Postgraduate certificate Big Data systems and Hadoop ecosystem for its Exploitation

Within the framework of Industry 4.0 or what is known as "smart factories", the trend to automate processes and data exchange is on the rise. This is where Big Data or macro data comes in, as a fundamental element in the framework of this fourth industrial revolution. Therefore, people capable of understanding and determining which is the most appropriate system to perform the work and manage the entire ecosystem for its proper use are needed. That is why it is important to specialize and keep up-to-date as a professional or entrepreneur, with this program oriented to understand how the Big Data System and Hadoop Ecosystem works for its Exploitation from a 100% online study environment and led by experts who will accompany you throughout the journey.

University certificate

duration

6 weeks

Modality

Online

Schedule

At your own pace

Exams

Online

start date

Credits

6 ECTS

financing up to

3 months

Price(first year)

See price

The world's largest school of business”

Syllabus

The Postgraduate certificate in Big Data systems and Hadoop ecosystem for its Exploitation, perfectly covers all the needs and professional requirements that the sector demands. Always thinking about the development of its students, TECH has created this program with the help of an excellent group of experts who will show, in a practical and dynamic way, the advantages of the most implemented and effective systems for data management and its different tools in only 150 hours of study or 6 weeks.

Delve into the most widely used Apache systems for both batch processing with Apache Hadoop and real-time with Apache Spark"

Syllabus

Big data is fundamental in the framework of the fourth industrial revolution, in economic growth and development for countries and organizations that achieve an effective use of data, where the main challenge is the development of software and analytical systems that convert the data generated by smart factories into useful and valuable information that generates added value.

This program seeks to make the professional more efficient by being able to improve the administration and management of data that is generated second by second in your company or business, and that give signals of how processes should be oriented or generate new strategies that respond to the requirements of the market and the environment.

Due to its importance, the syllabus has been distributed in 6 weeks or 150 hours for an online teaching, through an innovative relearning methodology based on the reiteration of the key concepts of the syllabus, making available to the student the information in different interactive formats available from any device with internet connection and with the possibility of downloading it for consultation when required.

The Postgraduate certificate in Big Data System and Hadoop Ecosystem for its Exploitation, addresses both the fundamental pieces of Big Data systems. As the most used Apache systems, for batch processing with Apache Hadoop, as well as in real time with Apache Spark. From the functional point of view, as well as in the theoretical support through MapReduce, linking with the learning systems through the use of Apache Mahout.

This Postgraduate certificate takes place over 6 weeks and it consists of 1 module:

Module 1. Big Data systems and Hadoop ecosystem for its Exploitation

Where, When and How is it Taught?

TECH offers the possibility of developing this Postgraduate certificate in Big Data System and Hadoop Ecosystem for its Exploitation completely online. During the 6 weeks that the specialization program lasts, the student will be able to access all the contents of this program at any time, which will allow them to manage their own study time.

Module 1. Big Data systems and Hadoop ecosystem for its Exploitation

1.1. Massive data systems

1.1.1. Scales
1.1.2. Reliability
1.1.3. Maintainability

1.2. Data Representation

1.2.1. Evolution of Data Models
1.2.2. Comparison of the relational model with the document model
1.2.3. Network Model

1.3. Data Storage and Retrieval Engines

1.3.1. Storage in file with log structure
1.3.2. Storage in tables of sorted strings
1.3.3. Trees B

1.4. Data flow models and coding formats

1.4.1. Data Flow in REST Services
1.4.2. Data Flow in Message Passing
1.4.3. Different message sending formats

1.5. Replication

1.5.1. CAP Theorem
1.5.2. Consistency Models
1.5.3. Different models of leaders and followers

1.6. Distributed Transactions

1.6.1. Atomic Operations
1.6.2. Distributed transactions for partitioned databases
1.6.3. Serialisability

1.7. Partitions

1.7.1. Types of Partitions.
1.7.2. Indexes in Partitions.
1.7.3. Partition Rebalancing

1.8. Big-Data Analysis: Hadoop

1.8.1. Architecture and data flow
1.8.2. The HDFS System
1.8.3. The MapReduce framework
1.8.4. Data Processing: HDFS, MapReduce and YARN

1.9. Big-Data analysis tools on Hadoop

1.9.1. The Hadoop ecosystem
1.9.2. A language for Big-Data analysis: Pig
1.9.3. Massive data Capture: Flume
1.9.4. Beyond HDFS and MapReduce: Hive

1.10. Big Data and Machine Learning: Spark

1.10.1. Limitations to the Hadoop model
1.10.2. Architecture and data flow
1.10.3. Data processing in Spark: operations with RDDs
1.10.4. Machine learning with Spark and Mahout

Perform more comprehensive and accurate analysis for your company with the right Bid data system. Learn which are the most powerful in this Postgraduate certificate"

Teaching Objectives

This Postgraduate certificate has been created with the objective of providing specialization to any professional or entrepreneur who requires the use of new systems for the management and control of massive data for the proper functioning of the processes of their work environment. TECH, guaranteeing a high professional level, has synthesized the best contents on Big Data System and Hadoop Ecosystem for its Exploitation, in a syllabus chosen by expert teachers. Who will teach their experiences through a virtual campus for the convenience of the student providing value for the achievement of their goals.

With this Postgraduate certificate you will learn about the different options, as well as the advantages and disadvantages of big data systems"

TECH makes the goals of their students their own goals too.
Working together to achieve them.

The Postgraduate certificate in Big Data System and Hadoop Ecosystem for its Exploitation will enable the student to:

Analyze systems that work with big data
Establish the essential qualities of distributed systems
Examine different models, forms of storage and retrieval of data
Develop the fundamental concepts in distributed data systems
Present the structure of Hadoop, the data flow for Big data analysis and the most commonly used tools
Determine big data analysis processes in Hadoop
Determine the limitations of the Hadoop model and introduce new tools such as Spark
Introduce specific tools used in Spark
Evaluating the relational model and NoSQL models
Analyze each of the CAP theorem concepts in detail
Adequately present the information, using the power of languages to synthesize the conclusions of the analysis in an explanatory way
Evaluate, in broad terms, some of the most widely used technological solutions in use today

Postgraduate Certificate in Big Data System and Hadoop Ecosystem for its Exploitation

Big Data has become a key factor for business competitiveness and strategic decision making. In the digital era, the ability to manage and analyze large volumes of data is crucial for business success. With our Postgraduate Certificate in Big Data System and Hadoop Ecosystem for its Exploitation, you will acquire the necessary skills to take full advantage of the potential of Big Data and turn it into valuable information for strategic decision making. Our program is taught online, which allows you to study from anywhere and adapt the classes to your own schedule. During 1 to 3 months, you will have access to interactive online classes, cutting-edge didactic material and real practices that will allow you to apply your knowledge in Big Data environments. You will also have the support of our subject matter experts, who will guide you through every step of the learning process.

Take advantage of the potential of Big Data.

In this program, you will dive into the world of Big Data and learn how to use the Hadoop ecosystem, one of the most powerful tools for processing and analyzing large volumes of data. You will master the techniques for storing, processing and visualizing large-scale data, and you will discover how to extract relevant information and obtain meaningful insights for decision making. You will also explore current trends in the field of Big Data, such as machine learning and artificial intelligence. Upon completion of this program, you will become a skilled professional in the management and exploitation of Big Data. You will gain the necessary skills to face the challenges of processing large volumes of data, you will develop competencies in the design and implementation of Big Data solutions and you will be prepared to face the challenges of the digital era. Enroll and take control of the power of Big Data in your professional career.