HIGHER EDUCATION COURSE IN ARTIFICIAL INTELLIGENCE

INTRODUCTION

The Higher Education Course in Artificial Intelligence is a training that aims to provide knowledge about the fundamentals of artificial intelligence, machine learning, natural language processing, and other techniques related to artificial intelligence. This course is designed for professionals and students interested in learning about artificial intelligence and its application in various fields.

Choose to train at ENEB, one of the most prominent distance business schools in Europe, allowing you to train at the highest level from anywhere, with daily support from all professors and tutors.

CERTIFICATION

Upon completion of your studies, you will receive the following certification issued by the European Business School of Barcelona, endorsed and certified by the University of Isabel I:

• Higher Education Course in Artificial Intelligence

WHO IS IT FOR?

The Higher Education Course in Artificial Intelligence is aimed at:

• Professionals working in technology companies who wish to broaden their knowledge in artificial intelligence.
• Software developers and programmers interested in acquiring knowledge in artificial intelligence.
• Professionals in areas such as finance, marketing, healthcare, and other industries who wish to learn how artificial intelligence is applied in their respective areas.
• Students of computer science, engineering, and other related fields who wish to gain an in-depth understanding of artificial intelligence and its applications.
• Entrepreneurs who wish to learn how artificial intelligence can be used to improve their products and services.

OBJECTIVES

The curriculum of the Higher Education Course in Artificial Intelligence aims to equip students with the following knowledge and skills:

• To provide a detailed understanding of the fundamental concepts and techniques of artificial intelligence.
• Teach how machine learning algorithms are applied to real-world problems.
• Develop skills in natural language processing and computer vision.
• Familiarize students with common tools and platforms used in the artificial intelligence industry.
• To teach how artificial intelligence can be used to solve problems in various fields and practical applications in the real world.

EMPLOYMENT OPPORTUNITIES

ENEB is recognized by the most prestigious companies in different sectors. Its training, adapted to the current reality of the labor world, allows the student to perform perfectly in any company and to develop a promising professional career.

When you finish the Higher Education Course in Artificial Intelligence, you will be able to register in our Job Bank in which ENEB has agreements with important business firms.

SYLLABUS

The Higher Education Course in Artificial Intelligence is made up of the following syllabus:

TOPIC 1: INTRODUCTION TO DATA ANALYSIS WITH PYTHON

• Introduction to Phyton
• Numpy
• Pandas

TOPIC 2: INTRODUCTION TO MACHINE LEARNING

• 2.1 What is machine learning?
• 2.2 Usual pipeline in machine learning

TOPIC 3: SUPERVISED MACHINE LEARNING

• 3.1 Introduction to supervised methods
• 3.2 Linear regression
• 3.3 Logistic regression
• 3.4 Decision trees
• 3.5 Support-vector machines
• 3.6 Ensemble method

TOPIC 4: UNSUPERVISED MACHINE LEARNING

• 4.1 Introduction to unsupervised methods
• 4.2 K-Means
• 4.3 K-NN
• 4.4 Dimensionality reduction with PCA
• 4.5 Recommendation systems

TOPIC 5: REINFORCEMENT LEARNING

• 5.1 Introduction to the concept of learning by doing reinforcement
• 5.2 Algorithms

TOPIC 6: DEEP LEARNING FUNDAMENTALS

• 6.1 Introduction to deep learning
• 6.2 Neural networks

DISTANCE LEARNING 

METHODOLOGY

In order to balance personal and professional life, the Higher Education course is offered entirely online. This way, you can access all the educational content through our Virtual Campus, which will be your main platform for learning, allowing you to study from anywhere in the world at any time. All assessments and final projects are also conducted remotely.

Once enrolled, you will be able to access the Virtual Campus with all the academic resources you need, providing continuous communication with other students and professors. You will have access to discussion forums, be able to undertake executive training in English, and connect with all your classmates through the ENEB Campus, among many other possibilities.

EVALUATION

Consistency is a key element in your study plan. Through the self-assessments provided via the Virtual Campus, you will be able to consolidate the knowledge you have acquired.

In order to pass the Higher Education course, it is essential to submit a final project for the course. Once your team of tutors has evaluated you, you can see your grade on the Virtual Campus. Additionally, you will receive a detailed document via email explaining all the points of your case study.

In the evaluation, your tutors will assess the following aspects:

• Presentation of the exercise, design, visual richness, and spelling.
• Development of the work, complexity of the statement, logic, and coherence in the results obtained in the case study.
• Added value in the analysis and development of the proposed case.

It is important to remember that all self-assessments are voluntary and do not count towards the final grade for each subject.