Big Data - I (Online Courses)
Elevate your career trajectory with our premier online course, designed to sharpen your competitive edge. Explore our curated selection of top-tier digital programs to hone your skills and propel your professional journey forward. Experience transformative learning tailored to empower your career advancement in today's dynamic landscape.
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This Course Includes
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63 hours 40 minutesof self-paced video lessons -
66 Programscrafting your path to success -
Completion Certificateawarded on course completion
Access Data through the Java Client API
Price on Request
1 hour 20 minutes
Apache HBase is written in Java and therefore there are multiple ways to access HBase using various clients. Explore various tasks using the shell and Java client API, including reading and writing data and updating and deleting.
Perks of Course
Certificate: Yes
CPD Points: 80
Compliance Standards: AICC
Access Data through the Shell
Price on Request
30 minutes
Apache HBase is written in Java and therefore there are multiple ways to access HBase using various clients. Explore various tasks using the shell and Java client API.
Perks of Course
Certificate: Yes
CPD Points: 31
Compliance Standards: AICC
Alerts & Capacity Planning
Price on Request
30 minutes
Splunk administrative tasks include creating and managing alerts and planning server capacity. Discover how to set up alerts and consider performance, storage, and deployment.
Perks of Course
Certificate: Yes
CPD Points: 31
Compliance Standards: AICC
Analyzing, Querying, & Extracting Big Data
Price on Request
1 hour 25 minutes
IBM BigInsights allows organizations to manage and analyze big data from various sources. Discover how to analyze data using BigSheets, Big SQL, BigInsights Text Analytics, and Big R.
Perks of Course
Certificate: Yes
CPD Points: 86
Compliance Standards: AICC
Apache HBase Fundamentals: Installation, Architecture, and Data Modeling
Price on Request
45 minutes
In a column-oriented database, column data is stored together using column families rather than in a row. Explore the HBase architecture and data modeling designs.
Perks of Course
Certificate: Yes
CPD Points: 45
Compliance Standards: AICC
Apache Spark SQL
Price on Request
1 hour
Apache Spark SQL is used for structured data processing in Spark. Explore features of Spark SQL such as SparkSessions, DataFrames, and Datasets.
Perks of Course
Certificate: Yes
CPD Points: 60
Compliance Standards: AICC
Architecture & Features
Price on Request
30 minutes
IBM BigInsights Apache Hadoop provides businesses the ability to gain insight into data and ways to effectively manage and analyze big data. Examine the architecture and features of IBM BigInsights Hadoop.
Perks of Course
Certificate: Yes
CPD Points: 32
Compliance Standards: AICC
Architecture & Installation
Price on Request
1 hour 10 minutes
Apache Storm is a fast, scalable, open source distribution system that drives real-time computations, making it easy to reliably process unbounded streams of data. Discover Storm, its components, and what it can do for you.
Perks of Course
Certificate: Yes
CPD Points: 71
Compliance Standards: AICC
Architecture & Installation
Price on Request
45 minutes
Apache Cassandra is designed to meet a scaling challenge that traditional database management systems aren't capable of handling. Explore the Cassandra architecture and how to install Cassandra.
Perks of Course
Certificate: Yes
CPD Points: 43
Compliance Standards: AICC
Availability Configuration
Price on Request
50 minutes
To be useful, your Hadoop cluster must be available. Here we discuss and demonstrate high availability for HDFS NameNode and how to recover from failures.
Perks of Course
Certificate: Yes
CPD Points: 51
Compliance Standards: AICC
Balancing, Backup, & Upgrades
Price on Request
1 hour
Hadoop is a framework for running applications on large clusters of commodity hardware. Discover how to balance a Hadoop cluster, manage jobs, and perform backup and recovery for HDFS.
Perks of Course
Certificate: Yes
CPD Points: 61
Compliance Standards: AICC
Big Data Sales Perspective
Price on Request
1 hour 30 minutes
Big data allows salespeople to adopt data-driven methodologies to target high-value prospects. Explore the differences between big data and data science, including different algorithms and technology accelerators.
Perks of Course
Certificate: Yes
CPD Points: 34
Compliance Standards: AICC
BigInsights Fundamentals
Price on Request
40 minutes
IBM BigInsights Apache Hadoop combines the open-source Hadoop framework with enterprise-grade capabilities. Explore the fundamentals of IBM BigInsights Apache Hadoop, including its components, features, benefits, and capabilities.
Perks of Course
Certificate: Yes
CPD Points: 41
Compliance Standards: AICC
Capacity Management
Price on Request
1 hour 40 minutes
Apache Hadoop is an open-source software framework for storage and large-scale processing of datasets on clusters of commodity hardware. Explore resource management through scheduling, the Fair Scheduler tool, and how to plan for scaling.
