Postgraduate certificate Data Intensive Architectures and Systems in Data Science

Years ago, the rational model became very popular because it offered a quick solution for presenting information from data systems. However, with the development of new technologies, more advanced systems have emerged that allow processing a greater amount of data. In this program, students will learn about both models to establish criteria that will help them choose the one that best suits the needs of the company.

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

This Postgraduate certificate has an online modality that will help to develop the competencies and skills necessary to analyze the functionalities of data interpretation systems. The students will be able to apply what they have learned almost immediately in their field of work, increasing, in turn, their opportunity to opt for an executive role.

It is time to learn from a new perspective. The online modality will be your ally to grow professionally”

Syllabus

The Postgraduate certificate in Data Intensive Architectures and Systems in Data Science of TECH Global University, will become a complete experience that will help students to generate specialized knowledge about the tools and strategies used in this field.

This will be approached from the perspective of a technology department director. Therefore, the students will develop critical thinking skills that will favor their entrepreneurial advancement.

For this reason, in each class, you will have the opportunity to assess which applications are widely used in the fundamentals of distributed systems in order to design new, ingenious and, above all, your own programs.

In this way, you will have acquired a criterion to discriminate between programs and functionalities, which in the long term will be an advantage when opting for a higher-level profile in the company.

By means of practical cases, students will have a much better understanding of the knowledge imparted. In turn, they will be encouraged to achieve excellence in the field of leadership and management of a technology department in a company. They will understand the needs of the business and be able to propose new and innovative strategies.

This Postgraduate certificate is developed over 6 week and is divided into 1 module:

Module 1. Data Intensive Systems and Architectures

Where, When and How is it Taught?

TECH offers the possibility of developing this Postgraduate certificate in Data Intensive Architectures and Systems in Data Science completely online. Over the course of 6 weeks, you will be able to access all the contents of this program at any time, allowing you to self-manage your study time.

Module 1. Data Intensive Systems and Architectures

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. Log Structured 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. Protocols for Distributed Transactions
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. Offline Data Processing

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

Learning and growing professionally has never been easier. This program is your best opportunity to aspire to that director position in your company”

Teaching Objectives

Under the premise of building a better professional profile for students, TECH has developed the most complete and updated program in the market. It also has a series of objectives that will set the guidelines for computer engineers at all times.

Develop your capabilities to lead and execute the implementation of data systems”

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

The Postgraduate certificate in Data Intensive Architectures and Systems in Data Science qualifies students to:

Determine the requirements for mass data usage systems
Examine different data models and analyze databases
Analyze the key functionalities for distributed systems and their importance in different types of systems
Assess which widely used applications use the fundamentals of distributed systems to design their systems
Analyze the way in which databases store and retrieve information
Understand the different replication models and associated issues
Develop ways of partitioning and distributed transactions
Assess batch systems and (near) real time systems

Postgradaute Certificate in Data Intensive Architectures and Systems in Data Science

Are you interested in learning how to handle large volumes of data to apply them in Data Science? Then this program is for you! TECH Global University offers a specialized program in Architectures and Systems for Data Intensive Use in Data Science, which gives you the opportunity to become an expert in the field. The online classes of this Postgraduate Certificate program allow you to study from anywhere and at any time, which means you won't have to worry about attending a physical classroom at a specific time. In addition, you will have access to the best digital resources, such as videos, discussion forums, and downloadable learning materials, allowing you to learn more efficiently and at your own pace.

Become an expert in handling large volumes of data with TECH's online classes.

The program offers relevant and up-to-date information on architectures and systems for handling large volumes of data, as well as their application in Data Science. You will learn how to design scalable architectures, handle distributed data, and work with technologies such as Hadoop, Spark, and Hive. We will also teach you how to use data analysis tools and techniques to find patterns, predict trends, and make informed decisions. As a graduate of the Data Science Data Intensive Architectures and Systems program, you'll be prepared to tackle the most demanding challenges in the field of big data management. You will have the opportunity to apply your skills and knowledge in a wide range of fields, such as industry, research, and software development. Don't miss the opportunity to gain specialized knowledge and develop unique skills with this TECH Global University Postgraduate Certificate program. Enroll today and start your path to a successful career in Data Science!