity as a substance abuse counselor, you are not permitted to give diagnoses for mental disorders other than those related to substance abuse. However, you will likely be exposed to clients with mental health disorders in the assessment or treatment process. The competent substance abuse evaluator will be able to identify clients who present mental health disorders and make the appropriate referrals. Providing appropriate referrals for clients is common in the substance abuse field.

In M1: Assignment 3, you developed a case history for a person with an addiction. In this assignment, you will develop a case history and include one mental disorder. The inclusion of a mental disorder in your case study will aid in the examination of co-occurring disorders. You will then present your diagnosis and referrals.

This assignment has two parts. Complete both parts.

Part I

Create a case history for a person with an addiction and a mental disorder. Do not include identifying information. Include the following elements in your case history:

  • Demographics—including age, gender, ethnicity, socioeconomic status, marital status, number and ages of children, living arrangements, and religion if applicable
  • Presenting problem
  • Previous psychiatric treatment of patient
  • Previous chemical treatment of patient
  • Chemical history
  • Medical history—including disabilities if applicable
  • Work and education history
  • Legal or financial concerns
  • Family background
  • Concerned person involvement
  • Referral source

Part II

Analyze the case history and present your diagnosis as related to substance use disorders. Include the following in your diagnosis:

  • Summarize key case study elements you would use to formulate a diagnosis and guide your treatment plan.
  • Identify at least two assessment tools that you would use to formulate a diagnosis. Justify why you have selected these tools.
  • State your diagnosis related to substance use disorders. Justify your reasons for your diagnosis.
  • Identify other concerns and offer recommendations and referral opportunities. Justify your reasons and explanations.

Write a 3–4-page report in Word format. Apply APA standards to citation of sources. Use the following file naming convention: LastnameFirstInitial_M3_A2.doc.

By Wednesday, February 10, 2016, deliver your assignment to the M3: Assignment 2 Dropbox.

Assignment 2 Grading Criteria

Maximum Points

Created a robust case history including details for each of the required elements.

24

Summarized the key case study elements used to formulate a diagnosis and guide your treatment plan.

32

Identified at least two assessment tools for diagnosis.

16

Justified why you chose these assessment tools.

32

Stated and justified diagnosis of the client.

20

Identified and justified other concerns and offered recommendations and referral opportunities for the client.

32

Presentation Components:

Organization (12)

Style (4) 

Usage and Mechanics (12)

APA Elements (16)

44

Total:

200

LASA 1—Diagnosis for Substance Use Disorder with Co-occurring

 

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perspectives and frameworks of nursing peer response

You are expected to reply to two other students and include a reference that justifies your post. Your reply must be at least 3 paragraphs.
The following are the questions that your peers answered. Using the instructions above formulate a peer response comment to their essay.
1. There is a wide variety of perspectives and frameworks from which to practice nursing. After reading the various framework and theories presented, which most closely matches your beliefs? Please explain why?
2. After reading the Nurse of the future: Nursing core competencies on page 84, please describe how you plan to apply these 10 core competencies into your daily Nursing practice. Please be sure to address all 10 competencies and give specific examples.
Attached are the two essays by classmates that need to be responded to. Each essay needs a 3 paragraph response. Just agreeing, disagreeing or adding on your point of view of the answer to the questions.
Student #1 response

 
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Business intelligence | business intelligence

Research: Extraction, Transformation, and Load 

Background: As noted by Efraim (2015), at the heart of the technical side of the data warehousing process is extraction, transformation, and load (ETL). ETL technologies, which have existed for some time, are instrumental in the process and use of data warehouses. According to Efraim (2015), “The ETL process is an integral component in any data-centric project”

Reference: Sharda, R., Delen, Dursun, Turban, E., Aronson, J. E., Liang, T-P., & King, D. (2015). Business Intelligence and Analytics: Systems for Decision Support. 10th Edition. By PEARSON Education. Inc.

ISBN-13: 978-0-13-305090-5

Summarize and describe what ETL (Extraction, Transformation, and Load) stands for. Solomon (2015) classified ETL technologies into four categories. Mention these four categories and describe them succinctly. Finally, why is the ETL process so important for data warehousing efforts? 

Your research paper should be at least 3 pages (800 words), double-spaced, have at least 4 APA references, and typed in an easy-to-read font in MS Word (other word processors are fine to use but save it in MS Word format). Your cover page should contain the following: Title, Student’s name, University’s name, Course name, Course number, Professor’s name, and Date.