ZerotoMastery - The Data Engineering Bootcamp - Zero to Mastery

Code:

• Get Bonus Downloads Here.url (0.2 KB)
• 1.-The-Data-Engineering-Bootcamp-Zero-to-Mastery.mp4 (15.6 MB)
• 10.-Apache-Spark-1277K.mp4 (14.5 MB)
• 100.-Natural-Language-Processing-_NLP_-before-LLMs-1285K.mp4 (22.4 MB)
• 101.-Transformers-1207K.mp4 (24.0 MB)
• 102.-Types-of-LLMs-1225K.mp4 (26.9 MB)
• 103.-Hugging-Face-1323K.mp4 (9.2 MB)
• 104.-Databricks-Set-Up-560K.mp4 (33.0 MB)
• 105.-Using-an-LLM-426K.mp4 (20.4 MB)
• 106.-Structured-Output-1260K.mp4 (13.3 MB)
• 107.-Producing-JSON-Output-583K.mp4 (20.8 MB)
• 108.-LLMs-With-Apache-Spark-459K.mp4 (15.6 MB)
• 109.-Summary-1357K.mp4 (12.8 MB)
• 11.-How-Spark-Works-1190K.mp4 (15.9 MB)
• 110.-Introduction-1237K.mp4 (22.1 MB)
• 111.-What-Is-Apache-Kafka_-1240K.mp4 (25.2 MB)
• 112.-Partitioning-Data-1279K.mp4 (33.6 MB)
• 113.-Kafka-API-1355K.mp4 (30.0 MB)
• 114.-Kafka-Architecture-1287K.mp4 (12.9 MB)
• 115.-Set-Up-Kafka-349K.mp4 (13.0 MB)
• 116.-Writing-to-Kafka-423K.mp4 (17.9 MB)
• 117.-Reading-from-Kafka-508K.mp4 (21.3 MB)
• 118.-Data-Durability-1316K.mp4 (25.6 MB)
• 119.-Kafka-vs-Queues-1314K.mp4 (9.1 MB)
• 12.-Spark-Application-1334K.mp4 (30.3 MB)
• 120.-_Exercise_-Processing-Records-725K.mp4 (12.9 MB)
• 121.-_Exercise_-Processing-Records-Solution-1155K.mp4 (31.5 MB)
• 122.-Delivery-Semantics-1324K.mp4 (23.0 MB)
• 123.-Kafka-Transactions-1368K.mp4 (18.1 MB)
• 124.-Log-Compaction-1265K.mp4 (13.2 MB)
• 125.-Kafka-Connect-1303K.mp4 (27.0 MB)
• 126.-Using-Kafka-Connect-457K.mp4 (31.5 MB)
• 127.-Outbox-Pattern-1279K.mp4 (16.5 MB)
• 128.-Schema-Registry-1289K.mp4 (29.3 MB)
• 129.-Using-Schema-Registry-617K.mp4 (30.2 MB)
• 13.-DataFrames-1282K.mp4 (24.4 MB)
• 130.-Tiered-Storage-1266K.mp4 (13.2 MB)
• 131.-_Exercise_-Track-Order-Status-Changes-785K.mp4 (15.3 MB)
• 132.-_Exercise_-Track-Order-Status-Changes-Solution-433K.mp4 (17.5 MB)
• 133.-Summary-1311K.mp4 (19.9 MB)
• 134.-Introduction-1240K.mp4 (19.9 MB)
• 135.-What-Is-Apache-Flink_-1170K.mp4 (18.6 MB)
• 136.-Kafka-Application-1332K.mp4 (31.1 MB)
• 137.-Multiple-Streams-1317K.mp4 (12.0 MB)
• 138.-Installing-Apache-Flink-403K.mp4 (16.4 MB)
• 139.-Processing-Individual-Records-420K.mp4 (19.2 MB)
• 14.-Installing-Spark-533K.mp4 (26.9 MB)
• 140.-_Exercise_-Stream-Processing-647K.mp4 (12.9 MB)
• 141.-_Exercise_-Stream-Processing-Solution-680K.mp4 (13.0 MB)
• 142.-Time-Windows-1279K.mp4 (26.0 MB)
• 143.-Keyed-Windows-1294K.mp4 (10.6 MB)
• 144.-Using-Time-Windows-435K.mp4 (13.2 MB)
