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@ -26,11 +26,11 @@ Part / Chapter #|Title|Directory|Notebook|1<sup>st</sup> ed. Chapter&nbsp;#
2|An Array of Sequences|[02-array-seq](02-array-seq)|[array-seq.ipynb](02-array-seq/array-seq.ipynb)|2
3|Dictionaries and Sets|[03-dict-set](03-dict-set)||3
4|Text versus Bytes|[04-text-byte](04-text-byte)||4
🆕 5|Record-like Data Structures|[05-record-like](05-record-like)||
5|Record-like Data Structures|[05-record-like](05-record-like)||🆕
6|Object References, Mutability, and Recycling|[06-obj-ref](06-obj-ref)||8
**III Functions as Objects**|
7|First-Class Funcions|[07-1class-func](07-1class-func)||5
🆕 8|Type Hints in Function Definitions|[08-def-type-hints](08-def-type-hints)||
8|Type Hints in Function Definitions|[08-def-type-hints](08-def-type-hints)||🆕
9|Function Decorators and Closures|[09-closure-deco](09-closure-deco)||7
10|Design Patterns with First-Class Functions|[10-dp-1class-func](10-dp-1class-func)||6
**IV Object-Oriented Idioms**|
@ -38,16 +38,16 @@ Part / Chapter #|Title|Directory|Notebook|1<sup>st</sup> ed. Chapter&nbsp;#
12|Sequence Hacking, Hashing, and Slicing|[12-seq-hacking](12-seq-hacking)||10
13|Interfaces, Protocols, and ABCs|[13-protocl-abc](13-protocol-abc)||11
14|Inheritance: For Good or For Worse|[14-inheritance](14-inheritance)||12
🆕 15|More About Type Hints|[15-type-hints](15-type-hints)||
15|More About Type Hints|15-type-hints||🆕
16|Operator Overloading: Doing It Right|[16-op-overloading](16-op-overloading)||13
**V Control Flow**|
17|Iterables, Iterators, and Generators|[17-it-generator](17-it-generator)||14
18|Context Managers and else Blocks|[18-context-mngr](18-context-mngr)||15
19|Classic Coroutines|[19-coroutine](19-coroutine)||16
🆕 20|Concurrency Models in Python|[20-concurrency](20-concurrency)||-
20|Concurrency Models in Python|[20-concurrency](20-concurrency)||🆕
21|Concurrency with Futures|[21-futures](21-futures)||17
22|Asynchronous Programming|[22-async](22-async)||18
**VI Metaprogramming**|
23|Dynamic Attributes and Properties|[22-dyn-attr-prop](22-dyn-attr-prop)||19
24|Attribute Descriptors|[23-descriptor](23-descriptor)||20
25|Class Metaprogramming|[24-class-metaprog](24-class-metaprog)||21
23|Dynamic Attributes and Properties|[23-dyn-attr-prop](23-dyn-attr-prop)||19
24|Attribute Descriptors|[24-descriptor](24-descriptor)||20
25|Class Metaprogramming|[25-class-metaprog](25-class-metaprog)||21