MOSCOW STATE UNIVERSITY · RUSSIA
Artificial Intelligence and Machine Learning: Neural Networks and Deep Learning
Master's · Taught in en
At a glance
3 mo
Duration
—
IELTS
—
Tuition / yr
en
Language
Master's
Level
- 4 weeksProgram Duration
- Online webinarsDelivery Method
- All levelsSkill Level
This program focuses on deep learning, a powerful set of AI techniques based on neural networks that have significantly improved performance in areas like computer vision, speech recognition, natural language processing, reinforcement learning, and bioinformatics. It covers the fundamentals of supervised and unsupervised learning within deep architectures, with a detailed look at convolutional neural networks (CNNs) and recurrent neural networks (RNNs). The applied part of the program emphasizes computer vision and natural language processing tasks. A strong practical component is integrated through numerous assignments.
Curriculum
The curriculum covers the foundational aspects of neural networks and progresses to advanced topics in deep learning, with a strong emphasis on practical application.
- Core Modules
- Fundamentals of Neural Networks. Feedforward Networks
- Recurrent and Convolutional Neural Networks
- Generative Models
Careers
Graduates of the Faculty of Computational Mathematics and Cybernetics are highly competitive in the job market due to their strong theoretical foundation and practical/research experience. They find employment in all areas utilizing computing technology.
- Academic and research institutions
- Government and public sector
- Banks and financial institutions
- Insurance and consulting firms
- Russian and international companies
Frequently asked questions
- What is the duration of the Artificial Intelligence and Machine Learning: Neural Networks and Deep Learning program?
- The program has a duration of 4 weeks.
- How is the Artificial Intelligence and Machine Learning: Neural Networks and Deep Learning program delivered?
- The program is delivered online through webinars.
- What are the entry requirements for this program?
- A Higher Education Diploma is required for a qualification certificate, or students can be admitted with a certificate of current enrollment. The program is open to all skill levels.
- What topics are covered in the curriculum?
- The curriculum covers the Fundamentals of Neural Networks, Feedforward Networks, Recurrent and Convolutional Neural Networks, and Generative Models, with an emphasis on practical application in computer vision and natural language processing.
- How do I apply for the program?
- You need to submit an application form, personal data processing consent form, main application form, a copy of your passport, and a copy of your higher education diploma or certificate of enrollment via email. You will then receive a contract and payment instructions.
- What are the career prospects after completing this program?
- Graduates are competitive in the job market and can find employment in academic and research institutions, government, financial institutions, consulting firms, and Russian and international companies. Many graduates also continue their education in postgraduate programs.
Entry requirements
Higher Education DiplomaRequired for a qualification certificate. Students can also be admitted with a certificate of current enrollment.
The program is open to all skill levels.
Fees
Tuition (international)Not specified
Tuition (home)Not specified
LivingNot specified
How to apply
1. Submit Application DocumentsFill out the application form, personal data processing consent form, and the main application form. Attach a copy of your passport and a copy of your higher education diploma (or a certificate of enrollment).
2. Receive Contract and Payment InformationAfter your documents are processed, you will be sent a contract and payment instructions.
Frequently asked questions
What is the duration of the Artificial Intelligence and Machine Learning: Neural Networks and Deep Learning program?
+
The program has a duration of 4 weeks.
How is the Artificial Intelligence and Machine Learning: Neural Networks and Deep Learning program delivered?
+
The program is delivered online through webinars.
What are the entry requirements for this program?
+
A Higher Education Diploma is required for a qualification certificate, or students can be admitted with a certificate of current enrollment. The program is open to all skill levels.
What topics are covered in the curriculum?
+
The curriculum covers the Fundamentals of Neural Networks, Feedforward Networks, Recurrent and Convolutional Neural Networks, and Generative Models, with an emphasis on practical application in computer vision and natural language processing.
How do I apply for the program?
+
You need to submit an application form, personal data processing consent form, main application form, a copy of your passport, and a copy of your higher education diploma or certificate of enrollment via email. You will then receive a contract and payment instructions.
What are the career prospects after completing this program?
+
Graduates are competitive in the job market and can find employment in academic and research institutions, government, financial institutions, consulting firms, and Russian and international companies. Many graduates also continue their education in postgraduate programs.