Machine Learning 2
Build an Oracle performance prediction system
* Upcoming class dates: May 30, 31 & June 1, 2023 *
Machine Learning Can Be A Complex Venture
"Unless you have a Data Scientist or related background, learning and/or understanding Machine Learning can be a complex venture. Fortunately for those of us with an Oracle background, Craig has designed a course that makes it both appealing and comprehensible in such a way that it makes for a fascinating learning experience...
Machine Learning Is A Must-Have Skill
"As an Oracle database professional, it is my opinion that ML is a must-have skill to add to our arsenal, simply because the volume of systems and performance data that we must analyze is ever-growing, and we simply can’t scale to meet this demand unless we use creative thinking and available algorithms that allow us to be ahead of the game, rather than playing catch up...
This Course Will Not Disappoint
"If you’re interested in Machine Learning, have dealt with solving Oracle performance issues, and are looking to evolve your career, this course will not disappoint. I strongly recommend it."
Lennin A. Tabora
Principal Performance Engineer
Why should I attend this class?
Our world is unique... so is this class
Oracle related datasets are relatively small and very challenging. We face this head-on focusing on important and advanced areas of ML that are commonly overlooked and ignored.
Learn the how and the why
We live between the algorithm creator and coder, the data scientist and the "GUI clicker." We want to know HOW things work, WHY we are doing something and how to APPLY ML in our specialized work. If you are one of these people, applied machine learning is for you.
Do advanced Oracle predictive analysis
Current rule & statistic-based systems do not predict, they respond. ML provides you with a variety of learning algorithms to predict future performance using Oracle, operating system and application metrics.
Master difficult Oracle datasets
Oracle performance and activity data is a very challenging dataset. It's very imbalanced, is temporal in nature, has multiple non-linear cyclical activities and is relatively small. You will learn techniques especially for these challenges.
You will be able to:
Session 1. Core Supervised Machine Learning
Session 2. Advanced Preprocessing & Evaluation
Session 3. Rare Event Datasets & Boosting Algorithms
Class Hours: There are 6 hours of live, interactive hands-on class training divided into three 2-hour sessions.
Class Structure: OraPub believes you learn more when you freely and actively engage during the training. This is why each session is full of live demonstrations, lots of Q&A time and lots of hands-on action! If you miss a session, you are free to attend that session when the class is offered again.
Watching Recorded Sessions: Each session is recorded and used to create a unique web page just for your class. The recordings can be streamed using any device, but not downloaded. You can re-watch the videos as many times as you wish. The videos and your unique class web page will be available for three years!
You will need:
Welcome OraPub Members!
Enter the member portal and be ready to be transformed in your Oracle DBA work.
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