TalkPython Python Memory Management and Tips 2021 En

1. 01 Welcome to the course/01-welcome.mp421.32MB
2. 01 Welcome to the course/02-why-care-about-memory.mp45.98MB
3. 01 Welcome to the course/03-smaller-and-faster.mp423.33MB
4. 01 Welcome to the course/04-topics-covered.mp48.38MB
5. 01 Welcome to the course/05-student-expectations.mp41.77MB
6. 01 Welcome to the course/06-meeting-your-instructor.mp48.97MB
7. 02 Setup and tools/01-youll-need-python3.mp420.87MB
8. 02 Setup and tools/02-editor.mp414.42MB
9. 02 Setup and tools/03-get-the-source.mp48.89MB
10. 03 Python variables and memory/01-python-equal-cpython.mp47.01MB
11. 03 Python variables and memory/02-lets-talk-pointers.mp413.92MB
12. 03 Python variables and memory/03-passing-values-in-c.mp44.89MB
13. 03 Python variables and memory/04-does-python-have-pointers.mp416.65MB
14. 03 Python variables and memory/05-pass-by-value.mp45.65MB
15. 03 Python variables and memory/06-red-pill-blue-pill.mp434.26MB
16. 03 Python variables and memory/07-cpython-long-source.mp493.05MB
17. 03 Python variables and memory/08-the-id-function.mp46.23MB
18. 03 Python variables and memory/09-loading-the-sample-code.mp433.3MB
19. 03 Python variables and memory/10-demo-size-of-objects.mp498.74MB
20. 03 Python variables and memory/11-demo-real-size-of-objects.mp458.66MB
21. 03 Python variables and memory/12-concept-flyweight-pattern.mp48.78MB
22. 03 Python variables and memory/13-demo-flyweight-numbers.mp465.6MB
23. 03 Python variables and memory/14-cpython-source-book.mp46.55MB
24. 04 Allocating memory in Python/01-allocation-intro.mp46.22MB
25. 04 Allocating memory in Python/02-allocation-in-action.mp417.66MB
26. 04 Allocating memory in Python/03-big-objects-may-be-many-small-ones.mp46.58MB
27. 04 Allocating memory in Python/04-small-object-allocation-intro.mp413.88MB
28. 04 Allocating memory in Python/05-allocation-blocks.mp48.93MB
29. 04 Allocating memory in Python/06-allocation-pools.mp48.39MB
30. 04 Allocating memory in Python/07-demo-pools-in-source.mp481.35MB
31. 04 Allocating memory in Python/08-allocation-areas.mp43.99MB
32. 04 Allocating memory in Python/09-demo-allocator-stats.mp4139MB
33. 05 Recovering memory in Python/01-ref-counting.mp415.83MB
34. 05 Recovering memory in Python/02-demo-reference-counting.mp4101.22MB
35. 05 Recovering memory in Python/03-when-reference-counting-breaks.mp439.03MB
36. 05 Recovering memory in Python/04-demo-gc.mp473.93MB
37. 05 Recovering memory in Python/05-demo-gc-no-containers.mp451.05MB
38. 05 Recovering memory in Python/06-pythons-generational-garbage-collector.mp49.04MB
39. 05 Recovering memory in Python/07-when-does-the-gc-run.mp419.21MB
40. 05 Recovering memory in Python/08-do-you-need-the-gc.mp457.27MB
41. 05 Recovering memory in Python/09-refcounting-and-the-gil.mp414.62MB
42. 06 Efficient data structures/01-data-struct-chapter-intro.mp425.86MB
43. 06 Efficient data structures/02-what-we-arent-covering.mp42.7MB
44. 06 Efficient data structures/03-disabling-the-gc-revisited.mp411.02MB
45. 06 Efficient data structures/04-demo-data-with-cycles.mp469.98MB
46. 06 Efficient data structures/05-demo-cycle-busting-part1.mp436.94MB
47. 06 Efficient data structures/06-demo-cycle-busting-with-friend-map.mp480.42MB
48. 06 Efficient data structures/07-demo-checking-friends-in-the-friend-map.mp4118.66MB
