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1.-The-Data-Engineering-Bootcamp-Zero-to-Mastery.mp4
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MP4
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15.6 MB
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10.-Apache-Spark-1277K.mp4
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MP4
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14.5 MB
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100.-Natural-Language-Processing-_NLP_-before-LLMs-1285K.mp4
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MP4
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22.4 MB
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101.-Transformers-1207K.mp4
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MP4
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24 MB
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102.-Types-of-LLMs-1225K.mp4
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MP4
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26.9 MB
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103.-Hugging-Face-1323K.mp4
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MP4
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9.2 MB
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104.-Databricks-Set-Up-560K.mp4
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MP4
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33 MB
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105.-Using-an-LLM-426K.mp4
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MP4
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20.4 MB
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106.-Structured-Output-1260K.mp4
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MP4
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13.3 MB
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107.-Producing-JSON-Output-583K.mp4
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MP4
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20.8 MB
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108.-LLMs-With-Apache-Spark-459K.mp4
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MP4
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15.6 MB
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109.-Summary-1357K.mp4
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MP4
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12.8 MB
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11.-How-Spark-Works-1190K.mp4
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MP4
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15.9 MB
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110.-Introduction-1237K.mp4
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MP4
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22.1 MB
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111.-What-Is-Apache-Kafka_-1240K.mp4
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MP4
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25.2 MB
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112.-Partitioning-Data-1279K.mp4
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MP4
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33.6 MB
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113.-Kafka-API-1355K.mp4
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MP4
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30 MB
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114.-Kafka-Architecture-1287K.mp4
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MP4
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12.9 MB
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115.-Set-Up-Kafka-349K.mp4
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MP4
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13 MB
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116.-Writing-to-Kafka-423K.mp4
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MP4
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17.9 MB
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117.-Reading-from-Kafka-508K.mp4
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MP4
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21.3 MB
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118.-Data-Durability-1316K.mp4
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MP4
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25.6 MB
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119.-Kafka-vs-Queues-1314K.mp4
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MP4
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9.1 MB
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12.-Spark-Application-1334K.mp4
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MP4
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30.3 MB
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120.-_Exercise_-Processing-Records-725K.mp4
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MP4
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12.9 MB
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121.-_Exercise_-Processing-Records-Solution-1155K.mp4
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MP4
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31.5 MB
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122.-Delivery-Semantics-1324K.mp4
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MP4
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23 MB
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123.-Kafka-Transactions-1368K.mp4
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MP4
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18.1 MB
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124.-Log-Compaction-1265K.mp4
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MP4
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13.2 MB
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125.-Kafka-Connect-1303K.mp4
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MP4
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27 MB
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126.-Using-Kafka-Connect-457K.mp4
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MP4
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31.5 MB
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127.-Outbox-Pattern-1279K.mp4
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MP4
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16.5 MB
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128.-Schema-Registry-1289K.mp4
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MP4
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29.3 MB
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129.-Using-Schema-Registry-617K.mp4
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MP4
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30.2 MB
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13.-DataFrames-1282K.mp4
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MP4
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24.4 MB
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130.-Tiered-Storage-1266K.mp4
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MP4
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13.2 MB
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131.-_Exercise_-Track-Order-Status-Changes-785K.mp4
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MP4
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15.3 MB
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132.-_Exercise_-Track-Order-Status-Changes-Solution-433K.mp4
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MP4
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17.5 MB
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133.-Summary-1311K.mp4
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MP4
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19.9 MB
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134.-Introduction-1240K.mp4
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MP4
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19.9 MB
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135.-What-Is-Apache-Flink_-1170K.mp4
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MP4
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18.6 MB
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136.-Kafka-Application-1332K.mp4
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MP4
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31.1 MB
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137.-Multiple-Streams-1317K.mp4
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MP4
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12 MB
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138.-Installing-Apache-Flink-403K.mp4
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MP4
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16.4 MB
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139.-Processing-Individual-Records-420K.mp4
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MP4
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19.2 MB
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14.-Installing-Spark-533K.mp4
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MP4
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26.9 MB
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140.-_Exercise_-Stream-Processing-647K.mp4
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MP4
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12.9 MB
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141.-_Exercise_-Stream-Processing-Solution-680K.mp4
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MP4
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13 MB
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142.-Time-Windows-1279K.mp4
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MP4
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26 MB
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143.-Keyed-Windows-1294K.mp4
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MP4
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10.6 MB
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144.-Using-Time-Windows-435K.mp4
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MP4
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13.2 MB
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145.-Watermarks-1274K.mp4
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MP4
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36.5 MB
