DATA ANALYTICS, Financial Literacy, Full Course

Build Confidence in Making TOUGH Financial Decisions using the R Statistical Software

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Stephen Kinuthia

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Course details

Lectures : 24

Quizzes : 1

Level : Intermediate

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Module 1: Can You Trust Your Gut with Money?

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1.1 Why do humans make poor financial decisions? What is The difference between bias vs data?

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1.2 Getting started with R programming for decision-making

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1.3 How to Turn raw numbers into meaningful financial insights

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Module 2: Are You Actually Making or Losing Money?

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2.1 How to Calculate profit, cost and revenue using real data

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2.2 Identifying hidden losses in financial data

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2.3 Visualizing profit trends using R

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Module 3: Which Option Is Truly Better?

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3.1 Comparing financial options using summary statistics

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3.2 Understanding averages, variability and risk

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3.3 Making decisions under uncertainty

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Module 4: What’s the Risk Behind Your Decision?

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4.1 Modeling uncertainty with probability distributions

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4.2 Best-case vs worst-case scenarios

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4.3 Interpreting risk in financial decisions

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Module 5: Are You Being Misled by Small Data?

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5.1 Introduction to hypothesis testing in simple terms

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5.2 Comparing two financial strategies using the A/B testing technique

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5.3 Avoiding wrong decisions from limited data

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Module 6: Can You Predict What Happens Next?

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6.1 Identifying trends in financial data

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6.2 Simple forecasting techniques in R

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6.3 Understanding prediction errors and uncertainty

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Module 7: Where Should You Put Your Money?

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7.1 Evaluating multiple financial opportunities

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7.2 Risk vs return trade-offs

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7.3 Allocating resources for maximum benefit

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Module 8: Can You Defend Your Financial Decision?

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8.1 Interpreting and explaining your analysis

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8.2 Building a clear data-driven financial argument

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8.3 Solving a real financial decision problem through a Capstone Project

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MARKET-READINESS CROSS-EXAMINATION

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By Tumakazi Jobtech

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