Statistics and Mathematics for Data Science (HSBC)
In this course, we provide delegates with a framework that will enable them to become effective project, program, and client advisors and managers and apply this framework in the banking and financial services sectors.
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A message from Woody Lewenstein (Your instructor)
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Resources
RECORDING (OF LIVE SESSIONS) - Week 4 - Session 01 (September 19,2022)
RECORDING (OF LIVE SESSIONS) - Week 4 - Session 02 (September 20,2022)
RECORDING (OF LIVE SESSIONS) - Week 4 - Session 03 (September 21,2022)
RECORDING (OF LIVE SESSIONS) - Week 4 - Office Hours (September 22,2022)
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Segment - 01 - Mean
Quiz - 01 - Mean
Segment - 02 - Median
Quiz - 02 - Median
Segment - 03 -Mode
Quiz - 03 - Mode
Segment - 04 - Comparing Averages
Quiz - 04 - Comparing Averages
Segment - 05 -Quantiles, Range and IQR
Quiz - 05 - Quantiles, Range and IQR
Segment - 06 - Standard Deviation and Variance
Quiz - 06 - Standard Deviation
Segment - 07 - Coefficient of Variation
Quiz - 07 - Coefficient of Variation
Segment - 08 - Skew
Quiz - 08 - Skew
Segment - 09 - Kurtosis
Segment - 10 - Correlation
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Segment - 12 - Bayesian vs Frequentist Models
Segment - 13 - Conditional Probability Introduction
Segment - 14 - Conditional Probability with Venn Diagrams
Segment - 15 - Conditional Probability with Tree Diagrams
Segment - 16 - Tree Diagram Example
Segment - 17 -Conditional Probability with Normal Distributions
Segment - 18 - Counterintuitive Results
Segment - 19 - Developing Bayes' Theorem part 1
Segment - 10 -Developing Bayes' Theorems part 2
Segment - 21 - Thomas Bayes' Puzzle
Segment - 22 - The Bayesian Response
Segment - 23 - Simulating Bayes' Puzzle in Excel
Segment - 24 - Module Summary
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Segment - 25 - Normal Distribution Properties
Segment - 26 - Normal Distribution Calculations
Segment - 27 - Normal Distributions Inverse
Segment - 28 - Normal Distribution Z Scores
Segment - 29 - Expected Value
Segment - 30 - Law of Large Numbers
Segment - 31 - Central Limit Theorem
Segment - 32 - CLT Limitations
Segment - 30 - Hypothesis Tests
Segment - 34 - Two-Tailed Tests
Segment - 35 - Type I and Type II Errors
Segment - 36 - Bivariate Data