DevCourseWeb com Udemy Azure Databricks Build data engineering and AI ML pipeline

DevCourseWeb com Udemy Azure Databricks Build data engineering and AI ML pipeline

Name	[ DevCourseWeb.com ] Udemy - Azure Databricks - Build data engineering and AI - ML pipeline	DOWNLOAD Copy Link
Total Size	1.7 GB
Total Files	3137
Last Seen	2025-03-12 23:33
Hash	D9287380FD2E83E9AAC17CF7E0989E4A2E5EC3D7

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
001 Introduction.mp4	7.1 MB
001 Introduction_en.srt	2.3 KB
002 Prerequisite.mp4	19.4 MB
002 Prerequisite_en.srt	4.2 KB
003 Importing Notebooks into Databricks workspace.mp4	5.4 MB
003 Importing Notebooks into Databricks workspace_en.srt	0.8 KB
38033216-Introduction.pptx	37.6 KB
/.../02 - Introduction to anomaly detection/
001 Introduction.mp4	24.6 MB
001 Introduction_en.srt	6.0 KB
002 Density based outlier detection.mp4	28.0 MB
002 Density based outlier detection_en.srt	4.9 KB
003 Support vector machine.mp4	10.1 MB
003 Support vector machine_en.srt	1.8 KB
004 Isolation Forest.mp4	17.1 MB
004 Isolation Forest_en.srt	3.4 KB
38033346-Anomaly-detection.pptx	572.3 KB
/.../03 - Anomaly detection-LAB/
001 Clustering based approach.mp4	56.1 MB
001 Clustering based approach_en.srt	6.7 KB
002 Angle based approach.mp4	27.7 MB
002 Angle based approach_en.srt	3.6 KB
003 Feature bagging.mp4	20.9 MB
003 Feature bagging_en.srt	3.1 KB
004 KNN.mp4	7.5 MB
004 KNN_en.srt	2.5 KB
005 Local outlier factor.mp4	29.3 MB
005 Local outlier factor_en.srt	4.0 KB
006 PCA based approach.mp4	31.6 MB
006 PCA based approach_en.srt	4.3 KB
38033564-Clustering-based-outlier-detection.ipynb	173.3 KB
38033580-Angle-based-outlier-detection.ipynb	261.4 KB
38033582-Sample-Superstore.xls	3.4 MB
38033584-train.csv	869.5 KB
38033610-Feature-bagging.ipynb	214.3 KB
38033624-k-Nearest-Neighbors-based-anomaly-detection.ipynb	56.4 KB
38033640-Anomaly-detection-using-LOF.ipynb	45.6 KB
38033658-Anomaly-detection-using-Principle-component-analysis.ipynb	62.6 KB
/.../04 - Data Lake house architecture/
001 Data lake.mp4	19.1 MB
001 Data lake_en.srt	3.4 KB
002 Delta Lake.mp4	10.8 MB
002 Delta Lake_en.srt	2.6 KB
003 Elements of delta lake.mp4	23.5 MB
003 Elements of delta lake_en.srt	4.4 KB
004 Delta lake - LAB.mp4	122.0 MB
004 Delta lake - LAB_en.srt	16.7 KB
38033754-Lakehouse.pptx	275.9 KB
38033818-Delta-lake-ingest-LAB.dbc	56.4 KB
38033828-Iot-sensor-data.csv	23.7 MB
/.../05 - Build Data pipeline using Azure tech stack/
001 Architecture design overview.mp4	6.6 MB
001 Architecture design overview_en.srt	2.1 KB
002 Upload files to DBFS.mp4	6.8 MB
002 Upload files to DBFS_en.srt	0.6 KB
003 Streaming concepts.mp4	113.4 MB
003 Streaming concepts_en.srt	16.1 KB
004 Autoloader concepts.mp4	25.8 MB
004 Autoloader concepts_en.srt	5.4 KB
005 Mounting DBFS File location.mp4	9.6 MB
005 Mounting DBFS File location_en.srt	1.7 KB
006 Data walkthrough.mp4	4.8 MB
006 Data walkthrough_en.srt	1.0 KB
007 Autoloader LAB.mp4	59.1 MB
007 Autoloader LAB_en.srt	7.8 KB
38033872-Architecture.pptx	150.3 KB
38033908-Streaming-Concepts.dbc	31.7 KB
38033918-AUTOLOADER.pptx	279.1 KB
38035402-Blob-storage-structure.png	96.5 KB
38035414-Blob-Storage-Bronze-table-view.png	84.1 KB
38035494-Autoloader.dbc	9.7 KB
/.../05 - Build Data pipeline using Azure tech stack/2016/2016/11/21/0/
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data4021.csv	6.7 KB
