The science of better decision-making.
Regression Models, Time Series, ARIMA, Panel Data Models, Instrumental Variables
Descriptive Stats, Probability Distributions, Hypothesis Testing, Confidence Intervals
Simplex Method, Duality, Graphical LP, Slack Variables, Two-Phase Method
Job Shop Scheduling, Flow Shop, Critical Path Method (CPM), PERT, Gantt Charts
Integer Programming, Knapsack Problem, Cutting Stock, Assignment Problem
Algo Optimization, Convex Optimization, Metaheuristics, Genetic Algorithms, Gradient Descent
Data Cleaning, Feature Engineering, Model Selection, ML Pipelines, Predictive Models
Learn models from data patterns and make predictions, Supervised vs Unsupervised Learning
EOQ Model, EPQ Model, Reorder Point, Safety Stock, ABC Classification
M/M/1 Model, M/M/c, Little’s Law, Kendall’s Notation, Service Rate Optimization
Python is a programming language that lets you work quickly and integrate systems more effectively.
SQL or Structured Query Language, is the main language used to manage data stored in relational databases. SQL is widely used for data science, software
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