The Postgraduate certificate in Big Data and Artificial Intelligence will allow you to identify the advantages and limitations offered by the main data ingestion technologies, in order to optimize the productive work of the company" 

The incessant technological advances have been progressively integrated in the field of Industry, where Big Data and Artificial Intelligence stand out mainly due to their strong impact on productive tasks. In this way, these tools are excellent allies to obtain large volumes of data to optimize productive decisions or to mechanize those tasks performed years ago by man. Thanks to the positive benefits in terms of reduced economic costs, thousands of companies are adopting these technologies in their work methodology. As a result, the computer specialist in its implementation is nowadays becoming more and more precise.  

Given this circumstance, TECH has opted to create this educational program, through which the student will increase their knowledge of Big Data and Artificial Intelligence to promote their professional incursion in a sector that is constantly booming. During 6 weeks of intensive teaching, you will identify the most sophisticated tools for working with Big Data or the most effective strategies for data cleansing and normalization. You will also discuss the potential development available to Chatbots and virtual assistants to perform various industrial tasks.

Thanks to the fact that this Postgraduate certificate is taught by means of a completely online methodology, the computer scientist will be able to perfectly combine his exquisite learning with his personal and professional obligations. Furthermore, this program is designed by leading experts in the world of Big Data, Artificial Intelligence and industrial technology solutions. Therefore, the knowledge assimilated by the student will be fully applicable in the workplace.  

Throughout this educational period, you will be able to identify the medium-long term potential offered by Artificial Intelligence Chatbots in Industry 4.0" 

This Postgraduate certificate in Big Data and Artificial Intelligence contains the most complete and up-to-date program on the market. The most important features include: 

• The development of case studies presented by experts in business-oriented technological solutions
• The graphic, schematic, and practical contents with which they are created, provide 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 

Combine your personal and professional tasks with your exquisite learning thanks to the study facilities offered by TECH"

The program’s teaching staff includes professionals from the field who contribute their work experience to this educational 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 education programmed to learn in real situations.  

This program is designed around Problem-Based Learning, whereby the professional must try to solve the different professional practice situations that arise during the educational year. For this purpose, the students will be assisted by an innovative interactive video system created by renowned and experienced experts.

Develop your knowledge in the field of Big Data and Artificial Intelligence with professionals with extensive professional experience linked to these technologies"

Detect, through this program, which are the most sophisticated strategies for cleaning and normalization of data extracted from Big Data work"

The plan of study of this program is composed of 1 module through which the student will significantly increase their knowledge and skills in the use of Big Data and Artificial Intelligence. All the teaching resources that you will have at your disposal throughout the course of this Postgraduate certificate are available in a wide range of interactive and multimedia formats of various types. As a result, you will get 100% online, enjoyable and fully individualized learning.

This Postgraduate certificate has a 100% online methodology that will allow you to learn from anywhere and at any time you want, 24 hours a day"  

Module 1. Big Data and Artificial Intelligence  

1.1. Fundamental Principles of Big Data 

1.1.1. Big Data 
1.1.2. Tools to Work With Big Data 

1.2. Data Mining and Warehousing 

1.2.1. Data Mining Cleaning and Standardization 
1.2.2. Information Extraction, Machine Translation, Sentiment Analysis, etc 
1.2.3. Types of Data Storage 

1.3. Data Intake Applications 

1.3.1. Principles of Data intake 
1.3.2. Data Ingestion Technologies to Serve Business Needs 

1.4. Data Visualization 

1.4.1. The Importance of Data Visualization 
1.4.2. Tools to Carry It Out Tableau, D3, matplotlib (Python), Shiny® 

1.5. Machine Learning 

1.5.1. Understanding Machine Learning 
1.5.2. Supervised and Unsupervised Learning 
1.5.3. Types of Algorithms 

1.6. Neural Networks (Deep Learning) 

1.6.1. Neural Network: Parts and Operation 
1.6.2. Types of Networks CNN, RNN 
1.6.3. Applications of Neural Networks; Image Recognition and Natural Language Interpretation 
1.6.4. Generative Text Networks: LSTM 

1.7. Natural Language Recognition 

1.7.1. PNL (Processing Natural Language) 
1.7.2. Advanced PLN Techniques: Word2vec, Doc2vec 

1.8. Chatbots and Virtual Assistants 

1.8.1. Types of Assistants: Voice and Text Assistants 
1.8.2. Fundamental Parts for the Development of an Assistant: Intents, Entities and Dialog Flow 
1.8.3. Integrations: Web, Slack, WhatsApp, Facebook 
1.8.4. Assistant Development Tools: Dialogflow, Watson Assistant 

1.9. Emotions, Creativity and Personality in IA 

1.9.1. Understand How to Detect Emotions Using Algorithms 
1.9.2. Creating a Personality: Language, Expressions and Content 

1.10. Future of Artificial Intelligence 
1.11. Reflections  

Take this program and obtain the most up-to-date teaching contents regarding Big Data and Artificial Intelligence with application in the industrial field"