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146.-Advanced-Window-Operations-628K.mp4
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MP4
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23.9 MB
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147.-Stateful-Stream-Processing-1299K.mp4
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MP4
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29.2 MB
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148.-Using-Local-State-631K.mp4
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MP4
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13.4 MB
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149.-_Exercise_-Anomalies-Detection-918K.mp4
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MP4
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16.1 MB
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15.-Inside-Airbnb-Data-982K.mp4
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MP4
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32.5 MB
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150.-_Exercise_-Anomalies-Detection-Solution-508K.mp4
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MP4
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10.2 MB
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151.-Joining-Streams-1319K.mp4
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MP4
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22.8 MB
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152.-Summary-1273K.mp4
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MP4
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13.5 MB
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153.-Thank-You_-1047K.mp4
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MP4
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4.4 MB
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16.-Writing-Your-First-Spark-Job-522K.mp4
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MP4
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20.1 MB
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17.-Lazy-Processing-1276K.mp4
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MP4
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10 MB
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18.-_Exercise_-Basic-Functions-706K.mp4
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MP4
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6.4 MB
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19.-_Exercise_-Basic-Functions-Solution-464K.mp4
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MP4
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21.5 MB
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2.-Introduction-to-Data-Engineering.mp4
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MP4
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16.7 MB
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20.-Aggregating-Data-1349K.mp4
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MP4
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15.9 MB
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21.-Joining-Data-1264K.mp4
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MP4
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17.6 MB
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22.-Aggregations-and-Joins-with-Spark-478K.mp4
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MP4
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16.8 MB
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23.-Complex-Data-Types-1356K.mp4
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MP4
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20.6 MB
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24.-_Exercise_-Aggregate-Functions-654K.mp4
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MP4
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3.5 MB
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25.-_Exercise_-Aggregate-Functions-Solution-434K.mp4
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MP4
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17.2 MB
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26.-User-Defined-Functions-1328K.mp4
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MP4
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13.2 MB
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27.-Data-Shuffle-1156K.mp4
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MP4
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22 MB
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28.-Data-Accumulators-1302K.mp4
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MP4
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14.2 MB
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29.-Optimizing-Spark-Jobs-1191K.mp4
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MP4
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26.5 MB
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3.-Who-Are-Data-Engineers.mp4
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MP4
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17.6 MB
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30.-Submitting-Spark-Jobs-1010K.mp4
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MP4
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32.7 MB
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31.-Other-Spark-APIs-1246K.mp4
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MP4
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18.5 MB
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32.-Spark-SQL-1058K.mp4
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MP4
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16.2 MB
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33.-_Exercise_-Advanced-Spark-669K.mp4
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MP4
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8.4 MB
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34.-_Exercise_-Advanced-Spark-Solution-552K.mp4
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MP4
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17.6 MB
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35.-Summary-1277K.mp4
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MP4
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12.8 MB
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36.-Introduction-1253K.mp4
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MP4
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16.7 MB
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37.-What-Is-a-Data-Lake_-1224K.mp4
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MP4
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31 MB
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38.-Amazon-Web-Services-_AWS_-1144K.mp4
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MP4
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27.2 MB
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39.-Simple-Storage-Service-_S3_-1298K.mp4
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MP4
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21.1 MB
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4.-Prerequisites.mp4
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MP4
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13.3 MB
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40.-Setting-Up-an-AWS-Account-590K.mp4
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MP4
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27.7 MB
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41.-Data-Partitioning-1355K.mp4
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MP4
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13.4 MB
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42.-Using-S3-634K.mp4
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MP4
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24.9 MB
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43.-EMR-Serverless-1209K.mp4
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MP4
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10.3 MB
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44.-IAM-Roles-1198K.mp4
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MP4
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10.4 MB
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45.-Running-a-Spark-Job-512K.mp4
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MP4
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27.1 MB
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46.-Parquet-Data-Format-1254K.mp4
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MP4
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27.5 MB
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47.-Implementing-a-Data-Catalog-1232K.mp4
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MP4
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19.9 MB
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48.-Data-Catalog-Demo-461K.mp4
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MP4
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20.2 MB
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49.-Querying-a-Data-Lake-506K.mp4
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MP4
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11.6 MB
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5.-Source-Code-for-This-Bootcamp.mp4
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MP4
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3.8 MB
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50.-Summary-1282K.mp4
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MP4
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15.9 MB
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51.-Introduction-853K.mp4
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MP4
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24.3 MB
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52.-What-Is-Apache-Airflow_-882K.mp4
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MP4
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19.9 MB
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53.-Airflow’s-Architecture-1225K.mp4
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MP4
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12.2 MB
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54.-Installing-Airflow-520K.mp4
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MP4
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25.7 MB
