Postgraduate certificate Data Intensive Architectures and Systems in Data Science

In the 1970s, the rational model became very popular as it offered a solution to representing information in the data systems of that time. Since then, new tools and technologies have been developed to adapt to hardware and solve the problem of processing large amounts of data. This program will study the technologies and tools available on the market and will establish decision criteria for students to choose the one that best suits company needs.

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 faculty of information technology”

Introduction to the Program

Combine technical and business processes to use the best tools for massive data processing”

This Postgraduate certificate program will show students the tools and technologies that have been developed to date for massive data processing. For this purpose, the main components of a system designed to deal with big data will be examined.

At the end of the program, computer engineers interested in this field will have acquired criteria that will help them identify the programs best suited to company needs. Likewise, they will be able to evaluate which widely used applications implement the fundamentals of distributed systems to design their own programs, resulting in an improvement to their professional profile.

The entire program is comprised of a series of case studies that will help computer engineers who are looking to advance their careers and challenge themselves to achieve excellence.

Analyze the best way to store and retrieve information in massive databases”

This Postgraduate certificate in Data Intensive Architectures and Systems in Data Science contains the most complete and up-to-date academic program on the market. The most important features of the program include:

Practical cases studies are presented by experts in Engineering in data analysis
The graphic, schematic, and eminently practical contents with which they are created, provide scientific and practical information on the disciplines that are essential for professional practice
Practical exercises where self-assessment can be used to improve learning
Its special emphasis on innovative methodologies
Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments
Content that is accessible from any fixed or portable device with an Internet connection

Evaluate which widely used applications implement the fundamentals of distributed systems and design a new and innovative system”

The program’s teaching staff includes professionals from the sector who contribute their work experience to this training program, as well as renowned specialists from leading societies and prestigious universities.

The multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide immersive training programmed to train in real situations.

The design of this program focuses on Problem-Based Learning, which means the student must try to solve the different real-life situations of that arise throughout the academic program. You will be assisted by an innovative, interactive video system made by renowned experts with extensive experience in Data Intensive Architectures and Systems in Data Science.

Analyze the key functionalities for distributed systems and their importance in different types of systems"

Learn how to identify data encoding formats on this 100% online program"

Syllabus

The program's modules are intended to provide a theoretical and practical perspective that will help students learn about the available technologies and tools on the market, examining the various components of systems that have been designed to work with big data. This will become an excellent opportunity to evaluate the use given to these programs in order to subsequently design one of their own. Consequently, the objectives of the program to train professional, integral and prestigious engineers will be fulfilled.

With this Postgraduate certificate you will discover a wide range of possibilities when designing your own system”

Module 1. Architecture and Systems for Intensive Use of Data

1.1. Non-Functional Requirements. Pillars of Big Data Applications

1.1.1. Reliability
1.1.2. Adaptation
1.1.3. Maintainability

1.2. Data Models

1.2.1. Relational Model
1.2.2. Document Model
1.2.3. Graph Type Data Model

1.3. Databases. Storage Management and Data Recovery

1.3.1. Hash Indexes
1.3.2. Structured Log Storage
1.3.3. Trees B

1.4. Data Coding Formats

1.4.1. Language-Specific Formats
1.4.2. Standardized Formats
1.4.3. Binary Coding Formats
1.4.4. Data Stream Between Processes

1.5. Replication

1.5.1. Objectives of Replication
1.5.2. Replication Models
1.5.3. Problems with Replication

1.6. Distributed Transactions

1.6.1. Transaction
1.6.2. Distributed Transactions Protocols
1.6.3. Serializable Transactions

1.7. Partitions

1.7.1. Forms of Partitioning
1.7.2. Secondary Index Interaction and Partitioning
1.7.3. Partition Rebalancing

1.8. Processing of Offline Data

1.8.1. Batch Processing
1.8.2. Distributed File Systems
1.8.3. MapReduce

1.9. Data Processing in Real Time

1.9.1. Types of Message Broker
1.9.2. Representation of Databases as Data Streams
1.9.3. Data Stream Processing

1.10. Practical Applications in Business

1.10.1. Consistency in Readings
1.10.2. Holistic Focus of Data
1.10.3. Scaling of a Distributed Service

With this program you will achieve all your professional and personal goals in a field of great international demand”

Postgraduate Certificate in Data Intensive Architectures and Systems in Data Science

The era of Big Data has led to the need to develop efficient solutions for handling and processing large volumes of data. In this context, data intensive architecture and systems have become a necessity for Data Science professionals. These systems enable users to access and manipulate large amounts of data in real time, resulting in faster and more efficient processing. To master their management and grow professionally in this field, the Postgraduate Certificate in Data Intensive Architectures and Systems in Data Science has been created, developed for you to acquire the necessary skills to design, implement and manage architectures and systems that enable effective data processing. All this, 100% online and without leaving your home.

Study with the most up-to-date teaching materials

Do you want to specialize in the management of architectures and systems for intensive use of data? The Postgraduate Certificate in Data Intensive Architectures and Systems in Data Science has been developed for you! You will delve, through it, into the intricacies of replication and real-time data processing, detecting its applications in the business environment. It is, therefore, an excellent opportunity to develop as a professional under the guidance of highly prestigious teachers in this field.