TECH's Relearning system will take you through Natural Language Processing, Machine Learning and Data Ingestion in a much more agile way"

Despite the many opportunities provided by Industry 4.0, experts face challenges such as constant adaptation to an environment subject to constant change. Within the framework of Artificial Intelligence, there have been numerous advances that include innovative techniques ranging from Machine Learning to Deep Learning and Natural Language Processing. Therefore, it is necessary for specialists to stay at the forefront of the latest trends in these fields to ensure a praxis defined by excellence. Otherwise, they could become obsolete in professional terms and their level of competitiveness in the labor market would decrease.

To respond to this need, TECH implements a revolutionary program in TECH that offers the most complete and renewed didactic materials. The academic itinerary will delve into the fundamentals of Big Data,, and then offer cutting-edge techniques for Data Mining. In this way, students will extract valuable information that will contribute to tasks such as machine translation or sentiment analysis. At the same time, the syllabus will highlight the importance of proper data visualization, which will provide students with specialized tools in this area such as Matplotlib. Likewise, the academic contents will analyze in detail the operation of Deep Learningneural architectures, which will contribute to the Natural Language Processing. 

This academic program, completely online, will provide students with the flexibility to take it from anywhere and at any time, with no time restrictions. To do so, students will only need an electronic device with Internet access to access the Virtual Campus. Specialists have a unique opportunity for students to update their skills through a revolutionary Relearning methodology, consisting of the repetition of key concepts to ensure optimal knowledge acquisition.   

You will develop the most advanced Virtual Assistants and Chatbots to provide quality customer support in real time"

The 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 the self-assessment process can be carried out 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

You will effectively manage the Tableau tool and be able to create powerful visualizations such as dashboards"

The program’s teaching staff includes professionals from the sector who contribute their work experience to this 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 academic year For this purpose, the students will be assisted by an innovative interactive video system created by renowned and experienced experts.  

You will delve into the most productive strategies for cleaning and normalizing data extracted from Big Data systems"

Updating your knowledge on Machine Learning will be easier thanks to the myriad of multimedia resources provided by this program"

Thanks to this program, students will acquire a solid understanding of the technical principles underlying Big Data and Artificial Intelligence  while enhancing their programming skills.   The curriculum will delve into the use of advanced tools for Data Mining and Data Warehousing. In this way, graduates will extract valuable knowledge through large amounts of data, making informed decisions. In addition, the syllabus will provide the keys to the use of tools such as Python for the correct visualization of data. The program will also focus on Deep Learning, in view of its capacity to learn hierarchical representations of data. 

A comprehensive education that will provide you with the latest technologies and trends in the fields of Big Data and Artificial Intelligence"

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. PLN (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 Dialogue 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

Are you looking for a degree that adapts to your schedule and does not force you to travel unnecessarily? This Postgraduate certificate will allow you to effectively self-manage your learning process"