What is deep learning? What can deep learning do that traditional machine-learning methods cannot?

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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