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TORRENT DETAILS
LiveLessons - Product Analytics For Data-Driven Decisions - Derive Insights From Web Analytics Data
TORRENT SUMMARY
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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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FILE LIST
Filename
Size
~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
