Foundations of Sports Analytics Data, Representation, and Models in Sports

0dayddl · 1 Januar 2025

908 MB | 00:19:03 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :

03 introduction-to-foundations-and-instructor-stefan-szymanski.mp4 (46.35 MB)
04 faculty-introduction-wenche-wang.mp4 (2.03 MB)
05 pythagorean-expectation-baseball-part-1.mp4 (43.62 MB)
06 pythagorean-expectation-baseball-part-2.mp4 (20.75 MB)
07 pythagorean-expectation-the-ipl.mp4 (25.9 MB)
08 pythagorean-expectation-the-nba.mp4 (13.59 MB)
09 pythagorean-expectation-english-football.mp4 (23.02 MB)
10 pythagorean-expectation-as-a-predictor-in-the-mlb.mp4 (30.33 MB)
01 accessing-data-in-python-i.mp4 (24.67 MB)
02 accessing-data-in-python-ii.mp4 (21.48 MB)
03 data-exploration.mp4 (19.12 MB)
04 summary-statistics.mp4 (13.38 MB)
05 more-on-summary-statistics.mp4 (22.06 MB)
06 correlation-analysis.mp4 (23.06 MB)
01 data-representation-cricket-pt-1.mp4 (31.13 MB)
02 data-representation-cricket-pt-2.mp4 (28.19 MB)
03 data-representation-baseball.mp4 (30.98 MB)
04 data-representation-basketball.mp4 (33 MB)
01 introduction-to-regression-analysis.mp4 (18.51 MB)
02 interpreting-regression-results.mp4 (14.15 MB)
03 more-on-regressions.mp4 (15.64 MB)
04 regression-analysis-intro-to-cricket-data.mp4 (20.42 MB)
05 regression-analysis-batsmans-performance-and-salary.mp4 (15.9 MB)
06 regression-analysis-bowlers-performance-and-salary.mp4 (17.19 MB)
01 using-regression-analysis-an-example-with-nba-data.mp4 (37.51 MB)
02 using-regression-analysis-an-example-with-epl-data.mp4 (50.51 MB)
03 using-regression-analysis-an-example-with-mlb-data.mp4 (24.6 MB)
04 using-regression-analysis-an-example-with-nhl-data.mp4 (27.01 MB)
01 hot-hand-phenomenon-or-fallacy.mp4 (12.77 MB)
02 nba-shot-log-data-preparation-i.mp4 (14.31 MB)
03 nba-shot-log-data-preparation-ii.mp4 (11.11 MB)
04 conditional-probability.mp4 (12.49 MB)
05 conditional-and-unconditional-probabilities.mp4 (10.43 MB)
06 autocorrelation.mp4 (17.44 MB)
07 regression-analysis-on-hot-hand-i.mp4 (17.57 MB)
08 regression-analysis-on-hot-hand-ii.mp4 (25.64 MB)

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Code:

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Code:

Bitte Anmelden oder Registrieren um Code Inhalt zu sehen!

0dayddl · 28 März 2025

1.91 GB | 00:06:19 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :

01 welcome-to-data-analytics.mp4 (141.45 MB)
02 generative-ai-in-this-course.mp4 (27.69 MB)
04 module-1-introduction.mp4 (25.08 MB)
05 life-as-a-data-analyst.mp4 (21.27 MB)
01 what-is-data-analytics.mp4 (25.52 MB)
02 evidence-based-decision-making.mp4 (37.42 MB)
03 a-history-of-data-analytics.mp4 (22.77 MB)
04 modern-industry-use-cases.mp4 (27.33 MB)
01 defining-data.mp4 (16.31 MB)
02 unstructured-data.mp4 (23.78 MB)
03 structured-data.mp4 (27.06 MB)
04 big-data.mp4 (31.77 MB)
01 data-ecosystems.mp4 (17.46 MB)
02 collaborators-outside-your-data-team.mp4 (15.34 MB)
03 collaborators-on-your-data-team.mp4 (20.17 MB)
01 introduction-to-large-language-models.mp4 (15.87 MB)
02 choosing-an-llm.mp4 (14.98 MB)
03 prompting-llms.mp4 (19.71 MB)
04 llm-limitations.mp4 (27.49 MB)
05 demo-interacting-with-llms.mp4 (35.93 MB)
01 module-2-introduction.mp4 (8.78 MB)
01 solving-problems-with-data.mp4 (17.2 MB)
02 spreadsheets-for-business-analytics.mp4 (12.79 MB)
05 navigating-google-sheets.mp4 (35.15 MB)
06 importing-data.mp4 (26.36 MB)
07 sorting-filtering-and-formatting.mp4 (32.58 MB)
01 getting-to-know-your-data.mp4 (19.77 MB)
02 summary-statistics-max-min-average.mp4 (30.08 MB)
03 conditional-formatting.mp4 (35.41 MB)
04 summary-statistics-countif.mp4 (21.08 MB)
05 summary-statistics-sumif-averageif.mp4 (24.16 MB)
06 summary-statistics-countifs-sumifs.mp4 (39.19 MB)
07 data-processing-if-ifs-right-left.mp4 (31.02 MB)
08 where-does-data-come-from.mp4 (26.71 MB)
01 data-exploration-with-llms.mp4 (34.46 MB)
01 introduction-to-time-series.mp4 (26.83 MB)
02 real-world-time-series.mp4 (19.81 MB)
03 moving-averages.mp4 (30.33 MB)
04 percent-change.mp4 (39.22 MB)
01 module-3-introduction.mp4 (8.34 MB)
01 what-is-data-storytelling.mp4 (21.33 MB)
02 the-language-of-data-visualizations.mp4 (30.67 MB)
03 analyzing-visualizations.mp4 (28.78 MB)
01 the-right-chart-for-the-right-insight.mp4 (29.01 MB)
03 demo-bar-column-charts.mp4 (43.04 MB)
04 demo-customizing-charts.mp4 (22.67 MB)
05 demo-scatter-plots.mp4 (27.66 MB)
06 demo-grouped-bar-column-charts.mp4 (24.6 MB)
07 demo-stacked-bar-column-charts.mp4 (23.79 MB)
08 demo-line-charts.mp4 (17.01 MB)
01 strategies-for-effective-data-visualization.mp4 (28.01 MB)
02 data-encoding.mp4 (23.32 MB)
03 chart-elements.mp4 (18.56 MB)
04 data-visualization-examples-the-good-and-the-better.mp4 (32.6 MB)
01 demo-interpreting-data-visualizations-with-llms.mp4 (42.54 MB)
02 demo-creating-data-visualizations-with-llms.mp4 (23.17 MB)
01 module-4-introduction.mp4 (9.76 MB)
01 the-data-analytics-lifecycle.mp4 (21.9 MB)
02 defining-the-problem.mp4 (16.73 MB)
03 collecting-preprocessing-data.mp4 (28.88 MB)
04 analyzing-data.mp4 (18.21 MB)
05 identifying-insights.mp4 (13.53 MB)
06 sharing-results.mp4 (27.14 MB)
07 evaluating-outcomes.mp4 (18.64 MB)
01 gathering-stakeholder-requirements.mp4 (42.11 MB)
02 synthesizing-stakeholder-input.mp4 (23.33 MB)
04 checking-in-with-stakeholders.mp4 (22.99 MB)
05 domain-knowledge.mp4 (15.85 MB)
01 demo-llms-for-stakeholder-analysis.mp4 (64.41 MB)
01 your-next-steps-in-data-analytics.mp4 (15.02 MB)

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