Dataproc Courses and Certifications

Introduction to Cloud Dataproc: Hadoop and Spark on Google Cloud

11 ratings at Coursera

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to start a managed Spark/Hadoop cluster using Dataproc, submit a sample Spark job, and shut down your cluster using the Google Cloud Console.

• Coursera
• 30 minutes
• On-Demand
• Paid Course

Machine Learning with Spark on Google Cloud Dataproc

Implement logistic regression using Apache Spark's ML library on Google Cloud Dataproc to develop a model for multivariable dataset analysis.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Dataproc: Qwik Start - Console

Learn to create and manage a Google Cloud Dataproc cluster, run Apache Spark jobs, and adjust worker nodes using the gcloud Command Line in this hands-on lab.

• Coursera
• 30 minutes
• On-Demand
• Paid Course

Distributed Image Processing in Cloud Dataproc

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to use Apache Spark on Cloud Dataproc to distribute a computationally intensive image processing task onto a cluster of machines.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Dataproc: Qwik Start - Command Line

Learn to create and manage a Google Cloud Dataproc cluster, run Apache Spark jobs, and adjust worker nodes using the gcloud Command Line in this hands-on lab.

• Coursera
• 30 minutes
• On-Demand
• Paid Course

Machine Learning with Spark on Google Cloud Dataproc

In this lab you will learn how to implement logistic regression using a machine learning library for Apache Spark running on a Google Cloud Dataproc cluster to develop a model for data from a multivariable dataset

• Google Skills
• 1-2 hours
• On-Demand
• Paid Course

Introduction to Cloud Dataproc: Hadoop and Spark on Google Cloud

In this lab, you will learn how to start a managed Spark/Hadoop cluster using Dataproc, submit a sample Spark job, and shut down your cluster using the Google Cloud Console.

• Google Skills
• On-Demand
• Paid Course

Distributed Image Processing in Cloud Dataproc

In this lab, you will learn how to use Apache Spark on Cloud Dataproc to distribute a computationally intensive image processing task onto a cluster of machines.

• Google Skills
• 1 hour
• On-Demand
• Paid Course

Google Cloud Tech

Dataproc Persistent History Server: Up and Running

Learn to access and troubleshoot Hadoop and Spark application logs using Persistent History Server for ephemeral clusters and Dataproc Serverless, enhancing job monitoring and exploration capabilities.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Build Batch Data Pipelines on Google Cloud

1711 ratings at Coursera

Learn to build efficient batch data pipelines on Google Cloud using BigQuery, Dataproc, Data Fusion, and Dataflow. Gain hands-on experience with EL, ELT, and ETL paradigms for optimal data processing.

• Coursera
• 10 hours 53 minutes
• On-Demand
• Paid Course

Dataproc: Qwik Start - Command Line

Learn to create, manage, and run Apache Spark jobs on Google Cloud Dataproc clusters using the gcloud Command Line, with hands-on tasks for cluster creation, job submission, and scaling.

• Google Skills
• On-Demand
• Paid Course

Dataproc: Qwik Start - Console

Learn to create, manage, and utilize Google Cloud Dataproc clusters for Apache Spark jobs, including cluster creation, job submission, output viewing, and cluster scaling.

• Google Skills
• On-Demand
• Paid Course

GCP - Google Cloud Associate Data Practitioner Certification

264 ratings at Udemy

Prepare for Google Cloud Data Practitioner | BigQuery, Dataproc, Dataform, Cloud Composer, Looker Studio, Dataflow

• Udemy
• 10 hours 26 minutes
• On-Demand
• Paid Course

Microcredential

Google Cloud Data Analytics

226 ratings at Coursera

Master cloud-based data analytics using Google Cloud tools. Transform raw data into impactful insights, build a project portfolio, and prepare for a career as a Cloud Data Analyst.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Spark 3 on Google Cloud Platform-Beginner to Advanced Level

186 ratings at Udemy

Build Scalable Batch and Real Time Data Processing Pipelines with PySpark and Dataproc

• Udemy
• 5 hours 36 minutes
• On-Demand
• Paid Course