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Exam Number : DCPDS
Exam Name : Databricks Certified Professional Data Scientist
Vendor Name : Databrick
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DCPDS Exam Format | DCPDS Course Contents | DCPDS Course Outline | DCPDS Exam Syllabus | DCPDS Exam Objectives
Exam Detail:
The DCPDS (Databricks Certified Professional Data Scientist) exam is a certification exam that validates the knowledge and skills of individuals in data science using Databricks. Here are the exam details for the DCPDS certification:
- Number of Questions: The exam typically consists of multiple-choice questions and hands-on exercises. The exact number of questions may vary, but typically, the exam includes around 60 to 80 questions.
- Time Limit: The time allocated to complete the exam is 2 hours (120 minutes).
Course Outline:
The DCPDS certification course covers various topics related to data science using Databricks. The course outline typically includes the following topics:
1. Introduction to Databricks:
- Understanding the basics of Databricks and its role in data science.
- Navigating the Databricks workspace and user interface.
2. Data Exploration and Preparation:
- Exploring and understanding data using Databricks.
- Performing data preprocessing tasks such as data cleaning, transformation, and feature engineering.
3. Machine Learning with Databricks:
- Applying machine learning algorithms and techniques using Databricks.
- Building and training machine learning models.
- Evaluating and tuning model performance.
4. Advanced Analytics and Visualization:
- Using Databricks for advanced analytics tasks such as clustering, time series analysis, and text analysis.
- Visualizing data and model results using Databricks' visualization tools.
5. Model Deployment and Monitoring:
- Deploying machine learning models in production using Databricks.
- Monitoring and evaluating model performance and making necessary adjustments.
6. Collaborative Workflows:
- Working collaboratively with other data scientists and stakeholders in Databricks.
- Sharing and presenting insights and results using Databricks' collaboration features.
Exam Objectives:
The objectives of the DCPDS exam are as follows:
- Assessing candidates' understanding of Databricks and its role in data science.
- Evaluating candidates' knowledge and proficiency in data exploration and preparation using Databricks.
- Testing candidates' skills in applying machine learning algorithms and techniques using Databricks.
- Assessing candidates' ability to perform advanced analytics tasks and visualize data in Databricks.
- Evaluating candidates' competence in deploying and monitoring machine learning models in Databricks.
- Testing candidates' understanding of collaborative workflows and effective communication in Databricks.
Exam Syllabus:
The specific exam syllabus for the DCPDS certification covers the following areas:
1. Databricks Basics: Understanding the Databricks workspace, user interface, and collaborative features.
2. Data Exploration and Preparation: Performing data exploration, cleaning, and transformation using Databricks.
3. Machine Learning with Databricks: Applying machine learning algorithms and techniques in Databricks.
4. Advanced Analytics and Visualization: Performing advanced analytics tasks and visualizing data in Databricks.
5. Model Deployment and Monitoring: Deploying and monitoring machine learning models in Databricks.
6. Collaborative Workflows: Working collaboratively and effectively communicating with stakeholders in Databricks.
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Databrick Professional exam format
Final ExamFinal Exam solution The Final Exam will be Monday, December 12 from 3:30-5:30 pm. Prof. Hess will be available for last-minute questions on Monday in ME 3003B. All students will take the exam in CL50. Some additional notes regarding the Final Exam: Final Exam from previous semesters Tips for Passing the Series 6 ExamThe Series 6 is a securities license entitling the holder to register as a company's representative and sell certain types of mutual funds, variable annuities, and insurance. Holders of the Series 6 license are not authorized to sell corporate or municipal securities, direct participation programs, and options. With Series 6, an individual can purchase or sell certain types of mutual funds, variable life insurance, municipal fund securities, variable annuities, and unit investment trusts. As you begin your study and preparation for the Series 6, be aware of two things: The Series 6 exam is administered by the Financial Industry Regulatory Authority, better known as FINRA (Formerly NASD's). The official name of the Series 6 is the Investment Company/Variable Contracts Products Limited Representative Qualification Exam, and it is used to qualify financial professionals seeking registration to transact in certain types of investment trusts, mutual funds, variable annuities, and insurance. Holders of the Series 6 license are not authorized to sell corporate or municipal securities, direct participation programs, and options (for this you would need the Series 7). Simply put, a person who wishes to become a registered representative (RR) and sell mutual funds, unit investment trusts (UITs), variable annuities, or variable life insurance must pass the Series 6 exam. A Series 6 RR cannot sell closed-end funds except at their IPO (a prospectus offering). The Series 6 ExamThe Series 6 exam is now heavily oriented toward professional interactions with customers and divided into four main topic sections. The exam must be completed within 90 minutes and contains 50 questions (there are also 5 experimental questions that will appear on the exam, which are ungraded, for a total of 55 questions. Test takers will not know which ones these are). The passing score is 70%. There are no prerequisites for the exam, but the Securities Industry Essentials (SIE) exam is a co-requisite for Series 6. Scratch paper, pencils, and calculators are made available to candidates at the testing center. Exam TopicsThe Series 6 exam has 50 multiple-choice questions broken up into the four major topic areas, each