Statistics and Probability
Comprehensive statistics: descriptive stats, probability, sampling distributions, confidence intervals, and hypothesis testing
Excel Skills for Data Analytics and Visualization
PivotTables, VLOOKUP, data validation, charts, and advanced Excel analytics for business intelligence
The Science of Sales
Modern sales psychology, buyer behavior, closing frameworks and techniques
Upselling Without Pushback
Value selling, timing, customer success, expansion revenue
Advanced Python Features
Decorators, generators, context managers, async programming
Testing and Debugging in Python
Unit tests, pytest, debugging strategies, test-driven development
Relational Database Design
Normalization, schema design, entity-relationship diagrams
Decision Making Under Uncertainty
Data-driven decisions, cognitive biases, decision frameworks
Root Cause Analysis
5 Whys, fishbone diagrams, systematic problem-solving approach
Conflict Resolution
Assertiveness, negotiation, mediation, difficult conversations
Sales Forecasting & Pipeline AI
Use AI data analysis to predict deal outcomes, score pipeline health, and prioritize the deals most likely to close. ROI: +25% forecast accuracy, -20% time on pipeline reviews.
Data Analysis with Python
NumPy, Pandas, data wrangling, exploratory analysis, correlation, and regression modeling in Python