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| Title: |
Practical Applications of Machine Learning |
| Presenter: |
Rich Niemiec |
| Organization: |
Viscosity North America |
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| Summary: |
This is an intermediate look at the practical application of Machine Learning. Using Oracle Machine Learning, I'll show how to produce results quickly. The first key is Algorithmic Business Thinking to see where the biggest impact will be. Next, applying the correct algorithm and understanding different settings will be important. Then, training the model with either data that you have or data via Big Data opportunities will be key to tech a model. After all of that, you can then test your model against data that you understand well already to see if this is the best model or if a different algorithm might be better. Lastly, testing the model on NEW data that starts to prescribe what to do in the future. Understanding which customers or potential customers are likely to buy. Finding anomalies quicker to address as needed. Knowing which product is the NEXT product a customer will buy. Finding the attributes of great customers that you have within new customers that are opportunities & know what they want to buy first or second. |
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| Topic: |
| Emerging Technologies | | Track Sponsor: Auraplayer |  |
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| Session Type: |
One Hour Session |
| Target Audience: |
Architecture, AI/BI, Data Management |
| Experience Level: |
Intermediate |
| Session: |
Session 7: 02/17/2023 8:30 am to 9:30 am |
| Location: |
ROOM 110 |
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| Biographical Sketch: |
Rich Niemiec is a world renowned Oracle Expert. Rich is an Oracle ACE Director and was a co-founder and the CEO of TUSC, a Chicago-based systems integrator of Oracle-based business solutions started in 1988. Rich has served as President of Rolta TUSC and Rolta EICT. TUSC was the Oracle Partner of the Year in 2002, 2004, 2007, 2008, 2010 (Rolta TUSC), & 2011, 2012 (Rolta). Rich is the past President of the International Oracle Users Group (IOUG) and the current President of the Midwest Oracle Users Group (MOUG). Rich won IOUG’s Chris Wooldridge Award in 2012. Rich is one of six originally honored worldwide Oracle Certified Masters. In 2017, he authored the #1 Oracle bestseller "Oracle12c Release 2 Performance Tuning Tips & Techniques," an update of his previous four Oracle best sellers on Oracle 8i, Oracle 9i, Oracle 10g, & 11g performance tuning. Rich was inducted into the Entrepreneurship Hall of Fame in 1998. |
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