Subjects & Chapters

Business Analytics Fundamentals

5 chapters

Introduction to Business AnalyticsData Lifecycle and MethodologyDescriptive AnalyticsPredictive and Prescriptive AnalyticsAnalytics in the Enterprise
Explore Subject Details

Statistical Methods for Decision Making

5 chapters

Basic Statistics and ProbabilitySampling and EstimationHypothesis TestingAnalysis of Variance (ANOVA)Correlation and Regression
Explore Subject Details

Data Management and SQL

5 chapters

Database Management Systems (DBMS)SQL FundamentalsAdvanced SQL QueriesSQL for Data AnalysisData Warehousing and NoSQL
Explore Subject Details

Python for Business Analytics

5 chapters

Python Basics and Programming FundamentalsData Structures in PythonNumerical Computing with NumPyData Manipulation with PandasData Visualization with Python
Explore Subject Details

R Programming for Data Science

5 chapters

Introduction to R and RStudioR Data StructuresData Wrangling with TidyverseStatistical Modeling in RData Visualization with ggplot2
Explore Subject Details

Principles of Machine Learning

5 chapters

Introduction to Machine LearningLinear and Logistic RegressionClassification AlgorithmsModel Evaluation MetricsUnsupervised Learning
Explore Subject Details

Advanced Machine Learning

5 chapters

Ensemble LearningTime Series ForecastingDeep Learning FundamentalsSpecialized Neural NetworksModel Deployment and MLOps
Explore Subject Details

Big Data Analytics

5 chapters

Introduction to Big Data EcosystemApache Spark FrameworkMachine Learning with Spark (MLlib)Real-Time Streaming AnalyticsCloud Analytics and Big Data
Explore Subject Details

Data Visualization (Tableau/Power BI)

5 chapters

Data Visualization PrinciplesTableau FundamentalsAdvanced TableauPower BI FundamentalsAdvanced Power BI and DAX
Explore Subject Details

Marketing Analytics

5 chapters

Introduction to Marketing AnalyticsCustomer Segmentation and ProfilingPredictive Marketing AnalyticsDigital and Web AnalyticsPricing and Social Media Analytics
Explore Subject Details

Financial Analytics

5 chapters

Foundations of Financial AnalyticsTime Series and Quantitative FinanceCredit Risk AnalyticsAlgorithmic Trading and Portfolio OptimizationFraud Detection and Advanced Analytics
Explore Subject Details

HR and People Analytics

5 chapters

Introduction to HR AnalyticsTalent Acquisition AnalyticsEmployee Performance and Compensation AnalyticsRetention and Attrition ModelingOrganizational Network Analysis (ONA) and Engagement
Explore Subject Details

Supply Chain Analytics

5 chapters

Data-Driven Supply ChainsDemand Forecasting AnalyticsInventory Optimization AnalyticsLogistics and Network AnalyticsSourcing and Risk Analytics
Explore Subject Details

Natural Language Processing (NLP) in Business

5 chapters

Introduction to NLPText Representation and VectorizationSentiment Analysis and Topic ModelingAdvanced NLP ArchitecturesGenerative AI and Enterprise Applications
Explore Subject Details

Preparation Tip

Focus on high-weightage subjects first. Cover all chapters systematically using our structured learning path.

Quick Stats

Total Subjects14
Total Chapters70
AccessAlways Free

Unlock full learning — topics, practice questions, and mock tests.

Browse Courses
MBA Business Analytics — Syllabus, PYQ Papers & Question Banks | QuestionBankPro