Databricks Databricks-Machine-Learning-Professional Q&A - in .pdf

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  • Exam Name: Databricks Certified Machine Learning Professional
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  • Q & A: 365 Questions and Answers
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NEW QUESTION: 1
Consider a company that sells products to consumers: as one product begins the deterioration and death phases of its life cycle (or the divestment phase of a system), new products or projects must be established. This means that______________
A. The company is not at a high level of maturity
B. The company definitely lacks a balanced portfolio
C. The company requires a continuous stream of projects to survive
D. The company is in a period of overall decline
Answer: C
Explanation:
Organizations that rely on products for their revenue must constantly be introducing new products into the marketplace as old products are removed. Ideally, this should be an overlapping process to maintain balanced or increasing revenue over time. The closure phase evaluates the efforts of the total system and serves as input to the conceptual phase for new projects and systems. It also has an impact on other ongoing projects with regard to identifying priorities. [Closing] Kerzner 2009, 69-70

NEW QUESTION: 2
Your company wants to track whether someone is present in a meeting room reserved for a scheduled meeting. There are 1000 meeting rooms across 5 offices on 3 continents. Each room is equipped with a motion sensor that reports its status every second. The data from the motion detector includes only a sensor ID and several different discrete items of information. Analysts will use this data, together with information about account owners and office locations. Which database type should you use?
A. Relational
B. NoSQL
C. Blobstore
D. Flat file
Answer: B
Explanation:
Relational databases were not designed to cope with the scale and agility challenges that face modern applications, nor were they built to take advantage of the commodity storage and processing power available today.
NoSQL fits well for:

Incorrect Answers:
D: The Blobstore API allows your application to serve data objects, called blobs, that are much larger than the size allowed for objects in the Datastore service. Blobs are useful for serving large files, such as video or image files, and for allowing users to upload large data files.
References:
https://www.mongodb.com/nosql-explained
Topic 1, Mountkirk Games Case Study
Company Overview
Mountkirk Games makes online, session-based. multiplayer games for the most popular mobile platforms.
Company Background
Mountkirk Games builds all of their games with some server-side integration and has historically used cloud providers to lease physical servers. A few of their games were more popular than expected, and they had problems scaling their application servers, MySQL databases, and analytics tools.
Mountkirk's current model is to write game statistics to files and send them through an ETL tool that loads them into a centralized MySQL database for reporting.
Solution Concept
Mountkirk Games is building a new game, which they expect to be very popular. They plan to deploy the game's backend on Google Compute Engine so they can capture streaming metrics, run intensive analytics and take advantage of its autoscaling server environment and integrate with a managed NoSQL database.
Technical Requirements
Requirements for Game Backend Platform
1. Dynamically scale up or down based on game activity.
2. Connect to a managed NoSQL database service.
3. Run customized Linx distro.
Requirements for Game Analytics Platform
1. Dynamically scale up or down based on game activity.
2. Process incoming data on the fly directly from the game servers.
3. Process data that arrives late because of slow mobile networks.
4. Allow SQL queries to access at least 10 TB of historical data.
5. Process files that are regularly uploaded by users' mobile devices.
6. Use only fully managed services
CEO Statement
Our last successful game did not scale well with our previous cloud provider, resuming in lower user adoption and affecting the game's reputation. Our investors want more key performance indicators (KPIs) to evaluate the speed and stability of the game, as well as other metrics that provide deeper insight into usage patterns so we can adapt the gams to target users.
CTO Statement
Our current technology stack cannot provide the scale we need, so we want to replace MySQL and move to an environment that provides autoscaling, low latency load balancing, and frees us up from managing physical servers.
CFO Statement
We are not capturing enough user demographic data usage metrics, and other KPIs. As a result, we do not engage the right users. We are not confident that our marketing is targeting the right users, and we are not selling enough premium Blast-Ups inside the games, which dramatically impacts our revenue.

NEW QUESTION: 3
A native hypervisor runs:
A. only on certain platforms
B. within an operating system's environment
C. directly on the host computer's hardware
D. with extreme demands on network throughput
Answer: C

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