Current methods of deep learning
| Program start date | Application deadline |
| 2023-04-25 | - |
| 2023-04-26 | - |
| 2023-05-17 | - |
| 2023-06-07 | - |
Program Overview
Current methods of deep learning
Overview
This module is the second part of the certificate "Neuron Networks and Deep Learning". The objective is to explore current methods of deep learning and ways to apply them in a business context.
Objectives
- In-depth knowledge of computer vision and neural networks
- Robust skills with recurrent neural networks
- Understanding the technical aspects of deep learning and its business application
Content
- Day 1: Convolutional neural networks
- What is a convolutional neural network?
- How to use them in computer vision and what are the business applications?
- Main concepts covered: convolutional neural networks, computer vision
- Day 2: Recurrent neural networks
- What is a recurrent neural network?
- How to use them and what are the business applications?
- Main concepts covered: recurrent neural networks, short-term and long-term memory
- Day 3: Conversational Artificial Intelligence
- Focus on automatic language processing and development of a chatbot in a business case
- Main concepts covered: automatic language processing, chatbots, conversational artificial intelligence
Program Details
- Prerequisite: Previous knowledge in data science and machine learning
- Location: Cachan
- Duration of the training: 4 days
- Dates: April 25 and 26, May 17 and June 7, 2023
- Price: € 1950 (excluding tax)
Support for Individuals with Disabilities
Our training programs are open to everyone. If you have specific needs, especially related to a disability, please do not hesitate to contact us. Our team is ready to welcome you and address your needs. Find the welcome guide and all the information about the support and assistance available for our students and participants with disabilities.
Program Outline
Outline:
Day 1: Convolutional Neural Networks
- Definition and description of convolutional neural networks (CNNs)
- Applications of CNNs in computer vision
- Business applications of CNNs
Day 2: Recurrent Neural Networks
- Definition and description of recurrent neural networks (RNNs)
- Applications of RNNs in various domains
- Business applications of RNNs
Day 3: Conversational Artificial Intelligence
Teaching:
- Trainers/Teachers:
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.
