Math, Numerical Methods & Data Analytics

Essential Statistics for Business Applications

Practical Insights into Statistical Techniques for Business

Workload: 160 hours Topics: Computational Statistics
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

Essential Statistics for Business Applications equips participants with the fundamental statistical tools necessary for effective decision-making in a business context. The course emphasizes hands-on learning through project-based assignments that allow participants to apply statistical concepts directly to real-world business scenarios. By engaging in interactive sessions, learners will not only grasp theoretical knowledge but also develop practical skills that can be immediately applied in their professional environments.
Participants will explore a variety of statistical methods and their applications in business analytics, enhancing their ability to interpret data and derive actionable insights. The course culminates in a final project where learners will analyze a dataset relevant to a business challenge, presenting their findings in a format suitable for publication in Cademix Magazine. This opportunity not only reinforces learning but also builds a portfolio that can be showcased to potential employers.
Introduction to Descriptive Statistics
Probability Concepts and Distributions
Inferential Statistics: Hypothesis Testing
Regression Analysis for Predictive Modeling
Analysis of Variance (ANOVA) Techniques
Time Series Analysis and Forecasting
Data Visualization Techniques for Business Insights
Non-parametric Statistical Methods
Statistical Quality Control and Process Improvement
Final Project: Data Analysis and Presentation of Business Insights

Learning goal

To equip participants with essential statistical skills for analyzing business data and making informed decisions.

Target group

Graduates, job seekers, business professionals, and optionally researchers or consultants.

Prerequisites

Basic understanding of mathematics; familiarity with spreadsheets and data manipulation tools is beneficial.

Format and certification

Teaching method: Project-based, interactive learning with a focus on real-world applications.

Certificate: Certificate of Attendance, Certificate of Expert issued by Cademix Institute of Technology.

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Cademix Institute of Technology e.U.Continuing Education ยท Professional Development ยท Austria