• 145.-Watermarks-1274K.mp4 (36.5 MB)
• 146.-Advanced-Window-Operations-628K.mp4 (23.9 MB)
• 147.-Stateful-Stream-Processing-1299K.mp4 (29.2 MB)
• 148.-Using-Local-State-631K.mp4 (13.4 MB)
• 149.-_Exercise_-Anomalies-Detection-918K.mp4 (16.1 MB)
• 15.-Inside-Airbnb-Data-982K.mp4 (32.5 MB)
• 150.-_Exercise_-Anomalies-Detection-Solution-508K.mp4 (10.2 MB)
• 151.-Joining-Streams-1319K.mp4 (22.8 MB)
• 152.-Summary-1273K.mp4 (13.5 MB)
• 153.-Thank-You_-1047K.mp4 (4.4 MB)
• 16.-Writing-Your-First-Spark-Job-522K.mp4 (20.1 MB)
• 17.-Lazy-Processing-1276K.mp4 (10.0 MB)
• 18.-_Exercise_-Basic-Functions-706K.mp4 (6.4 MB)
• 19.-_Exercise_-Basic-Functions-Solution-464K.mp4 (21.5 MB)
• 2.-Introduction-to-Data-Engineering.mp4 (16.7 MB)
• 20.-Aggregating-Data-1349K.mp4 (15.9 MB)
• 21.-Joining-Data-1264K.mp4 (17.6 MB)
• 22.-Aggregations-and-Joins-with-Spark-478K.mp4 (16.8 MB)
• 23.-Complex-Data-Types-1356K.mp4 (20.6 MB)
• 24.-_Exercise_-Aggregate-Functions-654K.mp4 (3.5 MB)
• 25.-_Exercise_-Aggregate-Functions-Solution-434K.mp4 (17.2 MB)
• 26.-User-Defined-Functions-1328K.mp4 (13.2 MB)
• 27.-Data-Shuffle-1156K.mp4 (22.0 MB)
• 28.-Data-Accumulators-1302K.mp4 (14.2 MB)
• 29.-Optimizing-Spark-Jobs-1191K.mp4 (26.5 MB)
• 3.-Who-Are-Data-Engineers.mp4 (17.6 MB)
• 30.-Submitting-Spark-Jobs-1010K.mp4 (32.7 MB)
• 31.-Other-Spark-APIs-1246K.mp4 (18.5 MB)
• 32.-Spark-SQL-1058K.mp4 (16.2 MB)
• 33.-_Exercise_-Advanced-Spark-669K.mp4 (8.4 MB)
• 34.-_Exercise_-Advanced-Spark-Solution-552K.mp4 (17.6 MB)
• 35.-Summary-1277K.mp4 (12.8 MB)
• 36.-Introduction-1253K.mp4 (16.7 MB)
• 37.-What-Is-a-Data-Lake_-1224K.mp4 (31.0 MB)
• 38.-Amazon-Web-Services-_AWS_-1144K.mp4 (27.2 MB)
• 39.-Simple-Storage-Service-_S3_-1298K.mp4 (21.1 MB)
• 4.-Prerequisites.mp4 (13.3 MB)
• 40.-Setting-Up-an-AWS-Account-590K.mp4 (27.7 MB)
• 41.-Data-Partitioning-1355K.mp4 (13.4 MB)
• 42.-Using-S3-634K.mp4 (24.9 MB)
• 43.-EMR-Serverless-1209K.mp4 (10.3 MB)
• 44.-IAM-Roles-1198K.mp4 (10.4 MB)
• 45.-Running-a-Spark-Job-512K.mp4 (27.1 MB)
• 46.-Parquet-Data-Format-1254K.mp4 (27.5 MB)
• 47.-Implementing-a-Data-Catalog-1232K.mp4 (19.9 MB)
• 48.-Data-Catalog-Demo-461K.mp4 (20.2 MB)
• 49.-Querying-a-Data-Lake-506K.mp4 (11.6 MB)
• 5.-Source-Code-for-This-Bootcamp.mp4 (3.8 MB)
• 50.-Summary-1282K.mp4 (15.9 MB)
• 51.-Introduction-853K.mp4 (24.3 MB)
• 52.-What-Is-Apache-Airflow_-882K.mp4 (19.9 MB)
• 53.-Airflow’s-Architecture-1225K.mp4 (12.2 MB)
• 54.-Installing-Airflow-520K.mp4 (25.7 MB)
