Neuronal Networks and Deep Learning
| Program start date | Application deadline |
| 2023-03-31 | - |
| 2023-04-01 | - |
| 2023-04-28 | - |
| 2023-04-29 | - |
| 2023-05-12 | - |
| 2023-05-13 | - |
| 2023-05-26 | - |
| 2023-05-27 | - |
| 2023-06-09 | - |
| 2023-06-10 | - |
| 2023-06-23 | - |
| 2023-06-24 | - |
Program Overview
This program provides an introduction to neural networks and deep learning methods, with a focus on their business applications. It covers key concepts such as neural networks, propagation, backpropagation, and hyperparameter selection. The program also explores current deep learning methods and their applications in computer vision and natural language processing. Additionally, it emphasizes the responsible deployment of deep learning-based solutions, considering interpretability and social and ethical implications.
Program Outline
Outline:
Module 1: Introduction to Neural Networks
- Fundamentals of artificial neural networks, their theory, and their business applications.
- Key concepts: neural networks, propagation and backpropagation, initialization, regularization and optimization, hyperparameter selection.
Module 2: Current Deep Learning Methods
- Exploration of current deep learning methods and their applications in a business context.
- Key concepts: convolutional neural networks, computer vision, recurrent neural networks, short-term and long-term memory.
Module 3: Responsible Deployment of Deep Learning
Teaching:
- Trainers/Teachers:
- Doreid Ammar: Data science, data mining, machine learning, artificial intelligence, the Internet of Things, computer networks.
- Ysens of France: AI law, terrestrial robotics, military robotics, dual application of technological innovation, international & European law applied to artificial intelligence.
Overview:
aivancity School for Technology, Business & Society, Paris - Cachan is a Grande Ecole specializing in Artificial Intelligence (AI) and Data Science. It is a relatively new institution, founded in 2020, and has quickly gained recognition for its innovative approach to education.
Services Offered:
aivancity offers a range of services to its students, including:
Academic Programs:
aivancity provides a variety of academic programs, including a Grande Ecole program, Bachelor of Science in Applied AI, and various Master of Science programs in Data Engineering, Data Management, and AI for Business.Executive Education:
aivancity offers professional development programs for individuals and businesses, including certificates, short programs, and customized programs.International Opportunities:
aivancity provides opportunities for international study and exchange programs.Financial Aid:
aivancity offers scholarships and financial aid to eligible students.Career Services:
aivancity provides career guidance and support to help students find jobs in the AI and data science fields.Student Life and Campus Experience:
Key Reasons to Study There:
State-Recognized and Accredited:
aivancity is recognized by the French Ministry of Higher Education and Research, ensuring the quality of its programs.Hybrid Approach:
aivancity's curriculum combines AI, business management, and ethics, providing a well-rounded education for students.Industry Partnerships:
aivancity has strong partnerships with leading companies in the AI and data science fields, providing students with valuable industry connections and opportunities.Focus on Employability:
aivancity's programs are designed to prepare students for successful careers in the AI and data science fields.Innovative Pedagogy:
aivancity utilizes innovative teaching methods, including hybrid learning, project-based learning, and real-world case studies.Academic Programs:
aivancity offers a variety of academic programs, including:
Grande Ecole Program (MSc Artificial Intelligence & Data Science):
This program provides a comprehensive education in AI and data science, with a focus on both technical skills and business acumen.Bachelor of Science in Applied AI:
This program prepares students for careers as AI developers.Master of Science in Data Engineering & Cloud Computing:
This program focuses on the technical aspects of data engineering and cloud computing.Master of Science in Data Management:
This program focuses on the management and analysis of large datasets.Master of Science in Artificial Intelligence for Business:
This program prepares students for careers in business applications of AI.Other:
aivancity is committed to ethical AI development and has a strong focus on social responsibility. The institution is also actively involved in research and innovation in the field of AI.
