Hands-on HADOOP Masterclass - Tame the Big Data!
Duration: 67.5 hours | Video: h264, 1280x720 | Audio: AAC, 44 KHz, 2 Ch | 28 GB
Genre: eLearning | Language: English + Sub | 525 Lectures
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Big Data, Hadoop, MapReduce, HDFS, HIVE, PIG, Mahout, NoSQL, Oozie, Flume, Storm, Avro, Spark, Sqoop, Cloudera and more
What you'll learn
Learn the concepts of Hadoop and Big Data
Learn in details the concepts of MapReduce, HDFS, HIVE, PIG
Learn Mahout, NoSQL, Oozie, Flume, Storm, Avro, Spark, Sqoop, Cloudera and more
Perform Data Analytics using Hadoop
Master the concepts of Hadoop framework
Get experience on different configurations of Hadoop cluster
Work with real-time projects using Hadoop
Requirements
Basic Computer Knowledge
Basic knowledge of Java and SQL will serve as an added advantage
No prior knowledge is required. The course starts from scratch and will go to an advanced level with different projects
There are no special skills needed to take this Hadoop course
Description
Learn from well crafted study materials on Big Data, Hadoop, MapReduce, HDFS, HIVE, PIG, Mahout, NoSQL, Oozie, Flume, Storm, Avro, Spark, Sqoop, Cloudera, Data Analysis, Survey Analysis, Data Management, Sales Analysis, salary Analysis, Traffic Analysis, Loan Analysis, Log Data Analysis, Youtube Data Analysis, Sensor Data Analysis. Learn by doing. Learn from hands-on examples of analyzing big data. Turn your Crafting ability which can be a mixed bag ranging from developers to data scientists using procedural languages in the Hadoop space. Discover and learn the fundamentals of Hadoop. Be a person comfortable in managing the development and deployment of Hadoop applications.
What is Big Data
Big data is a collection of large datasets which cannot be processed using the traditional techniques. Big data uses various tools and techniques to collect and process the data. Big data deals with all types of data including structured, semi-structured and unstructured data. Big data is used in various fields data like
Black box data
Social media data
Stock exchange data
Power Grid Data
Transport Data
Search Engine Data
Benefits of Big Data
Big data has become very important and it is emerging as one of the crucial technologies in today’s world. The benefits of big data are listed below
Big data can be used by the companies to know the effectiveness of their marketing campaigns, promotions and other advertising media
Big data helps the companies to plan their production
Using the information provided through Big data companies can deliver better and quick service to their customers
Big data helps in better decision making in the companies which will increase the operational efficiencies and reduces the risk of the business
Big data handles huge volume of data in real time and thus enables data privacy and security to a great extent
Challenges faced by Big Data
The major challenges of big data are as follows
Curation
Storage
Searching
Transfer
Analysis
Presentation
What is Hadoop
Hadoop is an open source software framework which is used for storing data of any type. It also helps in running applications on group of hardware. Hadoop has huge processing power and it can handle more number of tasks. Open source software here means it is free to download and use. But there are also commercial versions of Hadoop which is becoming available in the market. There are four basic components of Hadoop – Hadoop Common, Hadoop Distributed File System (HDFS), MapReduce and Yet Another Resource Negotiator (YARN).
Benefits of Hadoop Course
Hadoop is used by most of the organizations because of its ability to store and process huge amount of any type of data. The other benefits of Hadoop includes
Computing Power
Flexibility
Fault Tolerance
Low Cost
Scalability
Uses of Hadoop
Hadoop is used by many of the organization’s today because of its following uses
Low cost storage and active data archive
Staging area for a data warehouse and analytics store
Data lake
Sandbox for discovery and analysis
Recommendation Systems
Who is the target audience?
Software developers and Architects
Analytics Professionals
Anyone who is interested in pursuing his career in Big data analytics
Data Management Professionals
Business Intelligence Professionals
Testing Professionals
Data Scientists
Data analysts/developers
Anyone who wants to learn about application of Hadoop
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