49. 06 Efficient data structures/08-different-container-types.mp425.09MB
50. 06 Efficient data structures/09-demo-container-sizes-starter.mp467.48MB
51. 06 Efficient data structures/10-demo-container-sizes-lists.mp427.41MB
52. 06 Efficient data structures/11-demo-container-sizes-classes.mp453.64MB
53. 06 Efficient data structures/12-demo-container-sizes-arrays.mp449.58MB
54. 06 Efficient data structures/13-demo-container-sizes-pandas.mp441.48MB
55. 06 Efficient data structures/14-demo-container-sizes-numpy.mp434.01MB
56. 06 Efficient data structures/15-monitoring-mem-usages-for-current-process.mp415.18MB
57. 07 Memory and functions/01-function-intro.mp43.77MB
58. 07 Memory and functions/02-demo-functions-cliing-to-memory.mp430.05MB
59. 07 Memory and functions/03-demo-implementing-the-pipeline-functions.mp440.3MB
60. 07 Memory and functions/04-demo-tracking-mem-usage.mp457.83MB
61. 07 Memory and functions/05-demo-a-mem-improvement.mp483.94MB
62. 07 Memory and functions/06-concept-drop-intermediate-data.mp48.95MB
63. 07 Memory and functions/07-converting-the-pipeline-to-generators.mp4160.9MB
64. 07 Memory and functions/08-concept-generators.mp49MB
65. 07 Memory and functions/09-demo-useful-closers.mp468.58MB
66. 07 Memory and functions/10-counting-with-closures.mp451.78MB
67. 07 Memory and functions/11-concept-closure-state.mp45.31MB
68. 08 Memory and classes/01-classes-and-memory-introduction.mp44.95MB
69. 08 Memory and classes/02-plain-ol-properties.mp4104.4MB
70. 08 Memory and classes/03-100_000-is-a-crowd.mp428.97MB
71. 08 Memory and classes/04-demo-testing-crowd-size.mp437.41MB
72. 08 Memory and classes/05-delayed-fields-with-props.mp471.79MB
73. 08 Memory and classes/06-concept-properties.mp44.35MB
74. 08 Memory and classes/07-demo-where-classes-store-memory.mp4104.25MB
75. 08 Memory and classes/08-concept-class-dicts.mp47.46MB
76. 08 Memory and classes/09-demo-people-with-slots.mp488.82MB
77. 08 Memory and classes/10-concept-slots.mp47.98MB
78. 08 Memory and classes/11-demo-slots-are-faster-too.mp462.25MB
79. 09 Investigating memory usage/01-profiling-intro.mp48.45MB
80. 09 Investigating memory usage/02-profiling-in-pycharm.mp444.41MB
81. 09 Investigating memory usage/03-a-memory-profiler.mp436.87MB
82. 09 Investigating memory usage/04-line-level-mem-profiling.mp434.67MB
83. 09 Investigating memory usage/05-concept-line-by-line-with-memory_profiler.mp43.92MB
84. 09 Investigating memory usage/06-graphing-memory-over-time.mp432.05MB
85. 09 Investigating memory usage/07-concept-graphing-with-memory_profiler.mp42.44MB
86. 09 Investigating memory usage/08-a-data-science-focused-profiler.mp411.49MB
87. 09 Investigating memory usage/09-profiling-with-fil.mp439.74MB
88. 10 Course conclusion and review/01-finish-line.mp417.48MB
89. 10 Course conclusion and review/02-red-pill-aka-pointers.mp410.91MB
90. 10 Course conclusion and review/03-allocating-memory.mp47.62MB
91. 10 Course conclusion and review/04-reference-counting.mp46.39MB
92. 10 Course conclusion and review/05-garabage-collection.mp443.43MB
93. 10 Course conclusion and review/06-container-types.mp412.88MB
94. 10 Course conclusion and review/07-memory-and-functions.mp410.44MB
95. 10 Course conclusion and review/08-classes.mp412.76MB
96. 10 Course conclusion and review/09-profiling.mp47.82MB
97. 10 Course conclusion and review/10-bye-and-thanks.mp44.99MB