Science – European Academy of Excellence

Master of Science (MSc) in Artificial Intelligence and Data Science

November 12, 2024

by umeshchandrabusiness with No Comment Masters

Course Duration: 2 years

Semester 1

Foundations of Artificial Intelligence
- Introduction to AI concepts, history, and applications
- Machine learning basics: algorithms, supervised and
  unsupervised learning
- Probability and statistics for data science
Data Mining and Analytics
- Data preprocessing and cleaning
- Exploratory data analysis
- Clustering and association rule mining
Programming for Data Science
- Python programming fundamentals
- Data manipulation with Pandas
- Visualization with Matplotlib and Seaborn
Mathematics for Machine Learning
- Linear algebra essentials
- Calculus and optimization
- Probability theory

Semester 2:

Advanced Machine Learning
- Deep learning fundamentals
- Neural networks architectures
- Convolutional and recurrent neural networks
Big Data Technologies
- Introduction to distributed computing
- Hadoop and MapReduce
- Spark for large-scale data processing
Natural Language Processing
- Text preprocessing and tokenization
- Sentiment analysis and language modeling
- Neural network approaches to NLP
Ethics in AI and Data Science
- Legal and ethical considerations in AI
- Bias and fairness in algorithms
- Privacy and data protection regulations

Semester 3:

Advanced Data Science
- Time series analysis
- Feature engineering and selection
- Model evaluation and ensemble methods
Reinforcement Learning
- Markov decision processes
- Q-learning and policy gradients
- Applications in robotics and gaming
Cloud Computing for AI
- Cloud platforms (AWS, GCP, Azure)
- Deploying and scaling AI models
- Serverless computing for AI applications
Capstone Project Preparation
- Research methods and project design
- Proposal writing and project planning

Semester 4:

Capstone Project
- Work on a substantial AI or data science project
- Implementing and evaluating a solution
- Writing a thesis and presenting findings
Internship (or Electives)
- Optional internship in industry or research
- Alternatively, choose from advanced elective courses:
  ▪ Computer vision
  ▪ Bayesian methods in AI
  ▪ Graphical models
  ▪ Healthcare analytics
Professional Development
- Job search strategies
- Interview preparation
- Networking and career pathways in AI and data science

Note: This curriculum blends theoretical knowledge with hands-on experience, preparing students for careers in AI and data science across various industries. It’s essential to incorporate practical projects, internships, and networking opportunities to enhance real-world skills and employability. Additionally, this curriculum aligns with the evolving landscape of AI and data science, emphasizing ethics, big data technologies, and advanced machine learning concepts.

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Master of Science in Hospitality and Tourism Management

November 12, 2024

by umeshchandrabusiness with No Comment Masters

The Master of Science in Hospitality and Tourism Management is a rigorous two-years program designed to prepare students for leadership roles in the dynamic hospitality and tourism industry, with a focus on the French context. The program provides a comprehensive understanding of hospitality and tourism management principles, strategic planning, marketing, and operational management. Through a combination of theoretical coursework, practical experiences, and industry immersion, students will develop the skills and knowledge necessary to succeed in diverse sectors of the hospitality and tourism industry.

Duration: 2 years (4 semesters)

Year 1: Semester 1

- Tourism Marketing and Destination Management
  - - Marketing strategies tailored to tourism destinations
  - - Destination branding and promotion

- Hospitality Operations Management
  - - Principles of managing hospitality operations
  - - Food and beverage management and service

- Tourism Marketing and Destination Management
  - - Marketing strategies tailored to tourism destinations
  - - Destination branding and promotion

- Financial Management in Hospitality and Tourism
  - - Financial analysis, budgeting, and cost control in the industry
  - - Revenue management fundamentals

- Cross-Cultural Management in Hospitality
  - - Understanding cultural diversity and its impact on hospitality
  - - Interpersonal communication skills in cross-cultural contexts

Year 1: Semester 2

- Strategic Management in Hospitality
  - - Strategic planning and decision-making in hospitality enterprises
  - - o Competitive analysis and industry positioning

- Revenue Management and Pricing Strategies
  - - Advanced revenue management techniques
  - - Pricing strategies for hospitality services

- Sustainable Tourism Development
  - - Principles of sustainable tourism and responsible travel
  - - Environmental and social impacts of tourism

- Customer Relationship Management in Hospitality
  - - Building and managing customer relationships in hospitality
  - - o Service quality and guest satisfaction

- Digital Marketing for Hospitality and Tourism
  - - Utilizing digital tools and platforms for marketing hospitality services
  - - Online reputation management and social media strategies

Year 2: Semester 3

- Internship or Applied Research Project in Hospitality and Tourism (20 weeks)
  - - Hands-on experience in a hospitality or tourism organization
  - - Applied research on a relevant industry topic

- French Language and Culture for Hospitality Professionals
  - - Advanced French language skills for hospitality contexts
  - - Understanding French culture and customs in the industry

- Seminar on Current Issues in Hospitality and Tourism
  - - Exploration of contemporary challenges and trends in the field
  - - Guest lectures from industry professionals and researchers

- Professional Development and Career Management in Hospitality Industry
  - - Career planning and management skills development
  - - Leadership and teamwork in hospitality settings

Year 2: Semester 4

- Specialization Elective 1
  - - Choose from:
      - Luxury Hospitality Management
      - Culinary Tourism and Gastronomy
      - Event Management in Tourism

- Specialization Elective 2
  - - Choose from:
      - Hotel Development and Asset Management
      - Wellness and Spa Management
      - Tourism and Digital Innovation

- Thesis Research and Writing
  - - Research proposal development and thesis preparation
  - - Independent research under faculty supervision

- Graduation Preparation
  - - Final project presentations
  - - Career workshops and networking events

Note:

- This structured curriculum combines foundational knowledge in hospitality and
  tourism management with advanced topics and specialized electives to cater to
  diverse career interests.

