LiveLessons - Product Analytics for Data-Driven Decisions - Derive Insights from Web Analytics Data Torrent Download

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[ DevCourseWeb.com ] LiveLessons - Product Analytics for Data-Driven Decisions: Derive Insights from Web Analytics Data

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Released 06/2022

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 7h 16m | Size: 2.85 GB

Learn How to Work with Real-World Data to Derive Actionable Business Insights

Product Analytics for Data-Driven Decisions: Derive Insights from Web Analytics Data will explore core concepts that will help viewers work with their data, identify bias in data sets, differentiate good data from bad data, and ultimately derive insights to help make actionable business decisions. Learners will see real-world examples of successful product analytics and learn how to utilize qualitative and quantitative measures for desirable outcomes.

Instructor Joanne Rodrigues is an accomplished data scientist, enterprise manager, and entrepreneur who applies machine learning/statistical algorithms to business strategy. Through eight unique video lessons, Rodrigues will provide in-depth training in the data generating process, psychological and neurological theories of behavior, implementing statistical tools in survey design and psychometric techniques, and much more.

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LiveLessons - Product Analytics for Data-Driven Decisions - Derive Insights from Web Analytics Data
~Get Your Files Here !/Bonus Resources.txt 386 B
~Get Your Files Here !/Introduction/001. Product Analytics for Data-Driven Decisions Introduction en.srt 7.2 KB
~Get Your Files Here !/Introduction/001. Product Analytics for Data-Driven Decisions Introduction.mp4 30.6 MB
~Get Your Files Here !/Lesson 1 Explore the Data-Generating Process/001. Learning objectives en.srt 2.4 KB
~Get Your Files Here !/Lesson 1 Explore the Data-Generating Process/001. Learning objectives.mp4 9.8 MB
~Get Your Files Here !/Lesson 1 Explore the Data-Generating Process/002. 1.1 The Data-Generating Process en.srt 2.2 KB
~Get Your Files Here !/Lesson 1 Explore the Data-Generating Process/002. 1.1 The Data-Generating Process .mp4 12.8 MB
~Get Your Files Here !/Lesson 1 Explore the Data-Generating Process/003. 1.2 The Characteristics of a Social System.mp4 56.2 MB
~Get Your Files Here !/Lesson 1 Explore the Data-Generating Process/004. 1.3 Types of Inference.mp4 31 MB
~Get Your Files Here !/Lesson 1 Explore the Data-Generating Process/005. 1.4 Pitfalls for Analysis.mp4 23.8 MB
~Get Your Files Here !/Lesson 1 Explore the Data-Generating Process/006. 1.5 Actionable Insights.mp4 10.3 MB
~Get Your Files Here !/Lesson 2 Theory Building/001. Learning objectives.mp4 11.4 MB
~Get Your Files Here !/Lesson 2 Theory Building/002. 2.1 Theory Creation Process .mp4 17 MB
~Get Your Files Here !/Lesson 2 Theory Building/003. 2.2 Elements of Theory Building .mp4 105.3 MB
~Get Your Files Here !/Lesson 2 Theory Building/004. 2.3 Conceptualization and Measurement.mp4 34.2 MB
~Get Your Files Here !/Lesson 2 Theory Building/005. 2.4 Example Theory Building for Web Products.mp4 35 MB
~Get Your Files Here !/Lesson 3 Behavior Change/001. Learning objectives.mp4 6.7 MB
~Get Your Files Here !/Lesson 3 Behavior Change/002. 3.1 Understanding Behavior.mp4 18.9 MB
~Get Your Files Here !/Lesson 3 Behavior Change/003. 3.2 Psychological Theories of Behavior Change.mp4 21.1 MB
~Get Your Files Here !/Lesson 3 Behavior Change/004. 3.3 Neurological Theories of Behavior Change.mp4 18.4 MB
~Get Your Files Here !/Lesson 3 Behavior Change/005. 3.4 Behavior Change for Web Products.mp4 27 MB
~Get Your Files Here !/Lesson 4 Learn Basic Statistical Techniques and Common Pitfalls/001. Learning objectives.mp4 4.8 MB
~Get Your Files Here !/Lesson 4 Learn Basic Statistical Techniques and Common Pitfalls/002. 4.1 Distributions.mp4 78.6 MB
~Get Your Files Here !/Lesson 4 Learn Basic Statistical Techniques and Common Pitfalls/003. 4.2 Mean, Mode and Variance.mp4 101.1 MB
