Archived
files |
01.01-why_big_data.mkv
[b4f8c3a7b83ee3e8]
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36,938,655 |
34600AF6 |
01.02-applications_of_pyspark.mkv
[7db6f951557009e9]
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36,905,805 |
17D35516 |
01.03-introduction_to_instructor.mkv
[74b248fad5a6bd99]
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7,814,413 |
5253C5A2 |
01.04-introduction_to_course.mkv
[99c23a1e6f1b7ae]
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19,053,238 |
1C55063E |
01.05-projects_overview.mkv
[cb6ae8f17317d7df]
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39,055,885 |
5027C497 |
02.01-why_spark.mkv
[521d0df5610140eb]
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39,420,275 |
22449685 |
02.02-hadoop_ecosystem.mkv
[67fe99a3dbf145c6]
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46,923,083 |
BE8F4C37 |
02.03-spark_architecture_and_ecosystem.mkv
[aba1ab3b40ff3693]
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103,680,567 |
92739BDC |
02.04-databricks_sign_up.mkv
[54ac2bec1907f8e1]
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41,537,265 |
2299FF41 |
02.05-create_databricks_notebook.mkv
[2a2614e0ea2335d]
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56,407,812 |
1CD4D039 |
02.06-download_spark_and_dependencies.mkv
[2573d1e5510420fb]
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39,815,160 |
808A35E5 |
02.07-java_setup.mkv
[790d3d724342bede]
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56,933,406 |
1BBCD7CE |
02.08-python_setup.mkv
[e364cb5b817a2904]
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16,730,360 |
0F433A24 |
02.09-spark_setup.mkv
[dd55776dc2f6c3e1]
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39,725,824 |
AD08FEDE |
02.10-hadoop_setup.mkv
[24a08412b13e266e]
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29,332,207 |
AAEDBFEB |
02.11-running_spark.mkv
[afd78069a7197cbe]
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39,541,729 |
BC539CA2 |
03.01-spark_rdds.mkv
[7705181d94dc0bb1]
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85,984,948 |
26339F0C |
03.02-creating_spark_rdd.mkv
[89163b109d597ff7]
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97,344,287 |
ACC808F8 |
03.03-running_spark_code_locally.mkv
[68e336d1f7a889f1]
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188,337,918 |
5F56E206 |
03.04-rdd_map_(lambda).mkv
[afce102b46d3ae05]
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107,295,255 |
E51B27A3 |
03.05-rdd_map_(simple_function).mkv
[3bc9788bdb38206d]
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97,612,400 |
E2677CA6 |
03.06-quiz_(map).mkv
[a3b62c78c2fb176f]
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14,678,460 |
A23C4451 |
03.07-solution_1_(map).mkv
[ef0f7620f19ec070]
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65,877,598 |
18AB91C5 |
03.08-solution_2_(map).mkv
[3f53881fedad5f5f]
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39,277,713 |
90762009 |
03.09-rdd_flatmap.mkv
[1904b4d07ff7e261]
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93,692,211 |
6C5A7E75 |
03.10-rdd_filter.mkv
[b06e825791498d84]
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87,351,745 |
2D1C43DD |
03.11-quiz_(filter).mkv
[2159fd2f1c1cabd5]
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18,089,659 |
84E5B151 |
03.12-solution_(filter).mkv
[964fb42b20e0abe5]
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159,262,727 |
5E1613A3 |
03.13-rdd_distinct.mkv
[dc8f30fd05fe116d]
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64,815,994 |
2B242208 |
03.14-rdd_groupbykey.mkv
[f79104b4cdef40ec]
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169,407,629 |
B2AC256C |
03.15-rdd_reducebykey.mkv
[87c75838f3f99112]
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122,999,987 |
58D3820B |
03.16-quiz_(word_count).mkv
[9dd9ebddba67e4c8]
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12,924,468 |
5F9BDDEB |
03.17-solution_(word_count).mkv
[823dff525c126323]
