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Classroom Contents
Analyzing Pwned Passwords with Apache Spark
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- 1 Introduction
- 2 What is Twilio
- 3 Agenda
- 4 What is Spark
- 5 We dont need Spark
- 6 Data Science Data Engineering
- 7 RDD
- 8 GroupByKey
- 9 DataSets
- 10 State of Password
- 11 Have I Been Owned
- 12 The Data
- 13 Schema Check
- 14 Most Popular Passwords
- 15 Length Column
- 16 Run Raw Sequel
- 17 Filtering Passwords
- 18 Password Data
- 19 Schema Inference
- 20 UserDefined Functions
- 21 Results
- 22 Dog Rights
- 23 Benefits of Spark
- 24 Challenges
- 25 Nested Error Messages
- 26 Apache Spark Documentation
- 27 Security Implications
- 28 Data Privacy
- 29 Security
- 30 What can you do
- 31 Thank you
- 32 Conclusion
- 33 Closing
- 34 Audience Questions
