Questions and Answers of Analytics Data Science And Artificial Intelligence

Run the exercise as described in this section. What do you learn from this exercise?
Search and identify the key similarity and differences between cloud providers’ analytics offerings and analytics providers’ presence on specific cloud platforms.
What are some of the features of a platform such as Teradata Vantage?
The use of big data in business is growing rapidly in Asia Pacific, and Apache SparkTM is one of the most popular tools among companies in the region.It currently boasts the largest open-source
What are the different types of cloud platforms?
Salesforce has expanded their Marketing Cloud services to include Predictive Scores and Predictive Audience features called the Marketing Cloud Predictive Journey. This addition uses real-time
Access the Crunchbase portal and explore the section on Asia’s Big Data companies (https://www.crunchbase.com/hub/asia-big-data-companies). List the most representative ones based on their sector.
How can location-based analytics help individual consumers?
Infectious diseases impose a significant burden to the U.S. public health system. The rise of HIV/AIDS in the late 1970s, pandemic H1N1 flu in 2009, the H3N2 epidemic during the 2012-2013 winter
Visit the Web site of the Big Data Value Association (http://www.bdva.eu/node/884). Go to the Resources page and explore the available material to find out how Big Data utilization has grown over the
Name at least three major cloud service providers.
The Center for Health Systems Innovation at Oklahoma State University has been given a massive data warehouse by Cerner Corporation, a major electronic medical records (EMRs) provider, to help
Historical communication between utilities and first responders has been by phone calls or two-way radios. Some of these are with first responders on the scene, and some with dispatch or other units
A Spark™ data frame may be described as a distributed data collection organized into named columns together with other functions, such as filtering. Visit https://spark.apache.org/ and discuss its
Give at least three examples of analytics-as-a-service providers.
Geographic information systems (GIS) is a relatively new technology that is increasingly being used for decision making in business. Software and databases developed by organizations such as the
One of the key challenges for any organization that is trying to grow its presence is deciding the location of its next store. Starbucks faces the same question.To identify new store locations, more
Apache Hive is a data warehouse software project builton top of Apache Hadoop. Visit https://hive.apache.org/ and discuss its features.
Go to https://www.educba.com/hadoop-vs-rdbms/ and discuss five or more of the differences between HADOOP and RDBM listed on this page.
Go to https://www.educba.com/big-data-vs-datawarehouse/ and discuss the differences between big data and data warehousing listed on this page.
Go to https://www.educba.com/mapreduce-vs-spark/ and discuss the differences between MapReduce and SparkTM listed on this page.
Go to https://www.educba.com/hadoop-vs-hive/ and discuss the differences between Hadoop and Hive on this page.
Go to the PC Magazine Web site and read the article “The Best Video Streaming Services for 2019” (https://www.pcmag.com/roundup/336650/the-bestvideostreaming-services). Choose two streaming
Identify some of the key milestones in the history of manufacturing that have led to the current interest in robotics.
Identify applications of robots in agriculture.
What are the common components of a robot?
Identify some key categories of robots.
What are some of the key technology advancements that have enabled the growth of self-driving cars?
Which jobs are most at risk of disappearing as the result of the new robotics revolution?
How would Shakey’s capabilities compare to today’s robots?
Identify some of the key legal issues for robotics and AI.
Based upon the current state of the art of robotics applications, which industries are most likely to embrace robotics? Why?
Identify applications other than those discussed in this chapter where Pepper is being used for commercial and personal purposes.
What is the difference between automation and autonomy?
How could a social support robot such as Pepper or MEDi be useful in healthcare?
What is the function of sensors in a robot?
Define and illustrate the capabilities of a cobot.
Give examples of regulatory issues in self-driving cars.
Identify at least three new categories of jobs that are likely to result in a significant number of new employees.
Liability for harm (tort liability) is an obvious early question for any technology. What are some of the key challenges in identifying such liability?
Watch the following two videos: https://www.youtube.com/watch?v=GHc63Xgc0-8 and https://www.youtube.com/watch?v=ggN8wCWSIx4 for a different view on impact of AI on future jobs. What are your
Go through specifications of MAARS at https://www.qinetiq-na.com/wp-content/uploads/brochure_maars.pdf. What are the functions of MAARS?
Give examples of robots in use. Find recent applications online and share with the class.
How have robots helped with space missions?
Based on the illustrative applications of robots in this section, build a matrix where the rows are the robots’ capabilities and the columns are industries. What similarities and differences do you
How many different types of sensors might exist in a robot?
Distinguish between a preset robot and a stand-alone robot. Give examples of each.
Conduct online research to identify the latest developments in autonomous car deployment. Give examples of positive and negative developments.
Are the tasks undertaken by data labelers just for one time or longer lasting?
