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    1.1. Course Overview
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    1.2. Prerequisites
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    2.1. Introduction
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    2.2. Associative Arrays
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    2.3. Hash Maps
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    2.4. Python Dictionaries
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    2.5. Python's hash() Function
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    3.1. Introduction
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    3.2. Creating Dictionaries - Lecture
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    3.3. Creating Dictionaries - Coding
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    3.4. Common Operations - Lecture
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    3.5. Common Operations - Coding
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    3.6. Dictionary Views - Lecture
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    3.7. Dictionary Views - Coding
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    3.8. Updating, Merging, and Copying - Lecture
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    3.9. Updating, Merging, and Copying - Coding
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    3.10. Custom Classes and Hashing - Lecture
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    3.11. Custom Classes and Hashing - Coding
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    4.1. Exercises
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    4.2. Solution 1
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    4.3. Solution 2
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    4.4. Solution 3
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    4.5. Solution 4
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    5.1. Introduction
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    5.2. Basic Set Theory
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    5.3. Python Sets
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    5.4. Creating Sets - Lecture
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    5.5. Creating Sets - Coding
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    5.6. Common Operations - Lecture
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    5.7. Common Operations - Coding
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    5.8. Set Operations - Lecture
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    5.9. Set Operations - Coding
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    5.10. Update Operations - Lecture
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    5.11. Update Operations - Coding
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    5.12. Copying Sets - Lecture
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    5.13. Copying Sets - Coding
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    5.14. Frozen Sets - Lecture
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    5.15. Frozen Sets - Coding
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    5.16. Dictionary Views - Lecture
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    5.17. Dictionary Views - Coding
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    6.1. Project 1 - Goals
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    6.2. Project 1 - Solution
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    7.1. Introduction
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    7.2. Pickling - Lecture
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    7.3. Pickling - Coding
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    7.4. JSON Serialization - Lecture
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    7.5. JSON Serialization - Coding
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    7.6. Custom JSON Encoding - Lecture
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    7.7. Custom JSON Encoding - Coding
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    7.8. Using JSONEncoder - Lecture
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    7.9. Using JSONEncoder - Coding
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    7.10. Custom JSON Decoding - Lecture
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    7.11. Custom JSON Decoding - Coding
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    7.12. Using JSONDecoder - Lecture
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    7.13. Using JSONDecoder - Coding
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    7.14. JSON Schema
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    7.16. PyYaml
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    7.17. Serpy
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    8.1. Exercises
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    8.2. Solution 1
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    8.3. Solution 2
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    8.4. Solution 3
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    9.1. Introduction
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    9.2. DefaultDict - Lecture
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    9.3. DefaultDict - Coding
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    9.4. OrderedDict - Lecture
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    9.5. OrderedDict - Coding
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    9.6. OrderedDict and Python 3.6 Dicts
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    9.7. Counter - Lecture
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    9.8. Counter - Coding
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    9.9. ChainMap - Lecture
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    9.10. ChainMap - Coding
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    9.11. UserDict - Lecture
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    9.12. UserDict - Coding
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    10.1. Exercises
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    10.2. Solution 1
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    10.3. Solution 2
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    10.4. Solution 3
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    11.1. Python 3.10
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    11.2. Python 3.9
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    11.3. Python 3.8 3.7
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    12.1. The MappingProxy Type
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    12.2. Marshmallow