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CDP resources

Build skills to deliver innovation with Cloudera Data Platform

Keep abreast of the latest Cloudera technology with content and tools tailored for developers, analysts, data scientists, architects, and admins.


See the benefits of CDP through how-to videos. 

Understand the use cases that CDP solves and learn how to successfully deploy and use the full range of the Cloudera Data Platform.


Tutorials to help build, deploy and scale 

Optimize your time with detailed tutorials that clearly explain the best way to deploy, use, and manage Cloudera products.

Data Exploration and Reporting with Cloudera Data Warehouse

In this tutorial we’ll analyze datasets using Data Warehouse on Cloudera Data Platform (CDP) - Public Cloud. We will also visualize our data using Cloudera Data Visualization.

See tutorial

Validate Jet Engine Predictive Models using Cloudera Machine Learning

In this tutorial, we will use a publicly available jet engine dataset which simulates how jet engines degrade over time. We will create a predictive model to determine the jet's engine remaining useful life (RUL) and do cost benefit analysis.

See tutorial

Build, Deploy and Access a Model in Cloudera Machine Learning

See for yourself how easy it is to use Cloudera Machine Learning (CML) on Cloudera Data Platform Public Cloud (CDP-PC). In this tutorial, we will create a linear regression model using housing data, deploy the model within CML, and test it using a web application.

See tutorial


Sentiment Analysis using The Simpsons: Who is the happiest Simpson character?

The field of sentiment analysis and natural language processing (NLP) in general has had a boost in interest with new techniques that have come from the progress made with neural networks and deep learning. 



Hello Hive: Introduction to Big Data Warehousing

Wednesday, January 27, 2021

CDP Demos

Watch 20-minute demos of Cloudera Data Platform (CDP) experiences to see why more than 2,000 of the world’s leading enterprises partner with Cloudera. Demos include

  • Multistage Data Pipelines with Cloudera Data Platform (CDP) [sample]
  • Security & Governance with Cloudera Shared Data Experience (SDX)  [sample]
  • Streaming Data with Cloudera DataFlow (CDF) [sample]
  • Enterprise Machine Learning with Cloudera Machine Learning (CML) [sample]
  • Analytics with Cloudera Data Warehouse (CDW) [sample]
  • Application Development with Cloudera Operational Database (COD) [sample]

Using Cloudera Machine Learning to Build a Predictive Maintenance Model for Jet Engines

By Tui Leauanae and Nicolas Pelaez

The objective of this blog is to show how to use Cloudera Machine Learning (CML), running Cloudera Data Platform (CDP), to build a predictive maintenance model based on advanced machine learning concepts.

Using Cloudera Data Engineering to Analyze the Paycheck Protection Program Data

By Tui Leauanae and Nicolas Pelaez

This blog illustrates how Cloudera Data Engineering (CDE), using Apache Spark, can be used to produce reports based on the PPP data while addressing each of the challenges outlined above.

Building a Scalable Process Using NiFi, Kafka and HBase on CDP

By Tui Leauanae and Nicolas Pelaez

This blog demonstrates the use of similar technologies to address issues much smaller in scope but with parallels to those Navistar faced. 

Your questions from the weekly Cloudera Data Platform (CDP) demos answered

By Robert Hryniewicz

Every Wednesday we spend 15 minutes demoing our Cloudera Data Platform (CDP) as well as individual experiences, such as Machine Learning and Streaming. We keep these demos short while maximizing value by focusing on the product within the context of a specific use case. 

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How to Connect Go Applications to Cloudera Operational Database

The Cloudera Operational Database (COD) experience is a managed dbPaaS solution. It can auto-scale based on the workload utilization of the cluster and will be adding the ability to auto-tune (better performance within the existing infrastructure footprint) and auto-heal (resolve operational problems automatically) later this year.

See article


Spark Structured Streaming Example with CDE

This demo will pull from the Twitter API using NiFi, write to payload to a Kafka topic named "twitter".

See article


How to Configure K9s for Cloudera Data Engineering

How to use K9s to fetch metrics and logs for Cloudera Data Warehouse Experience , I decided to create the same tutorial for Cloudera Data Engineering. The process is very similar, as you can see below.

See article

CDP Training

CDP training

Hone your big data skills with the world’s leading experts through Cloudera Educational Services’ curriculum.

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Accelerate success with Cloudera SmartServices expertise

Move from pilot to production quickly, cost-effectively, and securely with hands-on technical insight from Cloudera experts. Our comprehensive portfolio of services helps you shorten time to value from CDP by providing the right offerings and support for everything from launching to accelerating and expanding your deployment.

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CloudSmart: CDP Public Cloud adoption service

Evaluate cloud options, optimize data, and scale analytics, moving workloads to the public cloud with confidence and minimal risk.

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SmartMigrate: Services for moving to Cloudera Data Platform

Upgrade existing CDH and HDP deployments and migrate to CDP Data Center while minimizing risk, business disruptions, and SLA violations. 

Get SmartMigrate

SmartHealth: Platform health check for optimal performance

Ensure peak performance with comprehensive platform deployment and use case implementation health check.

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Central repository for technical content on all Cloudera products.

Find guides, quick starts, manuals, and best practices broken down by product and by task.

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