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data4620.csv	18.3 KB
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data5314.csv	17.8 KB
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/.../Sreaming json data/
1.json	106.3 KB
10.json	106.4 KB
11.json	105.9 KB
12.json	106.2 KB
13.json	106.2 KB
14.json	106.2 KB
15.json	105.8 KB
16.json	106.2 KB
17.json	106.3 KB
18.json	105.9 KB
19.json	106.5 KB
2.json	106.3 KB
20.json	106.3 KB
3.json	106.0 KB
4.json	106.0 KB
5.json	106.2 KB
6.json	106.6 KB
7.json	106.3 KB
8.json	106.1 KB
9.json	106.4 KB
/.../06 - Explainable AI/
001 Anomaly detection using Isolation forest.mp4	61.0 MB
001 Anomaly detection using Isolation forest_en.srt	8.9 KB
002 Model interpretation introduction.mp4	9.3 MB
002 Model interpretation introduction_en.srt	2.4 KB
003 Model interpretation using Shapley value.mp4	43.4 MB
003 Model interpretation using Shapley value_en.srt	5.5 KB
004 Model interpretation using Shapley values-2.mp4	21.4 MB
004 Model interpretation using Shapley values-2_en.srt	4.6 KB
38035610-Anomaly-detection-on-transactional-data.ipynb	24.8 KB
38035622-processed.csv	14.5 MB
38035750-Model-interpretation.ipynb	3.1 MB
38035798-Udemy-course-ppt-model-interpreattion.pptx	506.0 KB
/.../07 - Spark Structured streaming/
001 Structured streaming with Kafka- Theory.mp4	43.3 MB
001 Structured streaming with Kafka- Theory_en.srt	9.8 KB
002 Demo - Anonymous Wikipedia edits.mp4	185.6 MB
002 Demo - Anonymous Wikipedia edits_en.srt	20.7 KB
003 Demo - Log analysis using Kafka.mp4	30.1 MB
003 Demo - Log analysis using Kafka_en.srt	10.0 KB
004 Demo - Twitter analysis using Kafka.mp4	122.9 MB
004 Demo - Twitter analysis using Kafka_en.srt	11.1 KB
005 Spark structured streaming using Azure EventHub - TBA.html	0.0 KB
38035838-Structured-streaming-using-kafka.pptx	996.4 KB
38035896-Wiki-anonymous-edit-using-Kafka.dbc	139.2 KB
38035918-Log-analysis-using-kafka.dbc	46.6 KB
38035956-ISOCountryLookup.csv	10.4 KB
38035966-Spark-structured-streaming-with-Kafka-Tweet-analysis.dbc	277.4 KB
/.../08 - MLOPS using MLFlow in DataBricks/
001 Introduction.mp4	18.2 MB
001 Introduction_en.srt	2.7 KB
002 MlFlow tracking demo.mp4	58.1 MB
002 MlFlow tracking demo_en.srt	6.3 KB
003 Model registry.mp4	80.7 MB
003 Model registry_en.srt	9.4 KB
004 Model registry demo.mp4	72.8 MB
004 Model registry demo_en.srt	8.4 KB
005 Inference using MLFLOW.mp4	113.0 MB
005 Inference using MLFLOW_en.srt	12.5 KB
006 Parallelly Training ML Models with pandas UDF.mp4	31.6 MB
006 Parallelly Training ML Models with pandas UDF_en.srt	3.7 KB
007 How ApplyInPandas() function works.mp4	11.6 MB
007 How ApplyInPandas() function works_en.srt	1.8 KB
008 Productionizing the ML model parallelly.mp4	47.7 MB
008 Productionizing the ML model parallelly_en.srt	5.5 KB
38045376-Training-model-with-mlflow.dbc	33.6 KB
38045580-Inferencing-model-with-mlflow.dbc	76.6 KB
38045750-ML-12-Training-with-Pandas-UDFs.dbc	76.5 KB
38045772-applyinpandas.pptx	46.2 KB
/.../09 - Anomaly detection on Time Series Data/
001 TBA.html	0.0 KB
/.../10 - Building CI_CD Pipeline using Azure Devops/
001 TBA.html	0.0 KB
/.../11 - Building Data Pipeline using Azure Data Factory/
001 TBA.html	0.0 KB
/.../12 - Productionizing model using Azure Function and Docker/
001 TBA.html	0.0 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 3137