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In this course, you will :
- Develop your knowledge of statistics, SQL, Tableau, and problem solving.
- Understand how to calculate business performance.
- Create a strategic plan for how your company (or your employer's company) can use data to improve performance.
- Develop an understanding of a company's H2R, R2R, S2P, and O2C end-to-end processes.
- Discover the significance of the Master Data function.
- Determine the key value drivers.
- Perform historical analysis, variance analysis, trend analysis, value-based analysis, correlation, time series analysis, regression, and machine and deep learning.
- Learn what factors contribute to a successful analytics project.
Syllabus :
1. Introduction: Selecting filtering and sorting data Aggregation Business Analysis
- Introduction to Business Analytics
- Selecting filtering and sorting data
- Formulas - Business Analysis, Business Analytics 2022
- Aggregation - Business Analysis, Business Analytics 2022
2. Contingency Table, Measure of variation - Business Analysis, Business Analytics
- Contingency Table
- Measures of distribution
- Measure of variation
- Distribution Visualization
3. Normal, Kurtosis and asymmetrical distribution, Sampling- Business Analysis 2022
- Normal Distribution - Business Analysis, Business Analytics 2022
- Kurtosis & Asymmetrical distribution
- Sampling Basics - Business Analysis, Business Analytics 2022
4. Bivariate data and correlation, information theory & entropy - Business Analysis
- Bivariate Data and Correlation
- Information theory and Entropy
- Analytical Report - Business Analysis, Business Analytics 2022
- Automation - Business Analysis, Business Analytics 2022
- Regression analysis - Business Analysis, Business Analytics 2022
5. T-distribution, Logistic regression, Hypothesis Testing - Business Analysis 2022
- T-Distribution - Business Analysis, Business Analytics 2022
- Logistic regression - Business Analysis, Business Analytics 2022
- Hypothesis testing - Business Analysis, Business Analytics 2022
- Statistical Error - Business Analysis, Business Analytics 2022
- Co-relation - Business Analysis, Business Analytics 2022
- Discrete Distribution Binomial
6. Central Limit Theorem, Measuring center & Spread - Business Analysis 2022
- Central limit Theorem - Business Analysis, Business Analytics 2022
- Basic probability - Business Analysis, Business Analytics 2022