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55.-Defining-an-Airflow-DAG-1339K.mp4
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MP4
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30.6 MB
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56.-Errors-Handling-1399K.mp4
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MP4
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16 MB
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57.-Idempotent-Tasks-1314K.mp4
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MP4
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20.1 MB
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58.-Creating-a-DAG-Part-1-628K.mp4
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MP4
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13 MB
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59.-Creating-a-DAG-Part-2-543K.mp4
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MP4
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16.7 MB
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6.-Plan-for-This-Bootcamp.mp4
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MP4
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16.6 MB
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60.-Handling-Failed-Tasks-724K.mp4
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MP4
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13.8 MB
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61.-_Exercise_-Data-Validation-818K.mp4
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MP4
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17.1 MB
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62.-_Exercise_-Data-Validation-Solution-689K.mp4
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MP4
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15.9 MB
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63.-Spark-with-Airflow-1291K.mp4
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MP4
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11.4 MB
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64.-Using-Spark-with-Airflow-Part-1-425K.mp4
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MP4
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16.8 MB
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65.-Using-Spark-with-Airflow-Part-2-750K.mp4
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MP4
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33.9 MB
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66.-Sensors-In-Airflow-1281K.mp4
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MP4
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18.3 MB
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67.-Using-File-Sensors-528K.mp4
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MP4
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12 MB
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68.-Data-Ingestion-1328K.mp4
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MP4
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23.3 MB
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69.-Reading-Data-From-Postgres-Part-1-553K.mp4
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MP4
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19.9 MB
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7.-_Optional_-What-Is-a-Virtualenv_-523K.mp4
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MP4
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17.3 MB
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70.-Reading-Data-from-Postgres-Part-2-685K.mp4
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MP4
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24.3 MB
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71.-_Exercise_-Average-Customer-Review-813K.mp4
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MP4
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14.8 MB
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72.-_Exercise_-Average-Customer-Review-Solution-569K.mp4
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MP4
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15.4 MB
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73.-Advanced-DAGs-1312K.mp4
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MP4
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17.2 MB
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74.-Summary-1337K.mp4
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MP4
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10.7 MB
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75.-Introduction-1245K.mp4
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MP4
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20.1 MB
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76.-What-Is-Machine-Learning-1300K.mp4
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MP4
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22.6 MB
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77.-Regression-Algorithms-1317K.mp4
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MP4
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21.7 MB
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78.-Building-a-Regression-Model-1290K.mp4
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MP4
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19.5 MB
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79.-Training-a-Model-553K.mp4
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MP4
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33.3 MB
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8.-_Optional_-What-Is-Docker_-708K.mp4
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MP4
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30.4 MB
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80.-Model-Evaluation-1284K.mp4
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MP4
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28 MB
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81.-Testing-a-Regression-Model-670K.mp4
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MP4
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14.6 MB
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82.-Model-Lifecycle-1170K.mp4
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MP4
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8.1 MB
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83.-Feature-Engineering-1257K.mp4
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MP4
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31.3 MB
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84.-Improving-a-Regression-Model-634K.mp4
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MP4
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27.3 MB
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85.-Machine-Learning-Pipelines-1288K.mp4
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MP4
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15.7 MB
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86.-Creating-a-Pipeline-664K.mp4
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MP4
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8.9 MB
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87.-_Exercise_-House-Price-Estimation-994K.mp4
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MP4
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7.6 MB
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88.-_Exercise_-House-Price-Estimation-Solution-615K.mp4
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MP4
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11.5 MB
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89.-_Exercise_-Imposter-Syndrome-931K.mp4
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MP4
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11.2 MB
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9.-Introduction-1272K.mp4
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MP4
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16.9 MB
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90.-Classification-1255K.mp4
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MP4
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27.7 MB
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91.-Classifiers-Evaluation-1280K.mp4
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MP4
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16.6 MB
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92.-Training-a-Classifier-592K.mp4
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MP4
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27 MB
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93.-Hyperparameters-1244K.mp4
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MP4
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28.6 MB
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94.-Optimizing-a-Model-451K.mp4
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MP4
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8.6 MB
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95.-_Exercise_-Loan-Approval-859K.mp4
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MP4
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9.6 MB
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96.-_Exercise_-Load-Approval-Solution-787K.mp4
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MP4
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11.6 MB
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97.-Deep-Learning-1297K.mp4
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MP4
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25.4 MB
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98.-Summary-1366K.mp4
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MP4
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15.3 MB
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99.-Introduction-1220K.mp4
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MP4
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19.4 MB
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Bonus Resources.txt
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TXT
|
102.4 B
|
|
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Get Bonus Downloads Here.url
|
URL
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204.8 B
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Installing Spark on Linux.txt
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TXT
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1.8 KB
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