| Archived
files |
|
01-section_1_introduction.mkv
[35eb9a68dc21ab0f]
|
2,393,918 |
948562B3 |
|
02-application_download_and_installation.mkv
[19cf26bd4aee6227]
|
1,901,885 |
D3CACE90 |
|
03-install_python_on_windows.mkv
[2778d8d6e47ce2f9]
|
29,721,638 |
A1323583 |
|
04-installing_python_on_macbook.mkv
[e84ab84230efeae]
|
51,689,455 |
01910B65 |
|
05-python_files.mkv
[59cc7f04fd801e11]
|
1,517,489 |
67D1CEB7 |
|
06-section_2-data_types_and_variables.mkv
[ba5479c7fbe4aa25]
|
1,123,232 |
E3BB2DF0 |
|
07-what_is_python.mkv
[74a17dddde1fa6ab]
|
10,923,474 |
7B7AB757 |
|
08-data_types.mkv
[371f08a4707b276]
|
69,697,032 |
03282476 |
|
09-variables.mkv
[4896c974598dbd2a]
|
20,917,156 |
63E7A0E7 |
|
100-retrieve_random_sample_from_dataframe.mkv
[7118b9216383e8e1]
|
23,483,177 |
E44687EC |
|
101-retrieve_smallest_or_largest_values.mkv
[d328ce83c2f7a8ee]
|
27,456,182 |
BEACC4CA |
|
102-rank_values-rank_(_).mkv
[e087f7a7d6f0fb99]
|
53,641,641 |
DD318BCA |
|
103-create_a_copy_of_dataset.mkv
[26c862f6323f3078]
|
41,171,264 |
E490E61C |
|
104-section_15_manipulating_text_data.mkv
[b05c72bd1f81ea17]
|
946,183 |
82F59FFC |
|
105-optimizing_text_data.mkv
[d483092dbb4a2402]
|
26,904,250 |
B1E0AC70 |
|
106-change_case-upper_(_)_lower_(_)_title_(_)_capitalize_(_).mkv
[efa020d2d716efd9]
|
32,835,693 |
89B3154F |
|
107-remove_white_spaces-lstrip_(_)_rstrip_(_)__strip_(_).mkv
[30e9acb38ac50880]
|
20,818,968 |
B6A077A3 |
|
108-replace_characters_in_a_column.mkv
[97489e1ad75358e]
|
27,123,694 |
1C97846A |
|
109-filter_dataframe_for_specific_values-contains_(_).mkv
[e55fb317ef52c410]
|
31,845,935 |
5C9105B4 |
|
10-section_3__operators_and_numbers.mkv
[c2129b79dbec172f]
|
484,546 |
1D5D06FC |
|
110-split_string_columns_i.mkv
[2b21d512dce1efb4]
|
37,316,098 |
42A09FE8 |
|
111-split_string_columns_ii.mkv
[80939f5f2ddc4730]
|
45,523,180 |
7A92C0D0 |
|
112-section_16_multi_index_in_dataframe.mkv
[67672d0e889ce577]
|
846,345 |
A80AB380 |
|
113-create_multi_index.mkv
[5fe08eb862d2d596]
|
51,325,465 |
1F7A09D7 |
|
114-sort_multi-index.mkv
[e7cdaa891b3b4ceb]
|
25,520,701 |
D95FBE7C |
|
115-retrieve_records_from_multi-index_dataframe.mkv
[86f91f00a68db962]
|
28,128,244 |
1FE24AFA |
|
116-stack_(_)_and_unstack_(_).mkv
[c48048906132a302]
|
12,665,639 |
69E21701 |
|
117-aggregate_values_using_pivot_table_(_).mkv
[cfe935cab8b19b0d]
|
68,007,427 |
67E75D6B |
|
118-section_17_groupby_object.mkv
[e53c011d436ca6b5]
|
638,076 |
E6701F53 |
|
