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ZeroToMastery - The Data Engineering Bootcamp Zero to Mastery (7.2025)

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File Name
Size
1.-The-Data-Engineering-Bootcamp-Zero-to-Mastery.mp4
16 MB
10.-Apache-Spark-1277K.mp4
14 MB
100.-Natural-Language-Processing-_NLP_-before-LLMs-1285K.mp4
22 MB
101.-Transformers-1207K.mp4
24 MB
102.-Types-of-LLMs-1225K.mp4
27 MB
103.-Hugging-Face-1323K.mp4
9.2 MB
104.-Databricks-Set-Up-560K.mp4
33 MB
105.-Using-an-LLM-426K.mp4
20 MB
106.-Structured-Output-1260K.mp4
13 MB
107.-Producing-JSON-Output-583K.mp4
21 MB
108.-LLMs-With-Apache-Spark-459K.mp4
16 MB
109.-Summary-1357K.mp4
13 MB
11.-How-Spark-Works-1190K.mp4
16 MB
110.-Introduction-1237K.mp4
22 MB
111.-What-Is-Apache-Kafka_-1240K.mp4
25 MB
112.-Partitioning-Data-1279K.mp4
34 MB
113.-Kafka-API-1355K.mp4
30 MB
114.-Kafka-Architecture-1287K.mp4
13 MB
115.-Set-Up-Kafka-349K.mp4
13 MB
116.-Writing-to-Kafka-423K.mp4
18 MB
117.-Reading-from-Kafka-508K.mp4
21 MB
118.-Data-Durability-1316K.mp4
26 MB
119.-Kafka-vs-Queues-1314K.mp4
9.1 MB
12.-Spark-Application-1334K.mp4
30 MB
120.-_Exercise_-Processing-Records-725K.mp4
13 MB
121.-_Exercise_-Processing-Records-Solution-1155K.mp4
32 MB
122.-Delivery-Semantics-1324K.mp4
23 MB
123.-Kafka-Transactions-1368K.mp4
18 MB
124.-Log-Compaction-1265K.mp4
13 MB
125.-Kafka-Connect-1303K.mp4
27 MB
126.-Using-Kafka-Connect-457K.mp4
32 MB
127.-Outbox-Pattern-1279K.mp4
16 MB
128.-Schema-Registry-1289K.mp4
29 MB
129.-Using-Schema-Registry-617K.mp4
30 MB
13.-DataFrames-1282K.mp4
24 MB
130.-Tiered-Storage-1266K.mp4
13 MB
131.-_Exercise_-Track-Order-Status-Changes-785K.mp4
15 MB
132.-_Exercise_-Track-Order-Status-Changes-Solution-433K.mp4
18 MB
133.-Summary-1311K.mp4
20 MB
134.-Introduction-1240K.mp4
20 MB
135.-What-Is-Apache-Flink_-1170K.mp4
19 MB
136.-Kafka-Application-1332K.mp4
31 MB
137.-Multiple-Streams-1317K.mp4
12 MB
138.-Installing-Apache-Flink-403K.mp4
16 MB
139.-Processing-Individual-Records-420K.mp4
19 MB
14.-Installing-Spark-533K.mp4
27 MB
140.-_Exercise_-Stream-Processing-647K.mp4
13 MB
141.-_Exercise_-Stream-Processing-Solution-680K.mp4
13 MB
142.-Time-Windows-1279K.mp4
26 MB
143.-Keyed-Windows-1294K.mp4
11 MB
144.-Using-Time-Windows-435K.mp4
13 MB
145.-Watermarks-1274K.mp4
36 MB
146.-Advanced-Window-Operations-628K.mp4
24 MB
147.-Stateful-Stream-Processing-1299K.mp4
29 MB
148.-Using-Local-State-631K.mp4
13 MB
149.-_Exercise_-Anomalies-Detection-918K.mp4
16 MB
15.-Inside-Airbnb-Data-982K.mp4
32 MB
150.-_Exercise_-Anomalies-Detection-Solution-508K.mp4
10 MB
151.-Joining-Streams-1319K.mp4
23 MB
152.-Summary-1273K.mp4
14 MB
153.-Thank-You_-1047K.mp4
4.4 MB
16.-Writing-Your-First-Spark-Job-522K.mp4
20 MB
17.-Lazy-Processing-1276K.mp4
10 MB
18.-_Exercise_-Basic-Functions-706K.mp4
6.4 MB
19.-_Exercise_-Basic-Functions-Solution-464K.mp4
22 MB
2.-Introduction-to-Data-Engineering.mp4
17 MB
20.-Aggregating-Data-1349K.mp4
16 MB
21.-Joining-Data-1264K.mp4
18 MB
22.-Aggregations-and-Joins-with-Spark-478K.mp4
17 MB
23.-Complex-Data-Types-1356K.mp4
21 MB
24.-_Exercise_-Aggregate-Functions-654K.mp4
3.5 MB
25.-_Exercise_-Aggregate-Functions-Solution-434K.mp4