Recent news about illegal intervention in elections has led to the discussion about who is responsible for damage control. When chatbots and automated social media systems have the ability to
There have been many books and opinion pieces written bout the impact of AI on jobs and ideas for societal responses to address the issues. Two ideas were mentioned in the chapter – UBI and SIS.
Conduct online research to find at least one new robotics application in agriculture. Prepare a brief summary of your research: the problem addressed, technology summary, results achieved if any, and
What is the function of a manipulator?
Which type of self-driving vehicles are likely to have the most disruptive effect on jobs, and why?
Research the concepts of UBI and SIS.
What are some of the law enforcement issues in employing AI?
There has been much focus on job protection through tariffs and trade negotiation recently. Discuss how and why this focus may or may not address the job changes coming due to robotics and AI
Conduct online research to find at least one new robotics application in healthcare. Prepare a brief summary of your research: the problem addressed, technology summary, results achieved if any, and
Laws rely on incentive structures to encourage prosocial behavior. For example, criminal law encourages compliance by punishing those who break the law. Patent law incentivizes creation of new
Conduct online research to find at least one new robotics application in customer service. Prepare a brief summary of your research: the problem addressed, technology summary, results achieved if
To what extent do extralegal considerations come into play with regard to the above issues? Are there moral (or religious) dimensions to be considered when determining whether AI should be given
Conduct online research to find at least one new robotics application in an industry of your choice. Prepare a brief summary of your research: the problem addressed, technology summary, results
Adopting policies that maximize the value of AI encourages future development of these technologies. Such a course, however, is not without drawbacks. For instance, determining that a “robot tax”
Conduct research to identify the most recent developments in self-driving cars.
Conduct research to learn and summarize any new investments and partnerships in self-driving cars.
Conduct research to identify any recent examples of legal issues regarding self-driving cars.
Conduct research to identify any other new types of jobs that would be enabled by AI and robotics beyond what was covered in the chapter.
Conduct research to report on the latest projections for job losses due to robotics and AI.
Identify case stories for each of the legal dimensions identified by Schuster.
Why do we need data transformation? What are the commonly used data transformation tasks?
Digital B2B platforms and data-driven business models have fueled growth, industrial transformation, and job creation in Europe. The European Union has recently promoted initiatives such as Big Data
In your opinion, what are the top three data-related challenges for better analytics?
What is a 1-of-N data representation? Why and where is it used in analytics?
List and briefly define the dispersion measures of descriptive statistics.
List and describe the main steps to follow in developing a linear repression model.
Visit the Big Data Europe portal (https://www.big-data-europe.eu/) and download one of the datasets available. Apply regression analysis to it. Based on the results thus obtained, explain two of the
What is a box-and-whiskers plot? What types of statistical information does it represent?
What are the main categories of data? What types of data can we use for BI and analytics?
Data reduction can be applied to rows (sampling) and/or columns (variable selection). Which is more challenging?
What are the most common metrics that make for analytics-ready data?
Can we use the same data representation for all analytics models (i.e., do different analytics models require different data representation schema)? Why, or why not?
What are the two most commonly used shape characteristics to describe a data distribution?
What is logistics regression? How does it differ from linear regression?
Go to KDnuggest.com and become familiar with the range of analytics resources available on this portal. Then identify an article, a white paper, or an interview script that deals with the nature of
Macfarlan Smith has earned its place in medical history. The company held a royal appointment to provide medicine to Her Majesty Queen Victoria and supplied groundbreaking obstetrician Sir James
What are the most commonly pronounced assumptions for linear regression?
Founded in Melbourne, Australia, in 2009, Flink Labs is an enterprise that develops business solutions by creatively using AI, machine learning, predictive analytics, and design to produce
Why are the original/raw data not readily usable by analytics tasks?
Energy markets all around the world are going through a significant change and transformation, creating ample opportunities along with significant challenges. As is the case in any industry,
What is time series? What are the main forecasting techniques for time-series data?
What are the main data preprocessing steps? List and explain their importance in analytics.
What does it mean to clean/scrub the data? What activities are performed in this phase?
Data reduction can be applied to rows and/ or columns. Which is more challenging? Explain.
What is the relationship between statistics and business analytics?
Go to the Deloitte Web site and download the report “Visual Analytics for Actionable Insights”
List and briefly define the central tendency measures of descriptive statistics.
Go to ResearchNet and download the following article: Qu, Huamin et al. (2007). “Visual Analysis of the Air Pollution Problem in Hong Kong.” IEEE Transactions on Visualization and Computer
What are the two most commonly used shape characteristics to describe a data distribution?
What is a box-and-whiskers plot? What types of statistical information does it represent?
List and describe the main steps to follow in developing a linear regression model.

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