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.
The main purpose of the course is to give students a good understanding of data analysis with Power BI. The course includes creating visualizations and publishing the visualizations
This course bundle will provide you with a foundation of practical knowledge on artificial intelligence (AI) and machine learning. You will begin with the science behind AI computer systems, which can perform tasks that typically require human intelligence, and AI ethics, applications, and more.
Learn to navigate through Tableau, search documents, content, libraries, and lists. They will know how to update their Tableau profile, use Tableau with Microsoft Office, and access Tableau from mobile devices.
The main focus of the Big Data Analytics course is to assist individuals to gain crucial skills that can help in analyzing, processing, and storing large amounts of data so that relevant business decisions could be performed.
Learn how to use Power BI to easily create measures to find SUM, COUNT, MAX, and more with a click of a button. Gain the knowledge to become a Power BI expert and create compelling dashboards and data visualizations.
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