12 Jun What is deep learning? What can deep learning do that traditional machine-learning methods cannot?
Complete the following assignment in one MS Word document:
Chapter 6– discussion questions #1 through 5 & exercise 4
When submitting work, be sure to include an APA cover page and include at least two APA formatted references (and APA in-text citations) to support the work this week.
All work must be original (not copied from any source).
Questions for Discussion
What is deep learning? What can deep learning do that traditional machine-learning methods cannot?
Exercises
Teradata University Network (TUN) and Other Hands-On and Internet Exercises
4. Cognitive computing has become a popular term to define and characterize the extent of the ability of machines/computers to show “intelligent” behavior. Thanks to IBM Watson and its success on Jeopardy!, cognitive computing and cognitive analytics are now part of many real-world intelligent systems. In this exercise, identify at least three application cases where cognitive computing was used to solve complex real-world problems. Summarize your findings in a professionally organized report.
5. Download KNIME analytics platform, one of the most popular free/open-source software tools from knime.org. Identify the deep learning examples (where Keras is used to build some exemplary prediction/classification models) in its example folder. Study the models in detail. Understand what it does and how exactly it does it. Then, using a different but similar data set, build and test your own deep learning prediction model. Report your findings and experiences in a written document.
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