[ DevCourseWeb.com ] Udemy - Azure Databricks - Build data engineering and AI - ML pipeline
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2023-5-14 03:36 | 2024-5-27 21:55 | 148 | 1.52 GB | 40 |
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文件列表
- ~Get Your Files Here !/01 - Introduction/001 Introduction.mp46.8MB
- ~Get Your Files Here !/01 - Introduction/002 Prerequisite.mp418.54MB
- ~Get Your Files Here !/01 - Introduction/003 Importing Notebooks into Databricks workspace.mp45.16MB
- ~Get Your Files Here !/02 - Introduction to anomaly detection/001 Introduction.mp423.44MB
- ~Get Your Files Here !/02 - Introduction to anomaly detection/002 Density based outlier detection.mp426.72MB
- ~Get Your Files Here !/02 - Introduction to anomaly detection/003 Support vector machine.mp49.62MB
- ~Get Your Files Here !/02 - Introduction to anomaly detection/004 Isolation Forest.mp416.32MB
- ~Get Your Files Here !/03 - Anomaly detection-LAB/001 Clustering based approach.mp453.47MB
- ~Get Your Files Here !/03 - Anomaly detection-LAB/002 Angle based approach.mp426.42MB
- ~Get Your Files Here !/03 - Anomaly detection-LAB/003 Feature bagging.mp419.97MB
- ~Get Your Files Here !/03 - Anomaly detection-LAB/004 KNN.mp47.19MB
- ~Get Your Files Here !/03 - Anomaly detection-LAB/005 Local outlier factor.mp427.9MB
- ~Get Your Files Here !/03 - Anomaly detection-LAB/006 PCA based approach.mp430.18MB
- ~Get Your Files Here !/04 - Data Lake house architecture/001 Data lake.mp418.21MB
- ~Get Your Files Here !/04 - Data Lake house architecture/002 Delta Lake.mp410.31MB
- ~Get Your Files Here !/04 - Data Lake house architecture/003 Elements of delta lake.mp422.45MB
- ~Get Your Files Here !/04 - Data Lake house architecture/004 Delta lake - LAB.mp4116.34MB
- ~Get Your Files Here !/05 - Build Data pipeline using Azure tech stack/001 Architecture design overview.mp46.32MB
- ~Get Your Files Here !/05 - Build Data pipeline using Azure tech stack/002 Upload files to DBFS.mp46.53MB
- ~Get Your Files Here !/05 - Build Data pipeline using Azure tech stack/003 Streaming concepts.mp4108.18MB
- ~Get Your Files Here !/05 - Build Data pipeline using Azure tech stack/004 Autoloader concepts.mp424.61MB
- ~Get Your Files Here !/05 - Build Data pipeline using Azure tech stack/005 Mounting DBFS File location.mp49.16MB
- ~Get Your Files Here !/05 - Build Data pipeline using Azure tech stack/006 Data walkthrough.mp44.55MB
- ~Get Your Files Here !/05 - Build Data pipeline using Azure tech stack/007 Autoloader LAB.mp456.39MB
- ~Get Your Files Here !/06 - Explainable AI/001 Anomaly detection using Isolation forest.mp458.15MB
- ~Get Your Files Here !/06 - Explainable AI/002 Model interpretation introduction.mp48.87MB
- ~Get Your Files Here !/06 - Explainable AI/003 Model interpretation using Shapley value.mp441.43MB
- ~Get Your Files Here !/06 - Explainable AI/004 Model interpretation using Shapley values-2.mp420.44MB
- ~Get Your Files Here !/07 - Spark Structured streaming/001 Structured streaming with Kafka- Theory.mp441.31MB
- ~Get Your Files Here !/07 - Spark Structured streaming/002 Demo - Anonymous Wikipedia edits.mp4176.99MB
- ~Get Your Files Here !/07 - Spark Structured streaming/003 Demo - Log analysis using Kafka.mp428.71MB
- ~Get Your Files Here !/07 - Spark Structured streaming/004 Demo - Twitter analysis using Kafka.mp4117.2MB
- ~Get Your Files Here !/08 - MLOPS using MLFlow in DataBricks/001 Introduction.mp417.33MB
- ~Get Your Files Here !/08 - MLOPS using MLFlow in DataBricks/002 MlFlow tracking demo.mp455.39MB
- ~Get Your Files Here !/08 - MLOPS using MLFlow in DataBricks/003 Model registry.mp477MB
- ~Get Your Files Here !/08 - MLOPS using MLFlow in DataBricks/004 Model registry demo.mp469.47MB
- ~Get Your Files Here !/08 - MLOPS using MLFlow in DataBricks/005 Inference using MLFLOW.mp4107.74MB
- ~Get Your Files Here !/08 - MLOPS using MLFlow in DataBricks/006 Parallelly Training ML Models with pandas UDF.mp430.12MB
- ~Get Your Files Here !/08 - MLOPS using MLFlow in DataBricks/007 How ApplyInPandas() function works.mp411.09MB
- ~Get Your Files Here !/08 - MLOPS using MLFlow in DataBricks/008 Productionizing the ML model parallelly.mp445.53MB
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