What You will Learn
The “AI and Machine Learning” course (AI-401) is an intensive program designed to equip students with a comprehensive understanding of artificial intelligence (AI) and machine learning (ML) fundamentals, advanced techniques, and their applications, including an in-depth exploration of Generative AI and Generative Adversarial Networks (GANs). Through theoretical lessons, practical activities, and projects, students will learn to design, implement, and manage AI/ML models to solve real-world problems. This course provides a pathway for students to work in the AI field, start their own AI-focused startup, or offer freelance services leveraging AI and ML technologies.
Job Opportunities
- AI/ML Engineer
- AI Research Scientist
- Data Analyst with ML Expertise
- Freelance AI Consultant
Duration Course
- 12 Weeks
- 200 Hours of Mentorship
- Projects
- 30 Course Videos
Course Content
AI & Machine Learning
- Module 1: Introduction to AI and Machine Learning
- Module 2: Data Handling and Preprocessing
- Module 3: Supervised Learning Techniques
- Module 4: Unsupervised Learning and Neural Networks
- Module 5: Advanced Topics in AI and Machine Learning
- Module 6: Real-world Applications and Project Work
- Module 7: Introduction to Generative AI
- Module 8: Architecture and functioning of GANs (Generative Adversarial Networks)
- Practical Activities and Projects
- Evaluation and Assessment
- Comprehensive Skill Acquisition: Gain a deep understanding of both foundational and advanced AI and ML concepts, including cutting-edge areas like Generative AI.
- Career Advancement: Enhance your portfolio with high-demand skills, opening doors to lucrative and fulfilling career opportunities in the tech industry.
- Entrepreneurial Edge: Equip yourself with the knowledge to innovate and develop AI-driven products or services, positioning you to lead in the startup ecosystem.
- Freelance Opportunities: Acquire the expertise to offer specialized AI and ML services, addressing the growing demand for AI solutions across industries.
- Basic programming knowledge, preferably in Python. Understanding of fundamental math concepts (linear algebra, calculus, and statistics).
- Familiarity with basic principles of computer science
- Developing and implementing custom AI models for business analytics, forecasting, and decision-making.
- Offering ML solutions for automating processes, enhancing customer experiences, and optimizing operations.
- Designing Generative AI applications for content creation, design, and innovative customer solutions.
- Providing consultancy services in AI strategy, model deployment, and data management.
Successful students can launch startups to:
- AI-Driven Analytics Firm: Leverage AI and ML to offer advanced analytics services, helping businesses unlock insights from their data.
- Custom AI Solutions Provider: Develop bespoke AI models for niche markets or specific industry challenges, from healthcare diagnostics to financial forecasting.
- Generative Content Creation Platform: Use Generative AI and GANs to create a platform for generating unique digital content, targeting sectors like marketing, gaming, and entertainment.
- AI Consultancy: Start a consultancy firm specializing in AI strategy, helping businesses integrate AI technologies into their operations effectively and ethically.
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Generative AI
This dynamic course, “Innovating with Generative AI: Project-Based Learning,” offers a deep dive into generative AI technologies, focusing on hands-on project work with large language models (LLMs) like Mistral or Llama. Students will gain a solid foundation in machine learning, explore the intricacies of GANs and VAEs, and apply their knowledge to create AI-driven solutions across various domains, including retail, agriculture, healthcare, manufacturing, energy, sustainable technology, and business innovation. The curriculum emphasizes ethical AI use and culminates in a capstone project where students will tackle real industry challenges, providing a pathway to employment, entrepreneurship, or freelance opportunities in the cutting-edge field of generative AI.
Can You Solve the Project Challenge?
GENERATIVE AI
AI-601
Generative AI technologies, including the latest LLMs
Leadership in Ethical & Responsible AI
ETHAI-601
Ethical AI, governance frameworks, stakeholder engagement
