نظرة عامة على البرنامج
This program provides a comprehensive introduction to data science and artificial intelligence, covering fundamentals, data cleaning, and visualization. Led by experts in data science and AI law, it equips participants with the skills to understand, extract insights from, and make data-driven decisions using Python, Pandas, NumPy, and Matplotlib. The program includes a practical module on cleaning and visualizing a business database, demonstrating the real-world applications of data science.
مخطط البرنامج
Outline:
Module 1: Data Science and Artificial Intelligence (AI)
- Fundamentals of data science
- Role of data science in business decision-making
- Data coding methods
- Python programming language using Pandas and Jupiter Notebook
Module 2: Data Cleaning and Visualization
- Data cleaning methods
- Data visualization methods
- Understanding data
- Extracting information from data
- NumPy and Matplotlib libraries
- Visual narration
Module 3: Clean Up and Visualize a Business Database
- Practical example of cleaning, understanding, and visualizing a business database
- Data-driven decision making
- Data cleansing
Teaching:
- Trainers/Teachers:
- Doreid Ammar, Professor in Data Science and Computer Science, Academic Director
- Ysens de France, Associate Professor of AI Law, Director of Foresight at the Sapiens Institute
- Prerequisites:
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.
