This Data Mining and Advanced Statistical Modeling course will give students deep understanding of the methods in data mining and predictive analytics.
DurationThis Data Mining and Advanced Statistical Modeling course will give students a deep understanding of the methods in data mining and predictive analytics.
It covers various advanced modeling procedures and applications. These procedures and applications include classification, prediction, exploration, association rules, and time series forecasting.
These procedures and applications are performed and illustrated with real data in analytics software such as SAS and Python. In addition, in this advanced statistical modeling course, students are given hands-on industry and business cases to enhance their understanding of statistical models. The learning outcome is to provide students with practical experience in conducting real-world data analytics projects.
Topics of the Statistical Modeling Course:
Predictive Analytics
Data Sampling, Target, Bivariate Analysis, Interaction and Transformation
Data Exploration, Performance Checking and Univariate Analysis
Linear Regression and Application
Logistic Regression and Application
Decision Tree and Application
Developing Time Series Model and Application
Developing Association Rules
Discriminant Analysis for Classification Analytics
Our instructors are not only qualified professionals but also industry-specific experts. Every one of our programs is designed with input from industry leaders to prepare you with the industry know-how.
This two-day course provides students with the knowledge and skills to analyze data with Power BI.
Discovering Artificial Intelligence (AI) within Computer Generated Imaging (CGI). Understanding the theoretical aspects and the ongoing research. Integrating AI into daily creative work, visual creations, architecture, design and art. Exploring the AI ??universe.
This two-day course provides students with the knowledge and skills to analyze data with Power BI. Prerequisites: Basic knowledge of the Microsoft Windows operating system and its core functionality; Familiarity with Microsoft Office applications – particularly Excel.
Artificial Intelligence has continued to become more and more sophisticated from social media to search engines to auto correct, we have made a lot of progress in behaviour prediction.
This course is designed for experienced programmers and those with a solid working knowledge of computing technology looking to gain the skills needed to successfully use these key libraries to extract useful insights from data, and as a result, provide great value to the business.
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