About this course
With the current shifting paradigm of businesses globally, there’s a need to identify these changing trends and devise efficient solutions for better business productivity. Businesses right now require a robust strategy of growth that involves qualities like quick thinking, unique problem-solving approaches and multitasking.
This course is going to walk you through the national and international business environments to help you set foot in the creative and entrepreneurial directions of a business while being comprehensively familiar with the fundamentals of a business.
Assignments - Our training program consists of a variety of assignments that slowly test your learning and expose you to real-world problems.
Instructors - Handpicked by the best, our instructors have been deployed to assist and counsel every student whenever needed.
Learning methods - Live classes and recorded videos, everything crafted to match your preferences.
Certificates - Provided at the end of every training program, authorized by some of the best learning institutions.
Learn about products vs services, and the importance of B2B vs B2C
Learn the essentials of business economics and its implementation
Understand the importance of a solidified business model
Learn how to take your business online and solidify yourself as an eCommerce business
Understand the techniques of the right marketing
Learn about data mining techniques, warehousing, databases, visualization, collection of data, and a lot more.
About this class
• What is Business Analytics?
• Descriptive or Univariate Statistics
• Measures of Central Tendency
• Measures of Dispersion
• Measures of Location
• Measures of Asymmetry
• Line Plot
• Bivariate Correlation
• Scatterplots
• Significance Testing
• Confidence Intervals
• Assumptions of Correlation Analysis
• Partial Correlation
• Multivariate Correlation
• Correlation vs. Causation
• Regression Basics
• Regression Example
• Binary Logistic Regression
• How to download Rstudio ?
• Rstudio
• Rstudio - aggregate function and t-Test
• Linear Regression using R
• Binary Logistic Regression using R
• Data Import and Manipulation
• Descriptive Statistics
• Inferential Statistics
• Data Visualization
• Predictive Analytics
• Customization and Automation
• Data Mining
• Null and Alternative Hypotheses
• Type I and Type II Errors
• Test Statistics and P-values
• Statistical Significance and Confidence Intervals
• Power and Sample Size
• Simple Linear Regression
• Multiple Linear Regression
• Logistic Regression
• Polynomial Regression
• Stepwise Regression and Model Selection
• Understanding PCA
• Data Preprocessing
• Calculation of Principal Components
• Variance Explained and Scree Plot
• Interpreting Principal Components
• Latent Constructs and Indicators
• Model Specification
• Model Fit Assessment
• Model Modification
• Assessing Measurement Properties
• Independent Samples t-test
• Paired Samples t-test
• One-Sample t-test
• Assumptions of the t-test
• Effect Size and Power Analysis
• Series Analysis Using R - Part 1
• Time Series Analysis Using R - Part 2
• Chi-square Test of Independence
• Contingency Tables
• Goodness-of-Fit Chi-square Test
• Chi-square Test for Homogeneity
• Assumptions and Limitations
• One-Way ANOVA
• Two-Way ANOVA
• Factorial ANOVA
• Assumptions of ANOVA
• ANCOVA
• Repeated Measures ANOVA
• How to install Power Bl ?
• Power BI- Line Plot
• Power BI- Bar Plot
• Power Bl- Scatterplot and Waterfall Chart
• Power BI- Cards
About this class
Amit K
student
I got sufficient insights from this course to explore the theoretical, practical, and entrepreneurial directions of business analytics and business building. Go ahead, see it for yourself!
Arif Shaikh
student
Knowledgable, fulfilling, and an extremely vibe worthy class environment. That’s how I can define this course for you. I loved this and look forward to joining more classes in the future.
Learn from the experts
Human Resource Management
An avid reader and learner that’s keen about human psychology and related fields. Let’s get started learning HRM together.
Banker, Author and Educationist
A financial analyst with a great enthusiasm for stock markets, trading and wealth creation with financial tools.