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We're here to help you find itDeepdive into Machine Learning Using Autonomous Database Course Overview
The "Deepdive into Machine Learning Using Autonomous Database" course is a comprehensive learning path designed for individuals looking to harness the power of machine learning (ML) within an autonomous database environment. This course covers a wide range of topics, starting with statistical functions and their advantages when performed inside the database. Learners will gain hands-on experience with descriptive statistics, hypothesis testing, correlation analysis, and cross-tabulations.
As the course progresses, participants will delve into various ML techniques, including classification modeling, regression, and anomaly detection, with practical examples and use cases. They will explore different algorithms like Decision Trees, Naive Bayes, and Neural Networks, and learn how to test and bias models for improved outcomes.
Modules on attribute importance, clustering, association rules, feature selection and extraction, and time series analysis will equip learners with the skills to identify key features, cluster data, uncover hidden patterns, and predict future trends. By the end of the course, participants will be well-versed in leveraging in-database ML capabilities to solve complex data-driven problems, making them valuable assets in today's data-centric industries.
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4-Hour Sessions
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♱ Excluding VAT/GST
Classroom Training price is on request
♱ Excluding VAT/GST
Classroom Training price is on request
To ensure that participants are adequately prepared and can derive maximum benefit from the "Deepdive into Machine Learning Using Autonomous Database" course, the following minimum prerequisites are recommended:
These prerequisites are designed to establish a foundation upon which the course content can build. Students without prior experience in these areas are encouraged to seek introductory courses or resources to familiarize themselves with these subjects before embarking on this in-depth machine learning training.
Koenig Solutions' Deepdive into Machine Learning Using Autonomous Database course is tailored for professionals seeking advanced analytics skills.
This course provides a comprehensive exploration into the practical applications of Machine Learning using an Autonomous Database, enhancing your ability to perform complex statistical analyses, develop predictive models, and extract valuable insights from data.