Welcome to the Advanced Analytics online course!
The power of analytics is created when putting the science of numbers, data and analytical discovery to work, allowing us to find out if what we think or believe is really true. Applying the right analytic techniques can provide answers to questions we never thought to ask, and enables us to effectively convert the emerging insights into actions.
This course, Advanced Analytics, guides you through the analytic methods needed for achieving insights and fact-based decisions, ultimately resulting in improved outcomes and competitive advantages.
Enjoy the course and good luck!
/The Ny Teknik Education and SAS Institute teams
Lektioner
Introduction to Analytics
Module 1: Preparation for analytics
Background Before the modeling begins, data must be assembled, often from variety of data sources, and arranged in a format that is suitable for model building. This course focuses on this part and includes topics such as feature engineering and data exploration. This part in the modeling life cycle is very important, you can never […]
Module 2: Predictive Modeling
Background This session takes you through key steps needed to create the best possible predictive model – the champion model. Some details are given on the top-3 popular predictive models. Different types of assessments between models are discussed, highlighting how different methods for assessment fit different bottom-lines, e.g. maximizing profit of minimizing misclassifications. Key takeaways […]
Module 3: Artificial Intelligence – an Introduction
Background This session gives you an introduction to the field of Artificial Intelligence (AI), and some of its enablers – Machine Learning, Deep Learning and Natural Language Processing. We will discuss how and where AI creates value across industries and provide you with insight into some key factors to be aware of in order to […]
Module 4: Time Series Analysis and Forecasting
Background This session gives you an introduction to time series analysis and forecasting. It’s about making a best estimate about the future value of your target as well as what causes this target to maintain certain values. The discussion is about the unique analytics life cycle of time series data, the necessary steps of preparation, […]
Module 5: Deployment and Monitoring
Background In this second session on Deployment we dig a little bit deeper in the topic, with a focus on the evaluate step. A walk through of the components in combination with some tips along the way gives you a good foundation when it comes to understanding the complexity and importance of deployment and monitoring. […]
Evaluation & Diploma
Evaluation We truly appreciate that you will take the time to assess this online course! The evaluation process is our way of making sure we continuously improve – and for that we need your help! Go to the evaluation! Diploma Your diploma will appear on the course front page as soon as you […]
