Azure Databricks - Build data engineering and AI/ML pipeline
Learn anomaly detection, Azure datafactory, Azure Devops, Azure Webapp, Spark, Delta lake, Kafka and explainable AI
3.25 (26 reviews)
164
students
3.5 hours
content
Feb 2025
last update
$39.99
regular price
What you will learn
What is Anomaly detection?
How to apply unsupervised learning algorithms Isolation Forest, KNN and Clustering based Approach to detect anomalies?
Step by Step guide to perform ETL operations using Azure Databricks
Understand DataLakeHouse Architecture
Build Data Pipeline using Azure Tech stack
machine learning model interpretable shapley values
Spark structured streaming with Kafka
Spark Structured streaming with Azure Event Hub
Use MLFlow for managing the end-to-end machine learning lifecycle
Anomaly detection on Time series data
Building CI/CD Pipeline using Azure Devops
Building Data Pipeline using Azure Data Factory
Productionizing model using Azure Function and Docker
Related Topics
4432496
udemy ID
12/6/2021
course created date
12/18/2021
course indexed date
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