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@@ -26,28 +26,28 @@ Part / Chapter #|Title|Directory|Notebook|1<sup>st</sup> ed. Chapter&nbsp;#
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2|An Array of Sequences|[02-array-seq](02-array-seq)|[array-seq.ipynb](02-array-seq/array-seq.ipynb)|2
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3|Dictionaries and Sets|[03-dict-set](03-dict-set)||3
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4|Text versus Bytes|[04-text-byte](04-text-byte)||4
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🆕 5|Record-like Data Structures|[05-record-like](05-record-like)||
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5|Record-like Data Structures|[05-record-like](05-record-like)||🆕
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6|Object References, Mutability, and Recycling|[06-obj-ref](06-obj-ref)||8
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**III – Functions as Objects**|
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7|First-Class Funcions|[07-1class-func](07-1class-func)||5
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🆕 8|Type Hints in Function Definitions|[08-def-type-hints](08-def-type-hints)||
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8|Type Hints in Function Definitions|[08-def-type-hints](08-def-type-hints)||🆕
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9|Function Decorators and Closures|[09-closure-deco](09-closure-deco)||7
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10|Design Patterns with First-Class Functions|[10-dp-1class-func](10-dp-1class-func)||6
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**IV – Object-Oriented Idioms**|
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11|A Pythonic Object|[11-pythonic-obj](11-pythonic-obj)||9
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12|Sequence Hacking, Hashing, and Slicing|[12-seq-hacking](12-seq-hacking)||10
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13|Interfaces, Protocols, and ABCs|[13-protocl-abc](13-protocol-abc)||11
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14|Inheritance: For Good or For Worse|[14-inheritance](14-inheritance)||12
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🆕 15|More About Type Hints|[15-type-hints](15-type-hints)||–
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15|More About Type Hints|15-type-hints||🆕
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16|Operator Overloading: Doing It Right|[16-op-overloading](16-op-overloading)||13
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**V – Control Flow**|
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17|Iterables, Iterators, and Generators|[17-it-generator](17-it-generator)||14
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18|Context Managers and else Blocks|[18-context-mngr](18-context-mngr)||15
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19|Classic Coroutines|[19-coroutine](19-coroutine)||16
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🆕 20|Concurrency Models in Python|[20-concurrency](20-concurrency)||-
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20|Concurrency Models in Python|[20-concurrency](20-concurrency)||🆕
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21|Concurrency with Futures|[21-futures](21-futures)||17
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22|Asynchronous Programming|[22-async](22-async)||18
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**VI – Metaprogramming**|
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23|Dynamic Attributes and Properties|[22-dyn-attr-prop](22-dyn-attr-prop)||19
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24|Attribute Descriptors|[23-descriptor](23-descriptor)||20
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25|Class Metaprogramming|[24-class-metaprog](24-class-metaprog)||21
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23|Dynamic Attributes and Properties|[23-dyn-attr-prop](23-dyn-attr-prop)||19
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24|Attribute Descriptors|[24-descriptor](24-descriptor)||20
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25|Class Metaprogramming|[25-class-metaprog](25-class-metaprog)||21

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