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Master’s Degree in Artificial Intelligence, Model Management and Implementation

Structuralia
1 year
Master's degree
Scholarships available
Online / Distance
Alcobendas
English
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About this program

Master’s Degree in Artificial Intelligence, Model Management and Implementation

This Master’s degree has been conceived to respond to the growing need for knowledge and skills in the development of AI models and algorithms demanded by today’s technology-driven market.

As a matter of fact, many specialized staffing companies point to AI as one of the knowledge assets that will be the most demanded in the coming years, considering that the AI sector is expected to have a global business volume of 16 trillion dollars by 2030.

This program has been designed to benefit all professional profiles, with an Introduction to AI basics that does not require extensive prior knowledge of programming and statistics. It has been structured in two large sections: first, a technical section which explores the main Machine Learning and Deep Learning models and algorithms, and the second section addresses its business applications and implications.

Upon completion of the program, the students will have the necessary skills to manage and promote AI projects.

Find out more about Master’s Degree in Artificial Intelligence, Model Management and Implementation by filling in your details and the school will contact you.

Program content

Module I: Introduction to Artificial Intelligence (AI)

  • Unit 1: Introduction to AI
  • Unit 2: Brief History of AI: From Myth to Reality
  • Unit 3: Key Concepts, Agents, and Knowledge Representation
  • Unit 4: Problem Solving: Automated Reasoning and Search
  • Unit 5: Automated Learning: Supervised, Unsupervised, Reinforcement Learning I
  • Unit 6: Automated Learning: Supervised, Unsupervised, Reinforcement Learning II
  • Unit 7: Big Data: Learning with Million Data
  • Unit 8: Human-Machine Interaction: Artificial Vision and Natural Language Processing
  • Unit 9: The Future of AI: Ethical Issues and Diversity

Module II: Self-service Excel, Talend and Trifacta Data

  • Unit 1: Data preparation
  • Unit 2: Excel
  • Unit 3: Talend Data Preparation
  • Unit 4: Trifacta Wrangler

Module III: Data Mining, Machine Learning and Deep Learning

  • Unit 1: Supervised Learning (I)
  • Unit 2: Supervised Learning (II)
  • Unit 3: Unsupervised Learning
  • Unit 4: Deep Learning

Module IV: Advanced Deep Learning

  • Unit 1: Supervised Deep Learning (I)
  • Unit 2: Supervised Deep Learning (II)
  • Unit 3: Unsupervised Deep Learning (I)
  • Unit 4: Unsupervised Deep Learning (II)

Module V: Data Visualization Tools

  • Unit 1: Working with Data in BI Desktop
  • Unit 2: DAX in Power BI Desktop
  • Unit 3: Advanced Power BI Reporting
  • Unit 4: Interactions with other tools in Microsoft Ecosystem

Module VI: Machine Learning, Deep Learning and Data Science Practical Applications

  • Unit 1: Machine Learning
  • Unit 2: Deep Learning
  • Unit 3: Data Science
  • Unit 4: Case study application

Module VII: Technology Ecosystems

  • Unit 1: Introduction to Technology Ecosystems
  • Unit 2: Enabling Technologies I
  • Unit 3: Enabling Technologies II
  • Unit 4: Enabling Technologies III

Module VIII: Ideation Methodologies and Techniques and AI Project Management

  • Unit 1. Introduction
  • Unit 2. Design Thinking
  • Unit 3. Lean start-up and Scrum
  • Unit 4. Application to AI projects

Module IX: The Impact of AI on Business

  • Unit 1: Unit 1. AI applied to different sectors
  • Unit 2. AI applied to different business areas
  • Unit 3. AI and entrepreneurship
  • Unit 4. Ethics. Business and society

Module X: Master’s Final Project (MFP)

Scholarships & funding

Several scholarship options are available, Please check the institute website for more information.

Tuition

Tuition fee: 6.490,00 €

Qualification

Credits: 60 ECTS

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About this institute

Structuralia

Structuralia is a specialized engineering, infrastructure, energy, building and new technology graduate education school with the strong conviction that continuous quality training is vital for the professional development of engineers and architects. Structuralia was founded in 2001, and since then,...


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Why study at Structuralia

At Structuralia, we are experts in specialized online graduate education with over 20 years of experience in training STEM professionals. Since our foundation in 2001, we have supported more than 115, 000 international students, mostly engineers, from up to 52 countries, to boost their professional careers.

We welcome students from the Caribbean region to join our community by pursuing our Master’s degrees. Our programs are fully adapted to the ever changing professional reality and demands in the fields of engineering, architecture, new technologies and digital transformation.

Contact info

Structuralia

Av. de la Industria, 4. Edificio 1, Oficina 1-B
28108 Alcobendas Madrid
Spain

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www.structuralia.com

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