WGU D204 The Data Analytics Journey (WGU Masters of Data Analytics) Questions And Answers 2023.

WGU D204 The Data Analytics Journey (WGU Masters of Data Analytics) Questions And Answers 2023. Data scientists are able to find ______, _________, and _____ in unstructured data. - Answer order, meaning, and value What is involved in the planning phase? - Answer 1. Defining goals 2. Organizing resources 3. Coordinate people 4. Schedule project What is involved in the wrangling phase? - Answer 5. Get data 6. Clean data 7. Explore data 8. Refine data What is involved in the Modeling phase? - Answer 9. Create model 10. Validate model 11. Evaluate model 12. Refine model What is involved in the Applying phase? - Answer 13. Present model 14. Deploy model 15. Revisit model 16. Archive assets ____________________ are programming languages that are very frequently used for data manipulation and modeling. - Answer Python or R ___________ are general-purpose languages that are used for the back end, the foundational elementsterm-26 of data science, and they provide maximum speed. - Answer C, and C++, and Java ____________________ is a language for working with relational databases to do queries and data manipulation. - Answer SQL What does SQL stand for? - Answer structured query language This is where you actually create the statistical model and you do the linear regression. You do the decision tree. You do the deep learning neural network. - Answer Modeling These are the developers, and the system architects, the people who focus on the hardware and the software that make data science possible - Answer Data engineers This is the phase of collecting data. - Answer Data acquisition WGU D204 The Data Analytics Journey (WGU Masters of Data Analytics) Questions And Answers 2023 WGU D204: The Data Analytics Journey(WGU Masters of Data Analytics)Questions And Answers 2023 Which phase? - Working with stakeholders to help them ask better questions so that both they and you understand the outcome. - Answer Discovery What are the 4 parts of data analytics cycle? - Answer Planning, Wrangling, Modeling and Applying This phase is also known as the discovery phase. During this phase, an analyst defines the major questions of interest that need to be answered, understand the needs of the stakeholders, and assess the resource constraints in the project. - Answer Business understanding ____________________ is the person who champions the vision of the project and has the authority to allocate resources. - Answer The project sponsor __________________ is responsible for making sure things get done on time and within budget and removes roadblocks. - Answer Project manager ___________ is when new requirements are added to the project that increases the time/resources needed to complete it. - Answer Scope creep What are the 3 types of analysis? - Answer Descriptive, Predictive, Prescriptive ___________________________ describes the data that is present. Mean, Median, Mode, counting things. How many of each size and color of shirt were sold in the last month? Do we sell more shirts in the summer vs winter? - Answer Descriptive analysis ____________________ makes predictions about future state of business. Forecasting volumes for example. Based on last summer and winter, what will we sell next year? - Answer Predictive analytics _______________________ analysis with an end goal of making a recommendation. What colors and sizes of shirts should we sell to maximize profits? - Answer Prescriptive analytics ______________________ is just looking at any variable over time - Answer Time series analysis ____________________ is a programing language that is specific to statistics. It also has capabilities to visualize data. - Answer R _______________ is a multipurpose programing language that has libraries that extend its capabilities to do statistical analysis. - Answer Python WGU D204: The Data Analytics Journey(WGU Masters of Data Analytics)Questions And Answers 2023 ______________________ are platforms that specialize in visualization. This is where you can make graphs and charts for presentations and data storytelling to executive leaders. - Answer Tableau and Power BI _______________________ are instant messaging platforms that facilitate in a faster, but less formal, way than email. - Answer Teams, Slack An European union law regulating their citizens must have informed consent and ability to request or delete their own data that you collect. - Answer GDPR When the researching organization consciously ignores data that calls their results into question or only presents one side of the results that puts them in a positive light. - Answer Conflict of interest Sometimes data might not be available and the analyst will use tools such as web scraping or surveys to acquire it during which phase? - Answer Data aquisition The ____________ states that the sampling distribution of the sample means approaches a normal distribution as the sample size gets larger (if you were to take 50 people out of that population and get the mean, then take another 50 random people and get their mean age, and so forth, all of those means would follow the normal distribution (bell curve)). - Answer Central Limit Theorem In this phase, the analyst begins to understand the basic nature of data and the relationships within it. This phase often relies on the use of data visualization tools and numerical summaries, such as measures of central tendency and variability. - Answer Data Exploration __________________ enables an analyst to move beyond describing the data to creating models that enable predicting outcomes of interest. - Answer Predictive Modeling Tools such as _______________ play an important role in automating the training and using of models. - Answer Python and R In this phase, an analyst tells the story of the data and uses graphs or interactive dashboards to inform others of the findings from the analyses. - Answer Reporting and Visualization Even if you have a wide spread of a variable, let's say, age in a population, and you take lots of sample groups, the mean age of those sample groups would tend to have a normal distribution. - Answer Central Limit theorem WGU D204: The Data Analytics Journey(WGU Masters of Data Analytics)Questions And Answers 2023 This is the phase of collecting data. Frequently, data will be retrieved from a database, perhaps a component of a data warehouse, by using a language like SQL. - Answer Data Acquisition "Collect the data" is synonymous with ____________________ - Answer data acquisition Exploring the data could be seen either in "________________" or "_____________" - Answer Prepare the data Create a model Predictive or data mining models could be considered in the "_________________________" grouping. - Answer Create a model ____________________ examines the distances between each point and the closest point to it, and then compares these to expected values for a random sample of points from a CSR (complete spatial randomness) pattern. - Answer Nearest Neighbor ______________ is a simple mathematical formula used for calculating conditional probabilities. - Answer Bayes' Theorem Interactive dashboards tools, such as _____________, allow even the novice user the ability to interact with the data and spot trends and patterns. - Answer Tableau Data Acquisition (Step 5), Data Cleaning (Step 6), and Data Exploration (Step 7) in this framework all fall under the "____________" domain. - Answer "Wrangling" domain. The ______________ section would contain the ideas of predictive modeling as well as data mining/machine learning. - Answer "Modeling" These are people who have extensive work in computer science and in mathematics. They work in deep learning. They work in artificial intelligence. And they're the ones who have the intimate understanding of the algorithms and understand exactly how they're working with the data to produce the results that you're looking for. - Answer Machine learning specialists .