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157,544,977 |
6DF7C130 |
03.18-rdd_(count_and_countbyvalue).mkv
[71d4c1efb77b6e74]
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66,900,300 |
35FEBD7B |
03.19-rdd_(saveastextfile).mkv
[543ac680a49e039b]
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162,627,252 |
4C493B45 |
03.20-rdd_(partition).mkv
[f66d8fa214e4caa]
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185,705,108 |
F0027D9A |
03.21-finding_average-1.mkv
[39b78744e163d90a]
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152,685,224 |
4B9297C7 |
03.22-finding_average-2.mkv
[bb87e04f643bafe9]
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77,343,611 |
43454B37 |
03.23-quiz_(average).mkv
[a1bd0fa665449af7]
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14,390,715 |
CB9AA727 |
03.24-solution_(average).mkv
[181b27ee781315b3]
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107,007,228 |
0126E853 |
03.25-finding_min_and_max.mkv
[9978aa18a811d563]
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99,896,152 |
2B45B16F |
03.26-quiz_(min_and_max).mkv
[ec86d23344d842ed]
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10,393,536 |
59C5BDB5 |
03.27-solution_(min_and_max).mkv
[12490e9b30b953c1]
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59,471,845 |
B8E9EC5B |
03.28-project_overview.mkv
[830916519539c589]
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39,503,706 |
29C57206 |
03.29-total_students.mkv
[f057b225a0ba46f1]
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49,134,289 |
616EA8D8 |
03.30-total_marks_by_male_and_female_student.mkv
[9ea2f8776a38d931]
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85,382,192 |
D8B92599 |
03.31-total_passed_and_failed_students.mkv
[340ea33b05128073]
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60,117,710 |
439301F0 |
03.32-total_enrollments_per_course.mkv
[6962e63266ad1f5d]
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63,744,169 |
57B57CBB |
03.33-total_marks_per_course.mkv
[12c2b8d7d06ded5f]
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36,344,463 |
F3488AD8 |
03.34-average_marks_per_course.mkv
[65444a470d181621]
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134,953,793 |
54F26352 |
03.35-finding_minimum_and_maximum_marks.mkv
[fea1690e77cc926b]
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44,217,522 |
22915536 |
03.36-average_age_of_male_and_female_students.mkv
[b5fb28393c9daef5]
|
70,017,782 |
C95B2E4A |
04.01-introduction_to_spark_dfs.mkv
[5c51e8a829007dac]
|
91,114,619 |
00C7C444 |
04.02-creating_spark_dfs.mkv
[10bfef4602863ea4]
|
101,303,973 |
8D870BE1 |
04.03-spark_infer_schema.mkv
[f9c8586a3077378b]
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92,960,958 |
4D5A18B7 |
04.04-spark_provide_schema.mkv
[9b5bbcd4bf255e9f]
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106,468,556 |
50AADB5D |
04.05-create_df_from_rdd.mkv
[2313c5df6217437]
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109,146,072 |
CEC8C9D3 |
04.06-rectifying_the_error.mkv
[4aebd96294e1dc5b]
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72,196,510 |
52258F9C |
04.07-select_df_columns.mkv
[887d99153ce37b11]
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154,121,102 |
1D496ED0 |
04.08-spark_df_with_column.mkv
[86a38cc53ed3d02d]
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280,442,511 |
273B82CF |
04.09-spark_df_with_column_renamed_and_alias.mkv
[41800b9ec293698f]
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89,948,017 |
EE876D7C |
04.10-spark_df_filter_rows.mkv
[2ab882d24f0a68d3]
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213,715,032 |
22B0F9AA |
04.11-quiz_(select_withcolumn_filter).mkv
[911a8cde276e1683]
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22,749,464 |
133EC1D5 |
04.12-solution_(select_withcolumn_filter).mkv
[1c1daabe67ff23bc]
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151,045,771 |
2FE12ED1 |
04.13-spark_df_(count_distinct_duplicate).mkv
[b3b29f8e683e8161]
|
129,024,919 |
682EE560 |
