Postgraduate certificate Programming for Data Analysis

The objective of this Postgraduate Certificate in Programming for Data Analysis is to analyze how, starting from a set of raw data, data can be transformed by evaluating their characteristics and distribution, so as to add value to them and remove noise from the dataset. In addition, it analyzes modeling techniques that allow conclusions to be drawn from the datasets, as well as evaluating the results obtained with predictions and metrics and extrapolating these techniques to other data analysis problems. Through the use of programming languages, various essential tasks in data analytics are addressed and the student will be equipped with the ability to summarize the information with statistics and graphs that summarize the conclusion of the analysis. Finally, the program compiles the most advanced tools for data analytics, especially useful for dealing with a problem by making use of the most appropriate tool in each case.

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 content of the Postgraduate certificate in Programming for Data Analysis is an exceptional program that challenges the professional by directing their attention to success in this competitive environment based on the possibilities offered by the tools of programming in the data environment. It is a program that has been structured in such a way that the student not only acquires all the knowledge and skills they need, but also presents a unique and stimulating experience that will take them to the top of their professional capacity, becoming a key figure in any company today.

You will learn to identify patterns and techniques appropriate to known problems in data analysis”

Syllabus

The Postgraduate certificate in Programming for Data Analysis at TECH Global University is an intensive program that prepares students to face challenges and strategic decisions in the corporate environment with the programming tools. Therefore, the content of the program is designed to make use of the possible applications of Business Intelligence (BI) in companies.

Throughout 150 hours of preparation, the student analyzes a multitude of practical cases through individual work and teamwork. It is, therefore, an authentic immersion in real business situations.

In this way, this Postgraduate certificate deals in depth with the concept of Business Intelligence to implement it in business management so that it brings positive results to the company, from a disruptive, complete and up-to-date perspective, focused on solving the real needs of the business world. It is designed to train professionals who understand Business Intelligence with a strategic, international and innovative approach.

A syllabus fully designed for the student, focused on their professional improvement, preparing them to achieve excellence. A program that understands both the needs of the student and the company, through innovative content based on the latest trends, supported by the best educational methodology and an exceptional faculty.

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

Module 1. Programming for Data Analysis

Where, when and how is it taught?

TECH offers its students the possibility of taking this program completely online. Throughout the six week of training, they will be able to access all the program contents at any time, allowing them to self-manage their own study time.

Module 1. Programming for Data Analysis

1.1. Programming for Data Analysis

1.1.1. Language for Data Analysis
1.1.2. Evolution and Characteristics of the Main Tools
1.1.3. Installation and Configuration

1.2. Types of Data

1.2.1. Basic Types
1.2.2. Complex Types
1.2.3. Other Structures

1.3. Structures and Operations

1.3.1. Data Operations
1.3.2. Control Structures
1.3.3. File Operations

1.4. Data Extraction and Analysis

1.4.1. Statistical Summaries
1.4.2. Univariate Analysis
1.4.3. Multivariate Analysis

1.5. Visualisation

1.5.1. Univariate Graphs
1.5.2. Multivariable Graphs
1.5.3. Other Charts of Interest

1.6. Pre-Processing

1.6.1. The Importance of Data Quality
1.6.2. Outlier Detection and Analysis
1.6.3. Other Dataset Quality Factors

1.7. Advanced Pre-Processing

1.7.1. Subsampling
1.7.2. Resampling
1.7.3. Dimensionality Reduction

1.8. Data Modeling

1.8.1. Modeling Phases
1.8.2. Division of the Data Set
1.8.3. Metrics for Prediction

1.9. Advanced Data Modeling

1.9.1. Unsupervised Models
1.9.2. Supervised Models
1.9.3. Libraries for Modeling

1.10. Tools and Good Practices

1.10.1. Best Practices for Modeling
1.10.2. The Tools of a Data Analyst
1.10.3. Conclusion and Bookstores of Interest

You will be an expert in designing the possible applications of Business Intelligence (BI) in the company"

Teaching Objectives

This program is designed to strengthen students' skills in data analysis through programming, as well as to develop new skills that will be essential for their professional development and success in this field. After completing the program, the professional will be able to develop successful data analysis in any company, oriented with a global approach and digital thinking, from an innovative perspective and with a unique business vision focused on business results.

In this Postgraduate certificate you will learn how to develop a successful end-to-end process to obtain conclusions from the exploitation of information”

TECH makes the objectives of its students its own.
Working together to achieve them.

Este Postgraduate certificate in Programming for Data Analysis enables students to:

Examine data quality and define processes that include added value
Analyze a problem analytically, extracting quantitative and qualitative results
Present the information in a synthesized form, with graphs and statistics
Develop an end-to-end process to draw conclusions from the exploitation of the information

Postgraduate Certificate in Programming for Data Analysis.

Programming for data analysis in business involves the use of programming languages to collect, process and analyze data to make informed business decisions. This approach combines programming skills with knowledge of business processes and data analysis to obtain valuable information that can be applied in decision making. At TECH, we understand the importance of constant preparation and updating of programming professionals.

Businesses use data analytics programming to make informed, evidence-based decisions, such as optimizing business processes, identifying sales patterns, or analyzing customer satisfaction. These skills can be applied in areas such as digital marketing, project management, supply chain optimization and enterprise risk management.

Focus your knowledge is the most important areas of programming.

Our Postgraduate Certificate in Programming for Data Analytics program is designed to provide advanced and specialized training in computer programming and its application in data collection, analysis and visualization. Upon completion of this online academic Postgraduate Certificate, students will be prepared to apply their programming skills to data analysis, including data collection and processing, statistical analysis, and visualization of key data. They will be able to use advanced data analysis techniques to solve problems and make informed evidence-based decisions. In addition, they will be able to work in roles such as data analytics specialists, data engineers, data scientists, BI analyst and programmer in different business areas. Enroll in Postgraduate Certificate in Programming for Data Analytics at TECH Global University and become a leader in your field!