Perks of Course
Certificate: Yes
CPD Points: 98
Compliance Standards: AICC
Capacity Management Strategies
Price on Request
25 minutes
Apache Hadoop is an open-source software framework for storage and large-scale processing of datasets on clusters of commodity hardware. Explore capacity management of Hadoop clusters, including strategies and schedulers.
Perks of Course
Certificate: Yes
CPD Points: 27
Compliance Standards: AICC
Cloudera Manager & Hadoop Clusters
Price on Request
55 minutes
Cloudera Manager is a simple automated customizable management tool for Hadoop clusters. Explore web consoles for Cloudera Manager, cluster management tools, and cluster deployment.
Perks of Course
Certificate: Yes
CPD Points: 55
Compliance Standards: AICC
Cloudera Manager Administration
Price on Request
1 hour 5 minutes
Cloudera Manager is a simple automated customizable management tool for Hadoop clusters. Discover Cloudera Manager administration, including cluster management, services, and resource management.
Perks of Course
Certificate: Yes
CPD Points: 64
Compliance Standards: AICC
Cloudera Manager Tools & Configuration
Price on Request
1 hour 30 minutes
Cloudera Manager is a simple automated customizable management tool for Hadoop clusters. Discover Cloudera Manager tools and configuration, including performance tweaking, Impala, Sentry, Hive, Hue with MySQL, and Oozie workflows.
Perks of Course
Certificate: Yes
CPD Points: 112
Compliance Standards: AICC
Cluster Administration
Price on Request
1 hour 5 minutes
Hadoop is a framework for running applications on large clusters of commodity hardware. Discover HDFS administration, quotas, DataNodes, HDFS scaling, and more.
Perks of Course
Certificate: Yes
CPD Points: 67
Compliance Standards: AICC
Cluster Architecture Configuration
Price on Request
55 minutes
To deploy a Hadoop Cluster, you must ensure networks, disks, and hosts are configured correctly. Explore the Hadoop cluster architecture, learn how to start, stop, & configure Hadoop clusters, and configure logging & MySQL databases.
Perks of Course
Certificate: Yes
CPD Points: 57
Compliance Standards: AICC
Cluster Availability
Price on Request
1 hour 5 minutes
Nothing is more important than having your Hadoop cluster available for use. Discover how Hadoop leverages fault tolerance, and explore a number of the reliability features that have been designed into Hadoop.
Perks of Course
Certificate: Yes
CPD Points: 66
Compliance Standards: AICC
Cluster Deployment
Price on Request
1 hour 5 minutes
To deploy a Hadoop Cluster, you must ensure networks, disks, and hosts are configured correctly. Learn how to set up of some of the common open-source software used to create and deploy a Hadoop ecosystem.
Perks of Course
Certificate: Yes
CPD Points: 64
Compliance Standards: AICC
Cluster Deployment Planning
Price on Request
40 minutes
Let's take a look at Hadoop cluster deployment, including planning a deployment and how to avoid or overcome deployment problems.
Perks of Course
Certificate: Yes
CPD Points: 38
Compliance Standards: AICC
Cluster Deployment Tools & Images
Price on Request
45 minutes
To deploy a Hadoop Cluster, you must ensure networks, disks, and hosts are configured correctly. Examine the configuration management tools, learn how to create configuration items, and set up a CM environment.
Perks of Course
Certificate: Yes
CPD Points: 47
Compliance Standards: AICC
Cluster Performance Tuning
Price on Request
1 hour 15 minutes
Hadoop can scale up from single servers to thousands of machines, each offering local computation and storage. Examine tune up options, best practices for performance tuning, HDFS, YARN and MapReduce.
Perks of Course
Certificate: Yes
CPD Points: 77
Compliance Standards: AICC
Clusters
Price on Request
50 minutes
Clusters are used to store and analyze large volumes of data in a distributed computer environment. Explore the best practices to follow when implementing clusters in Hadoop.
Perks of Course
Certificate: Yes
CPD Points: 48
Compliance Standards: AICC
Configuration & Troubleshooting
Price on Request
1 hour 20 minutes
RabbitMQ provides tools and plugins to monitor, debug, and troubleshoot message handling from the producer through to the consumer. discover how to configure and troubleshoot RabbitMQ queues.
Perks of Course
Certificate: Yes
CPD Points: 80
Compliance Standards: AICC
Configuration & Troubleshooting
Price on Request
35 minutes
After installation, there are tasks you need to perform before using Hadoop. Learn how to first use HDFS, WordCount, & Web UIs, perform configuration changes, and troubleshoot installation errors.