04.14-quiz_(distinct_duplicate).mkv
[295d4529fa75f106]
|
11,807,257 |
0DE237C9 |
04.15-solution_(distinct_duplicate).mkv
[af0f85d9a8907e71]
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60,714,396 |
FEA37E3A |
04.16-spark_df_(sort_orderby).mkv
[b1e9434959c99690]
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86,359,935 |
8510CA92 |
04.17-quiz_(sort_orderby).mkv
[93af323c9c5b2d59]
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23,683,001 |
D3A856B4 |
04.18-solution_(sort_orderby).mkv
[9e2d6e0eb5c58ee1]
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105,112,637 |
87B3DABC |
04.19-spark_df_(group_by).mkv
[1e447737f7b7b461]
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124,299,315 |
1F56361A |
04.20-spark_df_(group_by-multiple_columns_and_aggregations).mkv
[3b54ab3b72a1ff07]
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116,518,040 |
08BF821F |
04.21-spark_df_(group_by-visualization).mkv
[6531c0a06cabcfe3]
|
154,764,274 |
0161A94A |
04.22-spark_df_(group_by-filtering).mkv
[ac07551930c37623]
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122,750,057 |
5C10C59F |
04.23-quiz_(group_by).mkv
[5f3e388cfebfc96c]
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11,998,755 |
C62F74C8 |
04.24-solution_(group_by).mkv
[a20b6272d35fecee]
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88,817,243 |
D6525C71 |
04.25-quiz_(word_count).mkv
[ff514e55d47607aa]
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11,180,090 |
D1294179 |
04.26-solution_(word_count).mkv
[303030d995df9cfb]
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51,692,922 |
5C18D235 |
04.27-spark_df_(udfs).mkv
[7b03c7bfeaf433fd]
|
91,244,622 |
503F675E |
04.28-quiz_(udfs).mkv
[41ef1f8a167fd033]
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18,344,565 |
DB190207 |
04.29-solution_(udfs).mkv
[256adfc71336c774]
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91,962,729 |
667BC7F5 |
04.30-solution_(cache_and_persist).mkv
[179f4ac4af273228]
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97,990,012 |
84E394AE |
04.31-spark_df_(df_to_rdd).mkv
[b28c01305ebb069c]
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122,161,208 |
4B2631CD |
04.32-spark_df_(spark_sql).mkv
[6175653ed540257d]
|
73,469,231 |
615FAECD |
04.33-spark_df_(write_df).mkv
[8e445043602a98e9]
|
121,184,092 |
E50145E4 |
04.34-project_overview.mkv
[e95b696249e8db53]
|
41,897,794 |
A80D7C90 |
04.35-project_(count_and_select).mkv
[7c2bda62ae8fd938]
|
50,159,350 |
B5A12BC8 |
04.36-project_(group_by).mkv
[f52c8ba98ccae453]
|
48,846,510 |
E7A6D57C |
04.37-project_(group_by_aggregations_and_order_by).mkv
[bc044a9d947d9d02]
|
57,161,657 |
C1C3F2E7 |
04.38-project_(filtering).mkv
[bcad69e52409cbc0]
|
112,405,240 |
E4E59D2C |
04.39-project_(udf_and_withcolumn).mkv
[3b402af130e9abac]
|
88,833,853 |
96A77A60 |
04.40-project_(write).mkv
[79712228e670794]
|
42,622,177 |
7D3FB70B |
05.01-collaborative_filtering.mkv
[6a5bcf99d5050acc]
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14,080,107 |
9868EA8D |
05.02-utility_matrix.mkv
[8bb4beff84d86ecf]
|
44,372,782 |
108C1D89 |
05.03-explicit_and_implicit_ratings.mkv
[26005948908ce1ba]
|
24,545,066 |
D90FA0E7 |
05.04-expected_results.mkv
[a8483aac0415cdfd]
|
32,584,348 |
13B6D992 |
05.05-dataset.mkv
[91f0b5a2b4606b4b]
|
72,877,535 |
D079C615 |
05.06-joining_dataframes.mkv
[264a925b2468e6fb]
|
76,480,348 |
9227FD5F |
05.07-train_and_test_data.mkv
[a3b44bcf12f2501e]
|
75,471,329 |
02E3F8F4 |
05.08-als_model.mkv
[50433d65e7613fa0]
|
77,041,503 |
192F4A73 |
05.09-hyperparameter_tuning_and_cross_validation.mkv
[a270b8ca6d194bca]
|
85,602,370 |
A026F04A |
05.10-best_model_and_evaluate_predictions.mkv
[967decae67005bde]
|
47,086,202 |
A4ABF0AF |
05.11-recommendations.mkv
[231224cbf4677dcc]
|
138,880,359 |
137F48CD |
06.01-introduction_to_spark_streaming.mkv
[47ce07ae554ef9dd]
|
45,703,201 |
553C1BBD |
06.02-spark_streaming_with_rdd.mkv
[6aa9534ecb41f2c7]
|
32,251,831 |
AE7AAFD9 |
06.03-spark_streaming_context.mkv
[b02a2fde04647f0e]
|
48,284,946 |
87231752 |