• 55.-Defining-an-Airflow-DAG-1339K.mp4 (30.6 MB)
• 56.-Errors-Handling-1399K.mp4 (16.0 MB)
• 57.-Idempotent-Tasks-1314K.mp4 (20.1 MB)
• 58.-Creating-a-DAG-Part-1-628K.mp4 (13.0 MB)
• 59.-Creating-a-DAG-Part-2-543K.mp4 (16.7 MB)
• 6.-Plan-for-This-Bootcamp.mp4 (16.6 MB)
• 60.-Handling-Failed-Tasks-724K.mp4 (13.8 MB)
• 61.-_Exercise_-Data-Validation-818K.mp4 (17.1 MB)
• 62.-_Exercise_-Data-Validation-Solution-689K.mp4 (15.9 MB)
• 63.-Spark-with-Airflow-1291K.mp4 (11.4 MB)
• 64.-Using-Spark-with-Airflow-Part-1-425K.mp4 (16.8 MB)
• 65.-Using-Spark-with-Airflow-Part-2-750K.mp4 (33.9 MB)
• 66.-Sensors-In-Airflow-1281K.mp4 (18.3 MB)
• 67.-Using-File-Sensors-528K.mp4 (12.0 MB)
• 68.-Data-Ingestion-1328K.mp4 (23.3 MB)
• 69.-Reading-Data-From-Postgres-Part-1-553K.mp4 (19.9 MB)
• 7.-_Optional_-What-Is-a-Virtualenv_-523K.mp4 (17.3 MB)
• 70.-Reading-Data-from-Postgres-Part-2-685K.mp4 (24.3 MB)
• 71.-_Exercise_-Average-Customer-Review-813K.mp4 (14.8 MB)
• 72.-_Exercise_-Average-Customer-Review-Solution-569K.mp4 (15.4 MB)
• 73.-Advanced-DAGs-1312K.mp4 (17.2 MB)
• 74.-Summary-1337K.mp4 (10.7 MB)
• 75.-Introduction-1245K.mp4 (20.1 MB)
• 76.-What-Is-Machine-Learning-1300K.mp4 (22.6 MB)
• 77.-Regression-Algorithms-1317K.mp4 (21.7 MB)
• 78.-Building-a-Regression-Model-1290K.mp4 (19.5 MB)
• 79.-Training-a-Model-553K.mp4 (33.3 MB)
• 8.-_Optional_-What-Is-Docker_-708K.mp4 (30.4 MB)
• 80.-Model-Evaluation-1284K.mp4 (28.0 MB)
• 81.-Testing-a-Regression-Model-670K.mp4 (14.6 MB)
• 82.-Model-Lifecycle-1170K.mp4 (8.1 MB)
• 83.-Feature-Engineering-1257K.mp4 (31.3 MB)
• 84.-Improving-a-Regression-Model-634K.mp4 (27.3 MB)
• 85.-Machine-Learning-Pipelines-1288K.mp4 (15.7 MB)
• 86.-Creating-a-Pipeline-664K.mp4 (8.9 MB)
• 87.-_Exercise_-House-Price-Estimation-994K.mp4 (7.6 MB)
• 88.-_Exercise_-House-Price-Estimation-Solution-615K.mp4 (11.5 MB)
• 89.-_Exercise_-Imposter-Syndrome-931K.mp4 (11.2 MB)
• 9.-Introduction-1272K.mp4 (16.9 MB)
• 90.-Classification-1255K.mp4 (27.7 MB)
• 91.-Classifiers-Evaluation-1280K.mp4 (16.6 MB)
• 92.-Training-a-Classifier-592K.mp4 (27.0 MB)
• 93.-Hyperparameters-1244K.mp4 (28.6 MB)
• 94.-Optimizing-a-Model-451K.mp4 (8.6 MB)
• 95.-_Exercise_-Loan-Approval-859K.mp4 (9.6 MB)
• 96.-_Exercise_-Load-Approval-Solution-787K.mp4 (11.6 MB)
• 97.-Deep-Learning-1297K.mp4 (25.4 MB)
• 98.-Summary-1366K.mp4 (15.3 MB)
• 99.-Introduction-1220K.mp4 (19.4 MB)
• Bonus Resources.txt (0.1 KB)
• Installing Spark on Linux.txt (1.8 KB)