Perks of Course
Certificate: Yes
CPD Points: 35
Compliance Standards: AICC
Dashboards
Price on Request
45 minutes
When monitoring performance, it is helpful to be able to view service performance at a glance. Learn how to build customized dashboards to facilitate at-a-glance performance monitoring.
Perks of Course
Certificate: Yes
CPD Points: 47
Compliance Standards: AICC
Data Analysis
Price on Request
1 hour
Discover the basic concepts of data analysis with Splunk, including installation and configuration, and explore Splunk functionality, such as searching, reporting, and data visualization.
Perks of Course
Certificate: Yes
CPD Points: 62
Compliance Standards: AICC
Data Factory with Hive
Price on Request
1 hour
Hive is a SQL-like tool for interfacing with Hadoop. Learn how to install and configure Hive, and how to use basic SQL commands in Hive to access and manipulate data.
Perks of Course
Certificate: Yes
CPD Points: 61
Compliance Standards: AICC
Data Factory with Hue
Price on Request
30 minutes
Hue is an easy-to-use web UI to interface to HTFS, MapReduce, Hive, Pig, & Oozie. Learn how to install, configure, & use Hue to work with Hadoop components.
Perks of Course
Certificate: Yes
CPD Points: 31
Compliance Standards: AICC
Data Factory with Oozie
Price on Request
55 minutes
Oozie is a workflow tool for coordinating other components of the Hadoop ecosystem. Learn how to install, configure, & use Oozie to create and run workflows.
Perks of Course
Certificate: Yes
CPD Points: 55
Compliance Standards: AICC
Data Factory with Pig
Price on Request
45 minutes
Pig is a data flow language for interfacing with Hadoop to extract, transform, and load data. Learn how to install & configure Pig, and use the command line to write and execute Pig scripts.
Perks of Course
Certificate: Yes
CPD Points: 47
Compliance Standards: AICC
Data Flow for the Hadoop Ecosystem
Price on Request
1 hour
Data must move into and through Hadoop for it to function. Here we look at Hadoop and the data life cycle management, and use Sqoop and Hive to flow data.
Perks of Course
Certificate: Yes
CPD Points: 59
Compliance Standards: AICC
Data Mapping
Price on Request
1 hour 15 minutes
Talend has several tools that make it a powerful and cost-effective suite. Explore data operations in Talend, including data mapping, aggregation, and processing, and normalizing/denormalizing data.
Perks of Course
Certificate: Yes
CPD Points: 73
Compliance Standards: AICC
Data Migration & EMR
Price on Request
1 hour 10 minutes
Discover how to use the AWS command line interface, examine AWS Elastic MapReduce (EMR), learn how to set up an EMR cluster, and explore the various ways to run EMR jobs.
Perks of Course
Certificate: Yes
CPD Points: 71
Compliance Standards: AICC
Data Models & Pivot Reports
Price on Request
20 minutes
Splunk can generate reports, graphs and dashboards to get an overview of your log data. Discover how to generate reports and visualize your data.
Perks of Course
Certificate: Yes
CPD Points: 20
Compliance Standards: AICC
Data Refinery with MapReduce
Price on Request
55 minutes
MapReduce is a set of classes, which abstract away the complexity of parallel processing. Learn how MapReduce can take a single compute job and run it in our super computing platform.
Perks of Course
Certificate: Yes
CPD Points: 54
Compliance Standards: AICC
Data Refinery with YARN
Price on Request
25 minutes
YARN is a parallel processing framework that provides the resources for data computations. Explore the theory of parallel processing and the architecture of the YARN framework.
Perks of Course
Certificate: Yes
CPD Points: 23
Compliance Standards: AICC
Data Repository with Flume
Price on Request
45 minutes
Flume is tool for dealing with extraction and loading of unstructured data. Learn about the theory of Flume, its functional parts, and how to install Flume for use.
Perks of Course
Certificate: Yes
CPD Points: 47
Compliance Standards: AICC
Data Repository with HDFS & HBase
Price on Request
1 hour
It is vital you understand the Hadoop Distributed File System (HDFS). Explore the server architecture, and learn about the command line interface and common HDFS administration issues facing all end users.
Perks of Course
Certificate: Yes
CPD Points: 60
Compliance Standards: AICC
Data Repository with Sqoop
Price on Request
1 hour 10 minutes
Sqoop is a tool for transferring structured data between Hadoop and a RDBMS. Explore the architecture and installation of Sqoop, how to perform imports and exports, Hive SQL statements, and more.