119-groupby_object_i.mkv
[5575d63ef9d5538a]
|
43,615,564 |
40802B65 |
|
11-operators.mkv
[8dbbd2b73e685ea4]
|
16,490,828 |
8A4CC78A |
|
120-groupby_object_ii.mkv
[25aaa73f23370f3f]
|
54,889,138 |
FEB90A3D |
|
121-get_group_(_).mkv
[15ff0060aaa28c0a]
|
24,518,318 |
847D9887 |
|
122-group_by_multiple_columns.mkv
[a5d9295fd2745c95]
|
24,192,825 |
46CE258F |
|
123-pass_different_operation-agg_(_).mkv
[770cf3d824ef8de1]
|
30,435,724 |
1E736ED7 |
|
124-for_loop_and_groupby_object.mkv
[b60886e1f9b34c0b]
|
63,392,935 |
ACC87841 |
|
125-section_18_data_relationship.mkv
[1847dab9ebf23337]
|
50,357,336 |
B7988D3E |
|
126-what_is_data_relationship_.mkv
[2225dc4796b29660]
|
849,536 |
070B249B |
|
127-data_normalization.mkv
[472358b9d42df9c0]
|
36,493,309 |
486DC97C |
|
128-introduction_to_join.mkv
[66eed61067db0a23]
|
25,757,290 |
1ED978C6 |
|
129-inner_join_i.mkv
[fbba480c96f0e8a0]
|
29,829,508 |
D12B7959 |
|
12-numbers_in_python.mkv
[b9435796a30bc951]
|
8,233,558 |
C5FE6C23 |
|
130-inner_join_ii.mkv
[4ecf35b965ebfcc7]
|
69,055,586 |
0ED31133 |
|
131-left_join.mkv
[3f5d5c2f7da4c6df]
|
63,977,029 |
8EDF4ECD |
|
132-right_join.mkv
[952d4f576af7ea58]
|
15,430,293 |
7B76256B |
|
133-outer_join.mkv
[f865c27a6f0f62d]
|
19,110,474 |
9E7E4FD9 |
|
134-merge_more_than_2_dataframes.mkv
[c4611ff99ce76c58]
|
72,381,662 |
CB1F2F35 |
|
135-many_to_many_data_relationship.mkv
[e9bce87fc2eeb203]
|
86,193,353 |
0D160BC6 |
|
136-left_on_(_)_and_right_on_(_).mkv
[ddb61d047f76b049]
|
43,172,838 |
6ECF9876 |
|
137-combine_dataframes-pd.concat_(_).mkv
[12819e6f8a885f22]
|
52,206,468 |
B74D9323 |
|
138-section_19_date_and_time.mkv
[72083afcdfd20acd]
|
610,487 |
8C9A2E51 |
|
139-working_with_date_and_time.mkv
[7abb0dd5bf77b839]
|
33,242,039 |
A900BBC2 |
|
13-string_data_type.mkv
[bf034aab3d6a2bab]
|
23,206,708 |
98CD6E57 |
|
140-pandas_timestamp_object.mkv
[6da192e1c5dc2d79]
|
27,498,176 |
5BD2C69C |
|
141-to_datetime_(_).mkv
[8ffea95cef7d3959]
|
41,831,693 |
98F860A0 |
|
142-pd.date_range_(_)_i.mkv
[7523af257a42b24e]
|
46,680,813 |
670698AE |
|
143-pd.date_range_(_)_ii.mkv
[aa0c8f83f85ed13c]
|
22,333,222 |
3B0C6056 |
|
144-dt.accessor.mkv
[20eebd71ddc86a72]
|
93,699,592 |
615438E3 |
|
145-format_datetime_objects-dt.strftime_(_)_i.mkv
[1b9d8c12abe154da]
|
53,553,478 |
CCACEE8C |
|
146-dt.strftime_(_)_ii.mkv
[898e2f09042a0554]
|
37,725,543 |
2191049F |
|
147-section_20_import_and_export_dataset.mkv
[abe7d27149d9c75a]
|
1,044,396 |
EEE2389D |
|
