Explore the comprehensive features and functionalities of Cloudera Data Platform (CDP) in this extensive 2.5-hour tutorial. Dive into Cloudera's Shared Data Experience (SDX), Data Hub, Data Warehouse, and Machine Learning components. Learn how to provision workspaces, create clusters, and implement security measures like ABAC, column masking, and row filtering. Discover data engineering techniques, experiment with Cloudera Machine Learning, and understand the day-to-day responsibilities of a CDP admin. Gain hands-on experience with Streams Messaging Manager, NiFi, Kafka, and HBase. Explore advanced topics such as automated Spark job deployment, predictive model validation, and data exploration using various CDP tools. Master the art of creating ML pipelines, accelerating AI training with NVIDIA GPUs, and developing web applications using Operational Databases. By the end of this tutorial, you'll have a comprehensive understanding of CDP's capabilities and how to leverage them for your data management and analysis needs.
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.
