coursera-mastering-data-analysis-in-excel-2022-6

1_about-this-course\ 1_introduction-to-the-specialization\ 0:00 1_about-this-specialization 2_introduction-to-this-course\ 4:30 2_introduction-to-mastering-data-analysis-in-excel 2_excel-essentials-for-beginners\ 1_basic-excel-syntax\ 10:53 2_introduction-to-using-excel-in-this-course 16:29 3_basic-excel-vocabulary-intro-to-charting 23:45 4_arithmetic-in-excel 26:12 5_functions-on-individual-cells 2_functions-on-arrays\ 30:09 1_functions-on-a-set-of-numbers 40:09 2_functions-on-ordered-pairs-of-data 48:43 3_sorting-data-in-excel 54:13 4_introduction-to-the-solver-plug-in 3_binary-classification\ 1_binary-classification-and-the-confusion-matrix\ 1:02:50 2_introduction-to-binary-classification 1:10:34 3_bombers-and-seagulls-confusion-matrix 1:19:23 4_costs-determine-optimal-threshold 1:24:00 5_calculating-positive-and-negative-predictive-values 1:29:35 6_how-to-calculate-the-area-under-the-roc-curve 1:41:20 7_binary-classification-with-more-than-one-input-variable 4_information-measures\ 1_introduction-to-measuring-uncertainty\ 1:48:46 2_quantifying-the-informational-edge 1:50:10 3_probability-and-entropy 1:57:25 4_entropy-of-a-guessing-game 2_new-data-and-information-gain\ 2:04:42 1_dependence-and-mutual-information 2:08:09 2_the-monty-hall-problem 2:16:40 3_learning-from-one-coin-toss-part-1 2:21:59 4_learning-from-one-coin-toss-part-2 5_linear-regression\ 1_introduction-to-parametric-models\ 2:30:38 2_introducing-the-gaussian 2:31:56 3_introduction-to-standardization 2:36:48 4_standard-normal-probability-distribution-in-excel 2:44:13 5_calculating-probabilities-from-z-scores 2:49:05 6_central-limit-theorem 2:52:31 7_algebra-with-gaussians 2:59:13 8_markowitz-portfolio-optimization 2_unpacking-linear-regression\ 3:11:51 1_standardizing-x-and-y-coordinates-for-linear-regression 3:18:04 2_standardization-simplifies-linear-regression 3:27:22 3_modeling-error-in-linear-regression 3:37:43 4_information-gain-from-linear-regression 6_additional-skills-for-model-building\ 1_concepts-needed-for-final-project\ 3:43:18 1_describing-histograms-and-probability-distributions-functions 3:52:16 2_some-important-and-frequently-encountered-pdfs 4:00:14 4_linear-regression-with-more-than-one-input-variable 4:05:12 5_understanding-why-over-fitting-happens 7_final-course-project\ 1_case-study-modeling-credit-card-default-risk-and-customer-profitability\ 4:20:04 2_final-project-information-part-1 4:23:26 3_final-project-information-part-2