17 MB
26.-User-Defined-Functions-1328K.mp4
13 MB
27.-Data-Shuffle-1156K.mp4
22 MB
28.-Data-Accumulators-1302K.mp4
14 MB
29.-Optimizing-Spark-Jobs-1191K.mp4
26 MB
3.-Who-Are-Data-Engineers.mp4
18 MB
30.-Submitting-Spark-Jobs-1010K.mp4
33 MB
31.-Other-Spark-APIs-1246K.mp4
18 MB
32.-Spark-SQL-1058K.mp4
16 MB
33.-_Exercise_-Advanced-Spark-669K.mp4
8.4 MB
34.-_Exercise_-Advanced-Spark-Solution-552K.mp4
18 MB
35.-Summary-1277K.mp4
13 MB
36.-Introduction-1253K.mp4
17 MB
37.-What-Is-a-Data-Lake_-1224K.mp4
31 MB
38.-Amazon-Web-Services-_AWS_-1144K.mp4
27 MB
39.-Simple-Storage-Service-_S3_-1298K.mp4
21 MB
4.-Prerequisites.mp4
13 MB
40.-Setting-Up-an-AWS-Account-590K.mp4
28 MB
41.-Data-Partitioning-1355K.mp4
13 MB
42.-Using-S3-634K.mp4
25 MB
43.-EMR-Serverless-1209K.mp4
10 MB
44.-IAM-Roles-1198K.mp4
10 MB
45.-Running-a-Spark-Job-512K.mp4
27 MB
46.-Parquet-Data-Format-1254K.mp4
28 MB
47.-Implementing-a-Data-Catalog-1232K.mp4
20 MB
48.-Data-Catalog-Demo-461K.mp4
20 MB
49.-Querying-a-Data-Lake-506K.mp4
12 MB
5.-Source-Code-for-This-Bootcamp.mp4
3.8 MB
50.-Summary-1282K.mp4
16 MB
51.-Introduction-853K.mp4
24 MB
52.-What-Is-Apache-Airflow_-882K.mp4
20 MB
53.-Airflow’s-Architecture-1225K.mp4
12 MB
54.-Installing-Airflow-520K.mp4
26 MB
55.-Defining-an-Airflow-DAG-1339K.mp4
31 MB
56.-Errors-Handling-1399K.mp4
16 MB
57.-Idempotent-Tasks-1314K.mp4
20 MB
58.-Creating-a-DAG-Part-1-628K.mp4
13 MB
59.-Creating-a-DAG-Part-2-543K.mp4
17 MB
6.-Plan-for-This-Bootcamp.mp4
17 MB
60.-Handling-Failed-Tasks-724K.mp4
14 MB
61.-_Exercise_-Data-Validation-818K.mp4
17 MB
62.-_Exercise_-Data-Validation-Solution-689K.mp4
16 MB
63.-Spark-with-Airflow-1291K.mp4
11 MB
64.-Using-Spark-with-Airflow-Part-1-425K.mp4
17 MB
65.-Using-Spark-with-Airflow-Part-2-750K.mp4
34 MB
66.-Sensors-In-Airflow-1281K.mp4
18 MB
67.-Using-File-Sensors-528K.mp4
12 MB
68.-Data-Ingestion-1328K.mp4
23 MB
69.-Reading-Data-From-Postgres-Part-1-553K.mp4
20 MB
7.-_Optional_-What-Is-a-Virtualenv_-523K.mp4
17 MB
70.-Reading-Data-from-Postgres-Part-2-685K.mp4
24 MB
71.-_Exercise_-Average-Customer-Review-813K.mp4
15 MB
72.-_Exercise_-Average-Customer-Review-Solution-569K.mp4
15 MB
73.-Advanced-DAGs-1312K.mp4
17 MB
74.-Summary-1337K.mp4
11 MB
75.-Introduction-1245K.mp4
20 MB
76.-What-Is-Machine-Learning-1300K.mp4
23 MB
77.-Regression-Algorithms-1317K.mp4
22 MB
78.-Building-a-Regression-Model-1290K.mp4
20 MB
79.-Training-a-Model-553K.mp4
33 MB
8.-_Optional_-What-Is-Docker_-708K.mp4
30 MB
80.-Model-Evaluation-1284K.mp4
28 MB
81.-Testing-a-Regression-Model-670K.mp4
15 MB
82.-Model-Lifecycle-1170K.mp4
8.1 MB
83.-Feature-Engineering-1257K.mp4
31 MB
84.-Improving-a-Regression-Model-634K.mp4
27 MB
85.-Machine-Learning-Pipelines-1288K.mp4
16 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
12 MB
89.-_Exercise_-Imposter-Syndrome-931K.mp4
11 MB
9.-Introduction-1272K.mp4
17 MB
90.-Classification-1255K.mp4
28 MB
91.-Classifiers-Evaluation-1280K.mp4
17 MB
92.-Training-a-Classifier-592K.mp4
27 MB
93.-Hyperparameters-1244K.mp4
29 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
12 MB
97.-Deep-Learning-1297K.mp4
25 MB
98.-Summary-1366K.mp4
15 MB
99.-Introduction-1220K.mp4
19 MB
code.zip
1.1 kB