06.04-spark_streaming_reading_data.mkv
[4e2571873af9fb5]
|
62,394,443 |
2141CDA8 |
06.05-spark_streaming_cluster_restart.mkv
[55226a65d0518bce]
|
45,825,247 |
C86C492A |
06.06-spark_streaming_rdd_transformations.mkv
[9fc47d69ad666d4d]
|
89,086,964 |
661B7EC2 |
06.07-spark_streaming_df.mkv
[bd1c81c5a381fdf9]
|
76,685,896 |
F6BA927A |
06.08-spark_streaming_display.mkv
[ef81406f55f09e1d]
|
53,706,187 |
46B1E0FA |
06.09-spark_streaming_df_aggregations.mkv
[b4213b2a5690898b]
|
60,502,923 |
0B5B172D |
07.01-introduction_to_etl.mkv
[e9c9e752d1a714df]
|
73,624,077 |
D94B2A29 |
07.02-etl_pipeline_flow.mkv
[78d24c8ae7e246f3]
|
31,126,497 |
B8C7705C |
07.03-data_set.mkv
[e70af788452870bb]
|
28,572,758 |
D75EE9E8 |
07.04-extracting_data.mkv
[592e4c458933993]
|
38,344,567 |
B234202F |
07.05-transforming_data.mkv
[120c5a3e1b5e7371]
|
151,476,871 |
9A06EE33 |
07.06-loading_data_(creating_rds-i).mkv
[ef9eaaa3a2e671c2]
|
110,211,137 |
22116A8D |
07.07-load_data_(creating_rds-ii).mkv
[fd0a727e50e93151]
|
42,449,383 |
8ADFA163 |
07.08-rds_networking.mkv
[5a71c36e5e2062c4]
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71,586,316 |
B32F4CEF |
07.09-downloading_postgres.mkv
[dfa276382185b3f7]
|
14,248,324 |
A710736C |
07.10-installing_postgres.mkv
[6224848e10708072]
|
20,931,172 |
27EBB413 |
07.11-connect_to_rds_through_pgadmin.mkv
[a19dc230cb439aa3]
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29,889,079 |
1B3D92C3 |
07.12-loading_data.mkv
[4358922f731dee0c]
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165,423,632 |
DCA6763C |
08.01-introduction_to_project.mkv
[9d9f853b54df389d]
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27,188,340 |
B954F0DE |
08.02-project_architecture.mkv
[fa07f11659decc1d]
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142,852,319 |
8416CA7D |
08.03-creating_rds_mysql_instance.mkv
[57ee93bef9479144]
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113,064,848 |
D2781542 |
08.04-creating_s3_bucket.mkv
[d885c2cfcf0704f8]
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51,489,890 |
7369693C |
08.05-creating_dms_source_endpoint.mkv
[5ccef5135c19c7c4]
|
68,992,278 |
FD23400E |
08.06-creating_dms_destination_endpoint.mkv
[a11934da5bdb73c9]
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68,603,921 |
31682BFB |
08.07-creating_dms_instance.mkv
[f2598018036a01ba]
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32,091,530 |
47817074 |
08.08-mysql_workbench.mkv
[dc0fccb278ad1648]
|
16,691,749 |
21763C00 |
08.09-connecting_with_rds_and_dumping_data.mkv
[ce851f9a900cacba]
|
101,924,915 |
08F9DECA |
08.10-querying_rds.mkv
[626c83ae15fcc604]
|
27,088,828 |
FB2E4CD0 |
08.11-dms_full_load.mkv
[df13e993ab4a043d]
|
109,417,181 |
8524B2BA |
08.12-dms_replication_ongoing.mkv
[1f25da39af345bde]
|
78,564,606 |
3618B9CE |
08.13-stopping_instances.mkv
[7162d844d094e83c]
|
22,627,648 |
6AA02051 |
08.14-glue_job_(full_load).mkv
[8f7b4d4047e0d57e]
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81,543,614 |
9644E419 |
08.15-glue_job_(change_capture).mkv
[2431e24edbeb25b1]
|
46,295,589 |
DDF0DD0D |
08.16-glue_job_(cdc).mkv
[617ece2f482c9b5a]
|
192,786,362 |
667F0F54 |
08.17-creating_lambda_function_and_adding_trigger.mkv
[3513aea2f653d545]
|
80,699,843 |
791CC0A3 |
08.18-checking_trigger.mkv
[88b515309f66801c]
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64,098,171 |
61C09114 |
08.19-getting_s3_file_name_in_lambda.mkv
[83601a407500d4dd]
|
63,275,265 |
F38099BD |
08.20-creating_glue_job.mkv
[56880c0c304cf193]
|
61,826,023 |
12C6400E |
08.21-adding_invoke_for_glue_job.mkv
[b85b082d314c7705]
|
56,286,834 |
3887F8C2 |
08.22-testing_invoke.mkv
[30eddb7be7207463]
|
65,141,559 |
5F25702F |
08.23-writing_glue_shell_job.mkv
[e1cf70e6d4f1b42d]
|
95,553,033 |
CCEEE866 |
08.24-full_load_pipeline.mkv
[a14717da2b91b66b]
|
88,009,184 |
E40BF96E |
08.25-change_data_capture_pipeline.mkv
[5585afe60c95bfd8]
|
104,936,911 |
8C5860A8 |
9781803236698_Code.zip |
4,308,659 |
79849BE9 |
|
Total size: |
11,241,075,223 |
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