This course provides an in-depth introduction to Cloudera's Shared Data Experience (SDX) and the Cloudera Data Platform (CDP). It covers topics ranging from provisioning workspaces in Cloudera Machine Learning and getting started with Cloudera Data Engineering on CDP to operational database with HBase on Data Hub and automating deployment of Apache Spark jobs in Cloudera Data Engineering. Other topics covered include data hub, advanced options, creating & deploying models with Cloudera Machine Learning, validating Jet Engine predictive models using Cloudera Machine Learning, data exploration & reporting with Cloudera Data Warehouse, collecting data using NiFi & Kafka on CDP Public Cloud, building automated ML pipelines in Cloudera Machine Learning, and using NVIDIA RAPIDS to accelerate AI training in CDP Hybrid Cloud. This course will also take you through a day in the life of a CDP admin, ABAC configuration, and how to create a CDP Private Cloud Base (Trial) Development Cluster.
Overview
Syllabus
What is Cloudera's Shared Data Experience (SDX)?.
Cloudera Data Hub - What You Should Know.
Cloudera Data Warehouse - What You Should Know.
Cloudera Machine Learning - What You Should Know.
How CDP is Secure by Design.
From 0 to Query with Cloudera Data Warehouse in CDP.
Provisioning Workspaces in Cloudera Machine Learning.
Data Hub - How to Make a Cluster.
Data Hub - Advanced Options.
Data Engineering with Data Hub on CDP.
How to use Experiments in Cloudera Machine Learning.
Day in the Life of a Cloudera Data Platform Admin.
How to use ABAC in CDP.
How to use Column Masking and Row Filtering in CDP.
How to use ABAC Part 2 - Column Masking and Inheritance.
Streams Messaging Manager with Data Hub on CDP.
How to connect Nifi to Kafka in Data Hub on CDP.
Onboarding Enterprise Users to Cloudera Data Platform.
Operational Database with HBase on Data Hub in CDP.
Updated Cloudera Manager Tour.
Cloudera Data Platform - Data Hub.
Cloudera Data Platform - Data Warehouse.
Cloudera Data Platform - Machine Learning.
Cloudera Data Platform - SDX.
Populating HBase Using NiFi and Kafka.
Getting Started with Cloudera Data Engineering on CDP.
Automated Deployment of Apache Spark Jobs in Cloudera Data Engineering.
Faster Application Development with Cloudera Operational Database (COD) Demo Highlight.
Creating and Deploying Models with Cloudera Machine Learning.
Validating Jet Engine Predictive Models Using Cloudera Machine Learning.
Data Exploration & Reporting with Cloudera Data Warehouse.
Accelerate Application Development with the Operational Database Demo Highlight.
Collecting Data Using NiFi and Kafka on CDP Public Cloud.
Data Enrichment Using Cloudera Data Engineering.
Exploring Data & Dashboard Creation on CDP Public Cloud.
Building Automated ML Pipelines in Cloudera Machine Learning.
Accelerating Spark with NVIDIA GPUs on Cloudera Data Platform.
Accelerating AI Training Using GPUs on Cloudera Machine Learning.
Using NVIDIA RAPIDS to Accelerate AI Training in CDP Hybrid Cloud.
Processing DICOM Files With Spark on CDP Hybrid Cloud.
Developing a Basic Web Application using an Operational DB on CDP.
Create a CDP Private Cloud Base (Trial) Development Cluster.
Taught by
Cloudera, Inc.