Perks of Course
Certificate: Yes
CPD Points: 71
Compliance Standards: AICC
Data Warehouse Essential: Architecture Frameworks & Implementation
Price on Request
1 hour
Examine architectures of data warehouse implementations, including logical and physical design. How to effectively implement and manage data warehousing projects is also covered.
Perks of Course
Certificate: Yes
CPD Points: 61
Compliance Standards: AICC
Data Warehouse Essential: Concepts
Price on Request
1 hour 45 minutes
Discover the fundamentals of data warehousing and the approaches of implementing it. Explore Data Warehouse planning, processes, schemes, and terms. You will also examine global and local Data Warehouses as well as comparing Data Warehouses with RDBMS and Data Lake.
Perks of Course
Certificate: Yes
CPD Points: 103
Compliance Standards: AICC
Data Warehousing with Azure: Analytics & Reporting
Price on Request
45 minutes
Discover how to use Azure Analysis Services and Power BI to prepare reports that can be used to analyze data in SQL Data Warehouse and Azure Data Lake.
Perks of Course
Certificate: Yes
CPD Points: 44
Compliance Standards: AICC
Data Warehousing with Azure: Architecture & Modeling Techniques
Price on Request
1 hour 15 minutes
Explore the fundamentals of data warehousing and the essential architectures and components being implemented to manage data.
Perks of Course
Certificate: Yes
CPD Points: 77
Compliance Standards: AICC
Data Warehousing with Azure: Data Lake Implementation Using Azure
Price on Request
1 hour
Explore the fundamentals of data lakes and approaches for building and using data lakes. How to build and use an Azure Data Lake using Gen1 and Gen2 implementation approaches is also covered.
Perks of Course
Certificate: Yes
CPD Points: 58
Compliance Standards: AICC
Data Warehousing with Azure: Implementing Azure SQL Data Warehouse
Price on Request
1 hour 5 minutes
Explore the practical implementation of Azure SQL Data Warehouse. Examine how to design, model, and apply ELT approaches of extracting loads and transforming data.
Perks of Course
Certificate: Yes
CPD Points: 67
Compliance Standards: AICC
Data Warehousing with Azure: Managing Azure Data Lake
Price on Request
1 hour
Explore the advanced features of Azure Data Lakes with additional focus on managing various scenarios of data ingestion. Securing and tuning an Azure Data Lake for performance enhancement is also covered.
Perks of Course
Certificate: Yes
CPD Points: 59
Compliance Standards: AICC
Data Warehousing with Azure: Working with SQL Data Warehouse Objects
Price on Request
1 hour 25 minutes
Explore how to create and utilize SQL Data Warehouse objects and work with T-SQL to implement tables of diversified categories.
Perks of Course
Certificate: Yes
CPD Points: 86
Compliance Standards: AICC
Deployment, Configuration, & Concepts
Price on Request
1 hour 25 minutes
Apache Storm is fast, scalable, and can be used with any programming language. Explore Storm integration with ZooKeeper and the Storm Trident Architecture and how they are used with Storm model.
Perks of Course
Certificate: Yes
CPD Points: 87
Compliance Standards: AICC
Designing Clusters
Price on Request
30 minutes
Hadoop is a framework providing fast and reliable analysis of large data sets. Introduce yourself to supercomputing, and explore the design principles of using Hadoop as a supercomputing platform.
Perks of Course
Certificate: Yes
CPD Points: 32
Compliance Standards: AICC
EAI Patterns: EAI Fundamentals & Environment Setup
Price on Request
1 hour 5 minutes
How do you get enterprise applications to work together This course explores application integration challenges and enterprise server bus features that distribute tasks among connected components. You will begin by identifying key Apache ServiceMix characteristics. Next, explore the benefits of Enterprise Integration Patterns (EIP) that help resolve various integration issues. From there, you can move on to discover pattern categories, such as endpoint, message construction, routing, transformation, and message endpoint. Other topics include how to how to install ServiceMix, work with the console, and implement an integration via Camel route. You'll also examine the role of EIP asynchronous messaging. Conclude by learning how to install and configure Kafka, and integrate it with Camel.
Perks of Course
Certificate: Yes
CPD Points: 66
Compliance Standards: AICC
EAI Patterns: Language & Transformation Patterns
Price on Request
1 hour 35 minutes
Explore the world of Enterprise Application Integration (EAI) patterns and how they are used to build build end-to-end integration products. In this course, you will start with identifying the common messaging channels that used in pattern implementation. Next you will learn how to configure message channels and implement message queues with Kafka. Consider message features and variations used to build EAI patterns. Examine types of Kafka Application Programming Interfaces (APIs) used to manage messaging. Write a simple producer and consumer API with Kafka. Watch how to create source streams. See how to implement a content enricher, a content filter, and the Kafka Polling Consumer. Finally, review messaging protocols and consumer types.