~Get Your Files Here !/Lesson 4 Learn Basic Statistical Techniques and Common Pitfalls/004. 4.3 Skew, Kurtosis.mp4 29.6 MB
~Get Your Files Here !/Lesson 4 Learn Basic Statistical Techniques and Common Pitfalls/005. 4.4 Sampling.mp4 156.1 MB
~Get Your Files Here !/Lesson 4 Learn Basic Statistical Techniques and Common Pitfalls/006. 4.5 Other Types of Distributions.mp4 30.9 MB
~Get Your Files Here !/Lesson 4 Learn Basic Statistical Techniques and Common Pitfalls/007. 4.6 Calculating Linear Correlations.mp4 56.2 MB
~Get Your Files Here !/Lesson 5 Conceptualization, Operationalization and Metric Development/001. Learning objectives.mp4 2.9 MB
~Get Your Files Here !/Lesson 5 Conceptualization, Operationalization and Metric Development/002. 5.1 Period -- Age -- Cohort .mp4 71.4 MB
~Get Your Files Here !/Lesson 5 Conceptualization, Operationalization and Metric Development/003. 5.2 Cohort and Period Metrics.mp4 115.3 MB
~Get Your Files Here !/Lesson 5 Conceptualization, Operationalization and Metric Development/004. 5.3 The Denominator Problem.mp4 36.7 MB
~Get Your Files Here !/Lesson 5 Conceptualization, Operationalization and Metric Development/005. 5.4 Period Person Years.mp4 115.6 MB
~Get Your Files Here !/Lesson 5 Conceptualization, Operationalization and Metric Development/006. 5.5 Standardization.mp4 31.6 MB
~Get Your Files Here !/Lesson 5 Conceptualization, Operationalization and Metric Development/007. 5.6 Re-weighting.mp4 118.2 MB
~Get Your Files Here !/Lesson 6 Metric Development Process/001. Learning objectives.mp4 3.1 MB
~Get Your Files Here !/Lesson 6 Metric Development Process/002. 6.1 Common Metrics--Part 1.mp4 32.8 MB
~Get Your Files Here !/Lesson 6 Metric Development Process/003. 6.2 Common Metrics--Part 2.mp4 170.6 MB
~Get Your Files Here !/Lesson 6 Metric Development Process/004. 6.3 Funnel Metrics.mp4 32.5 MB
~Get Your Files Here !/Lesson 6 Metric Development Process/005. 6.4 Progression Metrics.mp4 22.5 MB
~Get Your Files Here !/Lesson 6 Metric Development Process/006. 6.5 Survival Metrics .mp4 76.8 MB
~Get Your Files Here !/Lesson 6 Metric Development Process/007. 6.6 Pitfalls of Metric Development.mp4 33.5 MB
~Get Your Files Here !/Lesson 7 Index Creation/001. Learning objectives.mp4 2.5 MB
~Get Your Files Here !/Lesson 7 Index Creation/002. 7.1 Measuring Complex Concepts.mp4 59.4 MB
~Get Your Files Here !/Lesson 7 Index Creation/003. 7.2 Basic Survey Design Best Practices.mp4 44.4 MB
~Get Your Files Here !/Lesson 7 Index Creation/004. 7.3 User Segmentation vs. Typing.mp4 26.5 MB
~Get Your Files Here !/Lesson 7 Index Creation/005. 7.4 Modelling PreferencesChoice.mp4 196.6 MB
~Get Your Files Here !/Lesson 7 Index Creation/006. 7.5 Principal Components Analysis (PCA).mp4 119.9 MB
~Get Your Files Here !/Lesson 7 Index Creation/007. 7.6 Example Using PCAFactor Analysis for Indicator Creation.mp4 48.7 MB
~Get Your Files Here !/Lesson 8 AB Testing/001. Learning objectives.mp4 3.5 MB
~Get Your Files Here !/Lesson 8 AB Testing/002. 8.1 Set-Up AB Tests--Part 1.mp4 58.8 MB
~Get Your Files Here !/Lesson 8 AB Testing/003. 8.2 Set-Up AB Tests--Part 2.mp4 66.5 MB
~Get Your Files Here !/Lesson 8 AB Testing/004. 8.3 Understand Randomization.mp4 33.2 MB
~Get Your Files Here !/Lesson 8 AB Testing/005. 8.4 Interpret the Results of AB Tests--Part 1.mp4 139.9 MB
~Get Your Files Here !/Lesson 8 AB Testing/006. 8.5 Interpret the Results of AB Tests--Part 2.mp4 91.1 MB
~Get Your Files Here !/Lesson 8 AB Testing/007. 8.6 Pitfalls of AB Testing .mp4 109.3 MB
~Get Your Files Here !/Part 1 Theory Building Techniques in Product Analytics/001. Theory Building Techniques in Product Analytics en.srt 1.9 KB
~Get Your Files Here !/Part 1 Theory Building Techniques in Product Analytics/001. Theory Building Techniques in Product Analytics.mp4 8.1 MB
~Get Your Files Here !/Part 2 Testing Theories in Product Analytics FeatureMetric Development/001. Testing Theories in Product Analytics FeatureMetric Development.mp4 30.3 MB
~Get Your Files Here !/Summary/001. Product Analytics for Data-Driven Decisions Summary.mp4 13.4 MB