Data Pipelines Courses and Certifications

Designing Machine Learning Solutions on Microsoft Azure

33 ratings at Pluralsight

This course will cover how to leverage Azure Machine Learning for a successful data science initiative across the key components of workflow, data pipeline, and infrastructure.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Monitoring Microsoft Azure Data Pipelines and Processing

24 ratings at Pluralsight

Data pipelines and processes transform raw data into meaningful insights for organizations that can drive future business direction. This course explores how to monitor the pipelines and the processes within to ensure accurate and timely insights.

• Pluralsight
• On-Demand
• Free Trial Available

Azure Data Engineer Associate (DP-203) Cert Prep: 4 Monitor and Optimize Data Storage and Data Processing

23 ratings at LinkedIn Learning

Learn about monitoring and optimizing data security and data processing on Azure and prepare to pass that domain of the Microsoft Azure Data Engineering (DP-203) exam.

• LinkedIn Learning
• 34 minutes
• On-Demand
• Free Trial Available

Google Cloud Professional Machine Learning Engineer Cert Prep: 3 Designing Data Preparation and Processing Systems

21 ratings at LinkedIn Learning

Learn about topics relating to designing data preparation and processing systems in preparation for the Google Professional Machine Learning Engineer certification exam.

• LinkedIn Learning
• 1 hour 1 minute
• On-Demand
• Free Trial Available

Databricks Certified Data Engineer Associate Cert Prep: 3 Incremental Data Processing

21 ratings at LinkedIn Learning

Boost your skills as a data science professional to prepare for the third section of the Databricks Certified Data Engineer Associate certification exam.

• LinkedIn Learning
• 29 minutes
• On-Demand
• Free Trial Available

Building Data Pipelines with Luigi and Python

20 ratings at Pluralsight

Other developers implement data pipelines by putting together a bunch of hacky scripts, that over time turn into liabilities and maintenance nightmares. Take this course to implement sane and smart data pipelines with Luigi in Python.

• Pluralsight
• 1 hour 34 minutes
• On-Demand
• Free Trial Available

Databricks Certified Data Engineer Associate Cert Prep: 4 Production Pipelines

19 ratings at LinkedIn Learning

Boost your skills as a data science professional to prepare for the fourth section of the Databricks Certified Data Engineer Associate certification exam.

• LinkedIn Learning
• 19 minutes
• On-Demand
• Free Trial Available

Serverless Data Processing with Dataflow: Develop Pipelines

In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK.

• edX
• 3 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Microsoft Azure Data Engineer Associate (DP-203) Cert Prep: 4 Monitor and Optimize Data Storage and Data Processing by Microsoft Press

15 ratings at LinkedIn Learning

Explore the concepts and skills required to monitor and optimize data storage and data processing to pass the Microsoft Azure Data Engineer Associate (DP-203) certification exam.

• LinkedIn Learning
• 1 hour 9 minutes
• On-Demand
• Free Trial Available

Google Cloud Professional Data Engineer Cert Prep: 2 Building and Operationalizing Data Processing Systems

9 ratings at LinkedIn Learning

Prepare for the Google Cloud Professional Data Engineer certification exam’s section on building and operationalizing data processing systems.

• LinkedIn Learning
• 51 minutes
• On-Demand
• Free Trial Available

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MLOps1 (Azure): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning

6 ratings at edX

Learn to deploy AI & ML models in production using Azure Machine Learning. Gain hands-on experience with data pipelines, versioning, model storage, and monitoring. Master essential skills for successful MLOps implementation.

• edX
• 4 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Microsoft Fabric by Microsoft Press

1 rating at LinkedIn Learning

Explore the features of Microsoft Fabric. Topics include OneLake, data pipelines, dataflows, T-SQL commands, data management, real-time analytics, and leveraging machine learning.

• LinkedIn Learning
• 5 hours 45 minutes
• On-Demand
• Free Trial Available

Analyzing Your Data with AWS IoT Analytics

In this course, you will learn how you can leverage the stream of messages from your IoT devices, how to set up analytical pipelines, and how to perform analysis of your IoT data.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Splitting and Combining Data with R

If you’ve struggled to categorize dates, clean strings, or order bars in ggplot, this course is for you. Learn the basics of splitting and combining data, variable cleaning and creation, grouping and summarizing data, and creating visualizations.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Exploring the Apache Beam SDK for Modeling Streaming Data for Processing

Apache Beam is an open-source unified model for processing batch and streaming data in a parallel manner. Built to support Google’s Cloud Dataflow backend, Beam pipelines can now be executed on any supported distributed processing backends.

• Pluralsight
• 3-4 hours
• On-Demand
• Free Trial Available