Course catalog

Machine Learning for Marketing: Essential Training

Learn how to use machine learning to automate and improve your marketing campaigns, including customer engagement and account-based marketing.

Machine Learning with Scikit-Learn

Learn to use scikit-learn, the popular open-source Python library, to build efficient machine learning models.

Managing and Analyzing Data in Excel (Office 365/Excel 2019)

Learn easy-to-use commands, features, and functions for managing and analyzing large amounts of data in Excel 2019 and Excel for Office 365.

Mathematica 11 Machine Learning

Get started with machine learning. Learn how to separate training data from test data, prepare data for machine learning, perform supervised machine learning tasks, and more.

MATLAB 2018 Essential Training

Learn how to use MATLAB 2018 for numerical analysis, data modeling, and data visualization.

Meta-analysis for Data Science and Business Analytics

Enhance your understanding of meta-analysis. Learn about raw mean differences and how to convert useful outcome measures to commensurate measures of effect size.

Microsoft SQL Server 2019 Essential Training

Master the fundamentals of SQL Server 2019. Learn how to create new databases, tables, and queries; manage query performance; create and restore a backup of a database; and more.

Microsoft SQL Server 2019: New Features

Learn about the new and improved features in SQL Server 2019, including support for big data clusters and machine learning services.

Mistakes to Avoid in Machine Learning

Learn about the common mistakes you should avoid when building your machine learning models.

More Python Tips, Tricks, and Techniques for Data Science

Deliver valuable insights to your users with Python. Get practical tips and techniques that can help you enhance your Python data science workflow.

MySQL for Advanced Analytics: Tips, Tricks, & Techniques

Discover how to use MySQL to perform common data science tasks. Learn tips and tricks that can help you get more out of MySQL—and write less code in the process.

MySQL Installation and Configuration

Learn how to install and configure MySQL on various platforms, including Mac, Windows, and Ubuntu Linux.

Neural Networks and Convolutional Neural Networks Essential Training

Take a deep dive into neural networks and convolutional neural networks, two key concepts in the area of machine learning.

NLP with Python for Machine Learning Essential Training

Explore natural language processing (NLP) concepts, review advanced data cleaning and vectorization techniques, and learn how to build machine learning classifiers.

NoSQL Data Modeling Essential Training

Get started with data modeling for NoSQL databases and learn how to work with common design patterns.

NumPy Data Science Essential Training

Learn how to use NumPy, Python, and Jupyter Notebook for numerical, scientific, and statistical programming as you build your analytics, machine learning, and data science skills.

Oracle 12c Database: Administration

Oracle 12c is the leading relational database management system. Learn the fundamentals for installation, configuration, and administration of an Oracle database.

Oracle 12c Release 2 New Features & The Oracle Cloud

Explore some of the most interesting new features of Oracle 12c Release 2, and learn all you need to know to create and connect to an Oracle database in the Oracle Cloud platform.

Oracle 12c: New Features

Explore the top new Oracle 12c features and enhancements that DBAs should know about.

Oracle Database 12c: Advanced SQL

Explore advanced aspects of coding using SQL in an Oracle Database 12c environment.

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