148-import_dataset_from_url.mkv
[6528a2b43221bdc9]
|
51,835,360 |
900D2CF4 |
|
149-export_dataset_as_files.mkv
[6285b198e2c1d40f]
|
64,581,514 |
7F2514BE |
|
14-section_4_using_strings_in_python.mkv
[83a5acfc3eea4295]
|
688,728 |
C2F92125 |
|
150-section_21_conclusion.mkv
[2fd88d0b2e63416]
|
1,045,606 |
C4B0C63F |
|
151-next_steps.mkv
[478fba0df99f4e6a]
|
29,289,736 |
2D295C87 |
|
15-string_methods.mkv
[4299e4ab6e02739a]
|
83,786,177 |
D9120A12 |
|
16-string_operators.mkv
[a3f1346cb880bda2]
|
26,749,136 |
771FB5C0 |
|
17-section_5_slicing_format_function_and_casting.mkv
[46215c61cbdcb1a6]
|
1,884,108 |
C7089487 |
|
18-slice.mkv
[f4b42c5007c53fc0]
|
37,695,262 |
DAE86DB2 |
|
19-format_function.mkv
[387a47fd9106e4e8]
|
29,913,895 |
534A9B46 |
|
20-casting.mkv
[39555af966f904bb]
|
21,172,338 |
51C07A10 |
|
21-bill_payment_system-project.mkv
[455c1d406e33d678]
|
50,683,798 |
DD035715 |
|
22-section_6_list_data_structure.mkv
[9b123eb23807e66f]
|
503,671 |
2174FD59 |
|
23-list-data_structure.mkv
[338e7b220b08fcc]
|
63,697,910 |
239D7BA8 |
|
24-list_methods.mkv
[a85265820c9faf82]
|
67,327,188 |
AECF9545 |
|
25-section_7__control_flow.mkv
[ca4dec91b89486a0]
|
1,163,200 |
07C34333 |
|
26-if_statement.mkv
[4a0826b30d652031]
|
27,768,801 |
DC75DC31 |
|
27-guessing_game_project-part_1.mkv
[a3cb42e9cade09ac]
|
60,288,090 |
803EE01A |
|
28-while_loops.mkv
[eac11da166c4901]
|
41,828,942 |
641BCC59 |
|
29-guessing_game-part_2.mkv
[ea80529dfacbf8a]
|
50,999,685 |
9E888ADB |
|
30-for_loops.mkv
[a374cde13b6da34]
|
37,939,277 |
06035EEC |
|
31-break_and_continue_statement.mkv
[315cc25b135cb5f6]
|
49,459,010 |
E68D789A |
|
32-section_8_tuple_data_structure.mkv
[677973cb5d1311fc]
|
290,409 |
6DFD4FD3 |
|
33-tuples-data_structure.mkv
[55a83d67b8fed2e]
|
52,997,697 |
A8D19F31 |
|
34-section_9_dictionary_data_structure.mkv
[9bb8b50f7a877ce1]
|
1,035,930 |
D361E826 |
|
35-dictionary.mkv
[e054b21214faa624]
|
50,607,193 |
4A5FB8B5 |
|
36-dictionary_methods.mkv
[dbe51f306fbd673b]
|
51,311,454 |
1C0F4697 |
|
37-create_list_inside_a_dictionary.mkv
[4408e8f60a8409d]
|
44,250,451 |
3E6ED21A |
|
38-concert_ticket_project.mkv
[1cb41d26d83a41b5]
|
114,448,789 |
DA01F07C |
|
39-section_10_functions.mkv
[9b491c272f877e01]
|
782,615 |
EAFF8C1E |
|
40-python_built-in_functions.mkv
[894ddcb93fc9c5cf]
|
37,380,366 |
199B556C |
|
41-user_defined_functions.mkv
[a0b0cc32c8baa822]
|
71,345,828 |
38FB0E96 |
|
42-variable_scope.mkv
[59676448532b2c04]
|
