Business Analytics With Gen AI
AI-301
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What You will Learn
Business Analytics with Gen AI” (Course Code: AI-301) is designed to bridge the gap between traditional business analytics and the transformative power of Generative Artificial Intelligence (Gen AI). This course provides a comprehensive overview of how AI and machine learning can revolutionize data analysis, decision-making, and strategic planning. From foundational concepts in business analytics and AI to the cutting-edge applications of Gen AI in business contexts, students will engage in hands-on projects, case studies, and a capstone project that encourages innovative thinking and real-world application. Graduates will be prepared to work within organizations, start their own AI-driven ventures, or offer consulting services to businesses seeking to leverage AI technologies.
Job Opportunities
- AI-Enhanced Business Analyst
- Data Scientist (Business focus)
- Strategy Consultant (with AI specialization) Business Intelligence Analyst
- Freelance Analytics Consultant
Duration Course
- 12 Weeks
- 200 Hours of Mentorship
- Projects
- 30 Course Videos
Course Content
Business Analytics With Gen AI
- Module 1: Introduction to Business Analytics and AI
- Module 2: Data Management and Preprocessing for Business Analytics
- Module 3: Predictive Analytics and Machine Learning
- Module 4: Decision Making with AI
- Module 5: Introduction to Generative AI in Business
- Module 6: Advanced Topics in Business Analytics with AI
- Module 7: Implementing AI Solutions in Business
- Evaluation and Assessment
- Capstone project evaluated on innovation, applicability, & effectiveness in addressing a business problem
- Strategic Insight: Gain a deep understanding of how AI and machine learning can be applied to solve complex business problems and drive strategic decisions.
- Career Growth: Equip yourself with in-demand skills that blend business acumen with AI, enhancing your career prospects in a rapidly evolving job market.
- Innovation and Entrepreneurship: Learn to identify opportunities for innovation and develop AI-driven business models or solutions.
- Practical Experience: Apply your knowledge in a capstone project that addresses a real business challenge, demonstrating your ability to innovate and implement AI solutions.
- Basic understanding of business principles and data analysis. Familiarity with statistical concepts and methodologies.
- No advanced technical AI skills required, but a willingness to learn and engage with AI technologies is essential.
- Development and implementation of predictive analytics models to inform business decisions. AI-driven market research and consumer behavior analysis.
- Custom Gen AI applications for content generation, product design, and customer engagement. Strategic consulting on the integration and adoption of AI technologies in business operations.
Successful students can launch startups to:
- AI-Driven Market Research Firm: Utilize AI and machine learning to offer deep insights into market trends, consumer preferences, and competitive analysis.
- Custom Business Analytics Solutions: Develop bespoke AI tools that help businesses optimize operations, forecast demand, and enhance customer experiences.
- AI Content Creation Agency: Leverage Generative AI to offer innovative content creation services, from marketing materials to product descriptions and reports.
- AI Business Consultancy: Offer expert advice on adopting AI technologies, optimizing business processes, and implementing data-driven decision-making frameworks.
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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.
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Can You Solve the Project Challenge?
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GENERATIVE AI
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Generative AI technologies, including the latest LLMs
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Ethical AI, governance frameworks, stakeholder engagement
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