ZerotoMastery The Data Engineering Bootcamp Zero to Mastery


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Torrent Hash : D5B738AA774BC647930A430A795D3362A2FE7639
Torrent Added : at July 31, 2025, 8:25 a.m. in Other
Torrent Size : 2.8 GB


Knox ZerotoMastery The Data Engineering Bootcamp Zero to Mastery
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Torrent File Content (3 files)


ZerotoMastery The Data Engineering Bootcamp Zero to Mastery
     Get Bonus Downloads Here.url -
180 bytes



     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 -
70 bytes



     Installing Spark on Linux.txt -
1.8 KB


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