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 Artificial Intelligence job program at Justwin IT Solutions delivers a basic grounding in the principles and practices around artificial intelligence (AI), automation, and cognitive systems.
Tableau is a powerful data visualization and business intelligence tool that helps people see and understand their data. It provides a user-friendly interface and a wide range of features for creating interactive dashboards, reports, and visualizations.
Knowledge of Excel, SQL, Python, and/or R, as well as statistics and probability, is crucial for you to be successful in this course.
This course is designed to keep in mind how important it is to keep databases available for use. Data Guard is in need of an hour for any database management. You will get to work on live scenarios with real-time data.
Data Science & Databases courses are offered by the Software Training Academy. Software Training Academy takes corporate training and learning software in general very seriously.
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