Perks of Course
Certificate: Yes
CPD Points: 94
Compliance Standards: AICC
EAI Patterns: Message Routing Pattern Implementation
Price on Request
1 hour 5 minutes
Explore message routing patterns that manage message destination discovery and the characteristics of Content-Based Routing (CBR). During this course you will start, by identifying essential XPath elements, the syntax that defines parts of an XML document. Next, learn how to implement the XPath splitter pattern and CBR, using ServiceMix, Camel, and Kafka. Consider dynamic router benefits. Examine features of a recipient list that forward messages in a single transmission. Review use cases for splitter, aggregator, resequencer, route slip, and scatter-gather patterns. Finally, as an exercise, you will use Kafka to implement splitter, aggregator, and resequencer patterns.
Perks of Course
Certificate: Yes
CPD Points: 64
Compliance Standards: AICC
EAI Patterns: Overview of Apache Camel
Price on Request
45 minutes
Explore the basics of Apache Camel and how to implement EIP through various Camel features. During this course you will learn how to use Camel to manipulate and transfer from input endpoint to output endpoint. Next, study Camel Java Persistence Architecture (JPA) and Java Database Connectivity (JDBC) components, routing, and DSL syntax. Examine Camel advanced capabilities for auto-discovery and file operations. See how to use Camel to implement a sample EIP and a Wire Tap pattern. Finally, as a review exercise, you will install Camel, create a Camel project, and configure CamelContext with the JBoss Integrated Development Environment (IDE).
Perks of Course
Certificate: Yes
CPD Points: 43
Compliance Standards: AICC
Ecosystem & MapReduce
Price on Request
1 hour 30 minutes
Hadoop is a framework providing for distributed storage and processing of large data sets. Explore the Hadoop ecosystem and Java MapReduce.
Perks of Course
Certificate: Yes
CPD Points: 38
Compliance Standards: AICC
Ecosystem Components
Price on Request
35 minutes
Explore components for the Hadoop ecosystem and best practices for pseudo-mode implementation. Also, examine the administration tasks of troubleshooting classpath errors and creating complex configuration files.
Perks of Course
Certificate: Yes
CPD Points: 36
Compliance Standards: AICC
Ecosystem for Hadoop
Price on Request
30 minutes
Hadoop is a framework providing for distributed storage and processing of large data sets. Introduce yourself to a big data model and the Hadoop ecosystem.
Perks of Course
Certificate: Yes
CPD Points: 32
Compliance Standards: AICC
Engineering Perspectives
Price on Request
55 minutes
Big data is a term for data sets so large that traditional data processing applications can't be used to perform meaningful analysis. Explore some of the engineering challenges of big data and how some companies have discovered solutions.
Perks of Course
Certificate: Yes
CPD Points: 55
Compliance Standards: AICC
Exploring Storm Integration & Automation
Price on Request
1 hour 5 minutes
Storm makes it easy to integrate with other queuing and database systems. Discover how Storm integrates with Hadoop, JMX, Ganglia, Puppet, HBase, and Redis, as well as how to deploy the Storm architecture.
Perks of Course
Certificate: Yes
CPD Points: 63
Compliance Standards: AICC
Filters and Administration
Price on Request
1 hour
HBase can be managed using the Java client API and can also be integrated with MapReduce to maximize performance. Discover how to implement filters to limit the results returned from a scan operation.
Perks of Course
Certificate: Yes
CPD Points: 58
Compliance Standards: AICC
Fundamental Concepts
Price on Request
45 minutes
Splunk provides a means to collect and store log data in a collated and redundant data store facilitating searching and visualization. Explore various ways to get your data into Splunk.
Perks of Course
Certificate: Yes
CPD Points: 45
Compliance Standards: AICC
Fundamentals & Installation
Price on Request
40 minutes
Apache Hadoop is a set of algorithms for distributed storage and distributed processing of very large data sets. Get started with Hadoop by learning about big data, and how to install and use Hadoop.
Perks of Course
Certificate: Yes
CPD Points: 40
Compliance Standards: AICC
Ganglia & Metrics2
Price on Request
1 hour
Tuning Hadoop clusters is vital to improve cluster performance. Discover Ganglia functionality and Metrics2.
Perks of Course
Certificate: Yes
CPD Points: 60
Compliance Standards: AICC