48,269,064 |
7FAAB351 |
|
43-unpack_data-args.mkv
[98676f3f934f8c97]
|
74,332,070 |
2B6A5ECA |
|
44-unpack_dictionaries-kwargs.mkv
[b6fc07ad7a69f866]
|
21,495,648 |
FFA4AD86 |
|
45-section_11_series.mkv
[62134ebe499e7785]
|
754,307 |
BC37A4A3 |
|
46-introduction_to_series.mkv
[c0db9099fec0e8b0]
|
8,587,609 |
86E88C86 |
|
47-create_series_from_list.mkv
[af5934cb0df0600d]
|
29,066,887 |
D393CEA1 |
|
48-create_series_from_tuple.mkv
[bf6027d9a6199f4d]
|
7,844,125 |
0B7313B7 |
|
49-create_series_from_dictionary.mkv
[a09dd592689939d6]
|
35,462,409 |
BAED8A00 |
|
50-create_series_from_csv_dataset.mkv
[5ce7ee2da9f69df9]
|
58,646,605 |
3691F5A9 |
|
51-head_and_tail_method.mkv
[3d9c7eb407df2876]
|
14,233,446 |
FA918A2E |
|
52-count_and_describe_method.mkv
[d5bfb17234c9ce75]
|
25,833,267 |
1F963871 |
|
53-sort_values_(_).mkv
[d3ed4111f6589eac]
|
26,247,026 |
4F04C996 |
|
54-inplace_parameter.mkv
[a2844310ac2d8b06]
|
16,977,918 |
89952E9A |
|
55-sort_index_(_).mkv
[cbd9eac8255e626f]
|
25,079,510 |
3A99E456 |
|
56-retrieve_records_by_index_position.mkv
[861a3d56172aa618]
|
16,420,866 |
99CFFC48 |
|
57-retrieve_records_by_index_label.mkv
[a83b691f2bc09d8a]
|
45,645,796 |
B515FB79 |
|
58-retrieve_records-get_(_).mkv
[9af247c29ffd2830]
|
30,786,813 |
6414B5A6 |
|
59-use_attributes_on_series.mkv
[fce20a5a5d945a96]
|
28,833,248 |
CEB20F30 |
|
60-section_12_dataframe_i.mkv
[d99ef844d039dfd1]
|
806,314 |
F63E7831 |
|
61-introduction_to_dataframe.mkv
[aa28dcf1712cd878]
|
11,899,740 |
FF425471 |
|
62-create_dataframe_from_list.mkv
[30f56e8efc9498e7]
|
24,876,366 |
DEEA64E2 |
|
63-create_dataframe_from_dictionary_of_list.mkv
[cee37d44b633abd1]
|
10,581,985 |
C5F05A33 |
|
64-create_dataframe_from_imported_file.mkv
[65f96ca8940299ed]
|
66,038,733 |
037529B3 |
|
65-retrieve_single_column.mkv
[a4f07354d5699cff]
|
46,008,009 |
5D0EEABD |
|
66-retrieve_multiple_columns.mkv
[73694041e906fcdd]
|
27,752,216 |
05B83A5C |
|
67-add_new_column.mkv
[b9cfa20d7ea1eaf4]
|
66,069,480 |
C9670D79 |
|
68-delete_column(s).mkv
[631fc77748534e49]
|
36,924,431 |
DBFC0F63 |
|
69-find_sum_of_null_values.mkv
[7615540eec0e8bca]
|
21,859,923 |
54777B7C |
|
70-drop_rows_with_missing_values.mkv
[7c7d58b9c94443b9]
|
99,328,312 |
96A19D21 |
|
71-replace_missing_values-fillna_(_).mkv
[5105e3fd8fa05284]
|
36,474,746 |
F6A8C806 |
|
72-broadcasting_operation.mkv
[7635ad36995f4d3c]
|
58,611,147 |
5BA4BA83 |
|
73-count_unique_occurrences-value_count_(_)_.mkv
[2ae7314a2c94f569]