- The 20-week internship or applied research project in Semester 3 provides
  valuable practical experience and networking opportunities.

- French language and culture courses are integrated to enhance students’
  adaptability and effectiveness in the French hospitality and tourism context.

- The program emphasizes continuous engagement with industry practices
  through seminars, guest lectures, and industry projects to ensure graduates are
  well-prepared for leadership roles in the hospitality and tourism sector.

- This curriculum is designed to be adaptable and responsive to evolving industry
  demands and academic standards, fostering a dynamic learning experience for
  aspiring professionals in the field of hospitality and tourism management.

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Masters of Science (MSc) in Cybersecurity

November 12, 2024

by umeshchandrabusiness with No Comment Masters

The MSc in Cybersecurity is designed to provide students with in-depth knowledge of
cyber threats, information security, risk management, and advanced technical skills
for defending against cyber-attacks. It prepares students to become professionals who
can design, manage, and implement robust cybersecurity solutions in various
industries.

Course Duration: 2 Years

Year 1: Foundation and Core Knowledge

Semester 1: (30 ECTS)

Cybersecurity Fundamentals (6 ECTS)
- Overview of cybersecurity principles
- Threat landscape
- Confidentiality, Integrity, and Availability (CIA triad)

Network Security and Cryptography (6 ECTS)
- Fundamentals of network protocols and topologies
- Encryption methods and secure communication
- Key management and digital certificates
Operating Systems Security (6 ECTS)
- Security features in Windows, Linux, and Unix systems
- Hardening techniques for operating systems
- Access control and user management
Cyber Law and Ethics (6 ECTS)
- Legal frameworks for cybersecurity in Europe and globally
- Ethical hacking practices
- Compliance with GDPR and NIS Directive
Programming for Security (6 ECTS)
- Introduction to Python, Java, and C for security purposes
- Scripting for automation in cybersecurity tasks
- Secure coding practices

Semester 2: (30 ECTS)

Advanced Cryptography (6 ECTS)
- Asymmetric encryption and Public Key Infrastructure (PKI)
- Blockchain and its security implications
- Cryptanalysis and breaking ciphers
Ethical Hacking and Penetration Testing (6 ECTS)
- Tools and techniques for ethical hacking
- Vulnerability assessment and penetration testing methodologies
- Hands-on lab work with industry-standard tools (e.g., Metasploit, Wireshark)
Digital Forensics and Incident Response (6 ECTS)
- Principles of digital evidence collection and preservation
- Forensic analysis of systems, networks, and mobile devices
- Incident response planning and procedures
Cybersecurity Risk Management (6 ECTS)
- Risk analysis and assessment techniques
- Security policies, standards, and frameworks (ISO/IEC 27001, NIST)
- Business continuity and disaster recovery planning
Research Methodology (6 ECTS) –
- Introduction to academic research methods –
- Data collection, analysis, and interpretation –
- Preparing for dissertation and project work

Year 2: Specialization and Advanced Topics

Semester 3: (30 ECTS)

Cloud Security (6 ECTS)
- Security concerns in cloud computing environments
- Virtualization, container security, and cloud architecture
- Identity and access management (IAM) in the cloud
Cyber Threat Intelligence and Analysis (6 ECTS)
- Threat intelligence lifecycle
- OSINT (Open Source Intelligence) techniques
- Threat modeling and intelligence sharing
IoT Security (6 ECTS)
- Internet of Things (IoT) architecture and communication protocols
- Security challenges in IoT devices and networks
- Securing smart cities and industrial IoT environments
Advanced Malware Analysis (6 ECTS)
- Reverse engineering of malware
- Techniques for analyzing and defending against advanced persistent threats (APTs)
- Sandboxing and dynamic malware analysis
Compliance and Governance in Cybersecurity (6 ECTS)
- Cybersecurity governance frameworks (COBIT, ITIL)
- Regulatory compliance (GDPR, HIPAA, PCI-DSS)
- Cybersecurity audits and certifications

Semester 4: (30 ECTS)

Cybersecurity Project Management (6 ECTS)
- Managing large-scale cybersecurity projects
- Agile methodologies in cybersecurity
- Leadership and team collaboration in cybersecurity settings
Capstone Research Project / Dissertation (12 ECTS)
- Independent research project under academic supervision
- In-depth analysis of a specific cybersecurity problem or technology
- Dissertation writing and defense
Industry Internship (12 ECTS)
- 3–6 month internship in a cybersecurity-related role
- Practical experience with security operations, threat hunting, or vulnerability
  management
- Internship report submission and presentation

Elective Courses: (Choose 1-2 courses, 6-12 ECTS in total)

Artificial Intelligence and Cybersecurity (6 ECTS)
- AI-driven cybersecurity solutions
- Machine learning applications in detecting and preventing cyberattacks
Security in Software Development (6 ECTS)
- Secure software development lifecycle (SDLC)
- Application security tools (SAST, DAST)
- Code review and security testing
Blockchain and Cybersecurity (6 ECTS)
- Fundamentals of blockchain technology
- Blockchain security challenges
- Use of blockchain for enhancing cybersecurity

Additional Program Components:

Workshops and Seminars: Guest lectures and workshops by industry experts on
emerging trends in cybersecurity (ongoing throughout the program).
Certifications: Students are encouraged to pursue industry certifications like
CISSP, CEH, or CompTIA Security+.

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