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1. Big Data and Data Science in companies
- a. Definition
- b. Big Data before Big Data
- c. Data Science
- d. Thinking like a data scientist
- e. Cognitive biases
- f. Data Visualization
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2. Artificial Intelligence for Companies
- a. How does artificial intelligence work in a company?
- b. Spotify recommendation system
- c. Artificial intelligence on Netflix
- d. Creating House of Cards
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3. (Brother) Big Data
- a. Beyond the tip of the iceberg
- b. Consumers and data brokerage
- c. Predictive analytics on Facebook
- d. Big Data on Tinder: the Big Lies People Tell
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4. Find evidence in business
- a. Causality
- b. Instrumental variables
- c. Natural experiments
- d. Regression discontinuity
- e. A/B Testing
- f. Execution of experiments
- g. How did Obama raise 60$ million?
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5. Businesses with geolocated data
- a. Predict human movement
- b. Place of sales
- c. Mobile phone data
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6. AI Business Model Canvas
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