|
25,188,041 |
2FC29596 |
|
74-sort_values-sort_values_(_).mkv
[5a81cf5c1531a551]
|
77,875,095 |
ABB13CFA |
|
75-sort_dataframe_by_index-sort_index_(_).mkv
[f71192d5f7c088c]
|
16,683,555 |
2AE05F84 |
|
76-remove_and_replace_missing_values.mkv
[324c9dca51653aa5]
|
63,123,613 |
E5B64345 |
|
77-change_data_type-astype_(_).mkv
[17fcea88da1c489]
|
50,651,696 |
820C9494 |
|
78-section_13_dataframe_ii.mkv
[734ed4429226da6]
|
261,701 |
F39C82FB |
|
79-optimizing_dataset.mkv
[cd1c2fb9bdd720f0]
|
105,954,741 |
132301C6 |
|
80-refine_dataset_by_a_condition.mkv
[649decfbc336d34]
|
92,669,282 |
478AEBBF |
|
81-refine_dataset_by_multiple_conditions-and_condition.mkv
[2ea3dd5c392e5a3a]
|
65,652,745 |
5E5E7A1D |
|
82-select_specific_columns_after_condition.mkv
[a0badcb37fac99c4]
|
37,997,641 |
F6017636 |
|
83-refine_dataframe_using_multiple_conditions-or_condition.mkv
[935d8f73ccd66d57]
|
48,977,496 |
50AB85EF |
|
84-retrieve_rows_having_specific_values-isin_(_).mkv
[9b3d4ef8f888a825]
|
38,604,784 |
978898BA |
|
85-return_null_and_not_null_values-isnull_(_)_and_notnull_(_).mkv
[b24a71f0b99ad511]
|
24,032,873 |
9FCDC0AF |
|
86-return_values_within_range-between_(_).mkv
[104a020c05d86727]
|
27,996,670 |
F8641051 |
|
87-retrieve_duplicate_records-duplicated_(_).mkv
[7556a9518aa253c]
|
78,323,317 |
0E6AF808 |
|
88-delete_duplicate_records-drop_duplicates_(_).mkv
[ac6fa3a06a9bee19]
|
35,643,479 |
EC9F27D5 |
|
89-unique_(_)_and_nunique_(_).mkv
[92ce1403634524ef]
|
27,460,495 |
697BE084 |
|
90-section_14_dataframe_iii.mkv
[8d2276b20ca1cc00]
|
173,323 |
1B17295A |
|
91-optimize_dataset.mkv
[9fd18d2b3210c457]
|
37,882,896 |
7A25049F |
|
92-set_index_(_)_and_reset_index_(_).mkv
[97e2dab0e5bb2059]
|
51,275,388 |
3DC39C2C |
|
93-retrieve_rows_by_index_label_.loc___accessor.mkv
[518e4c47f818d90]
|
65,311,057 |
D8075325 |
|
94-retrieve_rows_by_index_position_.iloc___accessor.mkv
[b140321e1024cfa3]
|
42,061,251 |
0155315F |
|
95-return_specific_index_label_values.mkv
[790b53bf1fbe8480]
|
34,374,783 |
311925CC |
|
96-change_values_in_a_cell.mkv
[46ada66701458f2f]
|
23,980,716 |
ED482A2E |
|
97-change_values_of_unique_groups.mkv
[8bf3fdac2cb14403]
|
37,249,126 |
420351D8 |
|
98-change_label_or_column_name-rename_(_).mkv
[d74e9f163aa3c54c]
|
38,199,901 |
451C2670 |
|
99-delete_rows_or_columns-drop_(_).mkv
[47c0d9c54575dc1a]
|
26,813,557 |
4E3300F0 |
|
Python Files.zip.zip |
171,281 |
4C1D1563 |
|
| Total size: |
5,379,668,389 |
|
|
