WEEKLY DEMOS
Join our experts for live weekly demos
Find out CDP's latest features and capabilities and get answers to pressing questions by joining Cloudera product experts in live weekly demos.
Build AI-based web Applications with Cloudera Machine Learning
Thursday, August 04, 2022
Learn how Cloudera Machine Learning (CML) enables data science practitioners to quickly deliver an ML-based web application to business users.
The demo will demonstrate how users can discover and ingest data sets, train ML models with whatever library or language they are most comfortable with, quickly deploy the ML model with an API, and build a web application for business users to interact with the ML model’s API.
CDP Demos
- Exploratory data analytics to uncover answers to burning business questions [Complete Recording]
- Exploratory Data Science to discover and visualize data for building machine learning models [Complete Recording]
- Universal Data Distribution to connect data from any source to any destination [Complete Recording]
- Multistage Data Pipelines with Cloudera Data Platform (CDP) [highlight]
- Security & Governance with Cloudera Shared Data Experience (SDX) [highlight]
- Streaming Data with Cloudera DataFlow (CDF) [highlight]
- Enterprise Machine Learning with Cloudera Machine Learning (CML) [highlight]
- Analytics with Cloudera Data Warehouse (CDW) [highlight]
- Application Development with Cloudera Operational Database (COD) [highlight]
VIDEOS
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.
TOURS
Experience CDP for yourself
Click below to begin an interactive CDP product tour
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.
TUTORIALS
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.
How to Create a CDP Private Cloud Base Development Cluster
Walk through the installation process for CDP Private Cloud Base (trial version).
Create a Simple Web Application using Cloudera Operational Database
Use Cloudera Operational Database (COD) and Machine Learning (CML) to create a simple web application.
Processing DICOM Files with Spark on CDP
Use Cloudera Data Engineering (CDE) on Cloudera Data Platform (CDP) to transform the DICOM files produced by an MRI into PNG images.
Using NVIDIA RAPIDS to Accelerate AI Training in CDP Hybrid Cloud
Explore how you can leverage NVIDIA's RAPIDS framework using Cloudera Machine Learning (CML), on the Cloudera Data Platform (CDP).
EVENTS
Past Virtual Meetups
Watch recordings of some of our recent "virtual meetups" held by one of our Future of Data network of local meetup groups via YouTube to see why more than 49,000 of the world's data practitioners choose to work with Cloudera products and services.
- Hello, Spark! An introduction to Apache Spark using PySpark in the Cloud
Boston, MA (and Silicon Valley) — 9 June 2022 - Predicting this year's NBA Champion using scikit learn and Applied ML Prototypes
Austin, TX — 25 May 2022 - Using Apache Iceberg for multi-function analytics in the cloud
Harrisburg, PA — 24 March 2022 - What's New in Hue? Latest Features, Capabilities and Innovations
Harrisburg, PA — 19 January 2022
CDP TECHNICAL BLOGS
Switching from CPUs to GPUs for NYC Taxi Fare Predictions with NVIDIA RAPIDS
By Jacob Bengtson
This blog demonstrates how easy it is to adapt a script built with popular CPU based Python libraries, like Pandas and Scikitlearn, to instead run with GPU based Python libraries, like cuDF and cuML.
Next Stop – Predicting on Data with Cloudera Machine Learning
By Robert Hryniewicz
This blog series follows the manufacturing and operations data lifecycle stages (Predictive Analytics) of an electric car manufacturer - typically experienced in large, data-driven manufacturing companies.
Next Stop - Building a Data Pipeline from Edge to Insight
By Tui Leauanae and Nicolas Pelaez
This blog series follows the manufacturing, operations and sales data for a connected vehicle manufacturer as the data goes through stages and transformations typically experienced in a large manufacturing company on the leading edge of current technology.
Digital Transformation is a Data Journey From Edge to Insight
By Tui Leauanae, David LeGrand, and Nicolas Pelaez
This is the first in a six-part blog series that outlines the data journey from edge to AI and the business value data produces along the journey. The data journey is not linear, but it is an infinite loop data lifecycle – initiating at the edge, weaving through a data platform, and resulting in business imperative insights applied to real business-critical problems that result in new data-led initiatives.
COMMUNITY
Explore the Cloudera Community
Join the Cloudera Community and connect with more than 69,000 of your peers, discussing more than 18,000 solutions.
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.
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".
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.
CLOUDERA EDUCATIONAL SERVICES
CDP training
Hone your big data skills with the world’s leading experts through Cloudera Educational Services’ curriculum.
PROFESSIONAL SERVICES
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.
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.
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.
SmartHealth: Platform health check for optimal performance
Ensure peak performance with comprehensive platform deployment and use case implementation health check.
DOCUMENTATION
Central repository for technical content on all Cloudera products.
Find guides, quick starts, manuals, and best practices broken down by product and by task.