concerned about the main functions of an RR: Because there are 50 questions (plus 5 additional experimental questions) on the exam and just an hour-and-a-half to complete them all, candidates have just over one minute and a half to complete each question. Therefore, candidates should carefully budget their time. Flag the Hard QuestionsSeries 6 candidates will normally encounter several questions on the exam that are long and wordy. These are situation-type questions and can take quite a bit of time to work through and answer. Although it is easy to get wrapped up in these questions, you should remember that the simple questions count just as much as those that are long and complex. A good strategy, therefore, might be to flag a question—the computer program at your testing center will allow you to do this—that will take more time. That way, you can go back and work on answering it after you've finished the test. Choose the questions that you flag carefully: you won't want to do it for 30 questions in a row! Follow the Bell CurveThose who have recently taken the exam report that the structure of the questions is a "bell curve." That is, the first question and the last question on the exam are quite simple. The level of difficulty increases until one is past the midway point, then drops off steadily until the end. Be aware that this is likely to be your experience and don't let the increasingly complex questions frustrate you. Press on. Easier questions will be on the way. Don't Second Guess YourselfThe majority of those who take the Series 6 report that they had time remaining after answering all the questions. If this also happens to you, finish the exam, wait for the congratulatory message, smile and go on about your life! Don't go back and change answers! Statistically, when you change answers, you're wrong most of the time. If you must guess, your first guess is usually the best. Sharpen Your SkillsTo help increase your speed in answering questions, do many practice questions. As you do the questions, keep track of your progress by noting your weakest topics If you are not performing well—especially in those areas that have a significant number of questions—you'll need to review the subject matter more closely. Exam DayWhen you go to the testing center, be sure to arrive early. After you've signed in and put your personal effects in a locker, you'll be given scratch paper, pencils and a calculator to use during the exam. You will normally only need to use the calculator two or three times during the whole session. The current test is much less a mathematical exercise than it was several years ago. You must, however, be aware of the basic formulas for mutual funds. The database has a number of questions that require a candidate to recognize the formulas, although you won't have to use them to do computations. The scratch paper is another matter. Before you start the exam, make all the notes you need on the scratch paper. One of the most useful tools is the teeter-totter illustrating the yields on discount and premium bonds. You may be able to use these to simplify answering several questions. Anything else that you want to use as you take the exam should be on your scratch paper before you start the exam. Exam-Taking HintsLicensees must fulfill continuing education (CE) requirements and receive sponsorship from a FINRA registered company to keep their Series 6 licenses. FINRA’s continuing education program includes two elements: a regulatory element and a firm element. On the regulatory side, FINRA requires licensees to complete a computer-based training session within 120 days of the second anniversary of registration. FINRA also requires a computer-based training session every three years after that. The firm element requires broker-dealers to establish and maintain a continuing education program. The Bottom LineIf you follow the advice we've outlined here, you will be well on your way to passing your upcoming exam. To ensure you are at your best, go to bed early the night before the exam and do not try cram in study time immediately before your test. Relax as much as possible and go into the exam confident that you'll pass the first time. Remember: 70% is a passing score—an A. 71% is an A+! Certified Automation Professional® (CAP®) Exam Review Course (EC00M)![]() ![]() Length: 21 Modules; approximately 21 hours of instruction plus supplemental readingCEU Credits: 2.1Certification of Completion: A Certificate of Completion indicating the total number of CEUs earned will be provided upon successful completion of the course. Description:This is a self-paced, online course consisting of 21 modules which review the knowledge and skills areas included on the CAP examination. The intent is to prepare an automation professional who meets the exam criteria to take the exam. The content is based on the Job Analysis: Domains, Tasks, Knowledge Areas, and Skill Areas developed as the basis for the CAP certification exam. You will be able to:Electronic Textbook:Certified Automation Professional Study Guide More Ways to Learn (Recommended):A Guide to the Automation Body of Knowledge, 3rd EditionEdited by: Nicholas P. Sands, PE, CAP, ISA Fellow and Ian Verhappen, P Eng, CAP, ISA Fellow Modules may be purchased individually. Module 1 CAP Basics Module 2 Process Instrumentation Module 3 Analytical Instrumentation Module 4 Continuous Control Module 5 Control Valves and Analog Communications Module 6 Control System Documentation and Control Equipment Module 7 Basic, Discrete Sequencing and Manufacturing Control/Discrete and Sequencing Control Module 8 Motor and Drive Control Module 9 Motion Control Module 10 Advanced Control Module 11 Batch Control Module 12 Alarm Management and Reliability, Safety and Electrical Module 13 Process Safety and Safety Instrumented Systems Module 14 Electrical Installations and Electrical Safety Module 15 Digital Communications Module 16 Industrial Networks Module 17 MES Integration and Network Security Module 18 Operator Interface and Data Management Module 19 Deployment and Operation Module 20 Troubleshooting and Maintenance Module 21 Work Structure |
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