Driving Innovation with Generative AI
Explore the generative AI landscape and the future of productivity with this 6-week course from MIT xPRO.
- START DATE February 10, 2025 More Dates
- TIME COMMITMENT 4-7 hours per week
- DURATION 6 Weeks
- FORMAT Online
- PRICE $2,979
WHAT YOU WILL LEARN
Generative AI is creating cutting-edge solutions that will revolutionize industries and empower businesses to thrive in the digital age. This six-week course leverages industry case studies, hands-on work with generative AI tools, and the latest thinking from 12 faculty members from MIT’s Computer Science and Artificial Intelligence Lab (CSAIL) to equip you with the knowledge and skills necessary to navigate the intricate world of generative AI.
- Develop a comprehensive understanding of the fundamentals and distinctions of Generative AI and machine learning such as neural networks and the role of data.
- Acquire the skills to analyze and utilize image generative models, including comprehending their key components, inputs, and outputs, and critically assess the significance of latent variables and noise in their operational effectiveness.
- Evaluate the evolution, limitations, and future possibilities of Large Language Models (LLMs), tracing their developmental history, understanding current constraints, and exploring potential advancements and applications in various fields.
- Understand Generative AI in coding, design, and chemistry, mastering algorithms for molecular property prediction and code generation, and comprehending the fundamental architectures for molecular design, code creation, and 3D structural design.
- Explore the collaborative efforts and connection between Generative AI and humans, focusing on creative expression and human emotion.
- Recognize the essentials of Pro-Human Generative AI to enhance human decision-making and societal interactions, focusing on addressing biases, best practices in health and societal applications, and aligning AI with developer and user goals through measurement, feedback-driven reinforcement learning, and deployment strategies.
WHO SHOULD ENROLL
Engineers working as Product Managers, Web Application Developers/Managers, Software Service (SaaS) professionals, UX/UI Designers, Solutions Architects
Technical professionals looking to understand the potential of generative AI in their careers in various fields
No prior background in analytics, computer science, coding, or machine learning is required.
THE MIT XPRO LEARNING EXPERIENCE
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LEARN BY DOING
Practice processes and methods through simulations, assessments, case studies, and tools.
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LEARN FROM OTHERS
Connect with an international community of professionals while working on projects based on real-world examples.
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LEARN ON DEMAND
Access all of the content online and watch videos on the go.
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REFLECT AND APPLY
Bring your new skills to your organization, through examples from technical work environments and ample prompts for reflection.
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DEMONSTRATE YOUR SUCCESS
Earn a Professional Certificate and 3 Continuing Education Units (CEUs) from MIT.
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LEARN FROM THE BEST
Gain insights from twelve esteemed MIT faculty and instructors from MIT's Computer Science and Artificial Intelligence Lab (CSAIL).
MIT FACULTY & INSTRUCTORS
THE BEST COMPANIES CONNECT WITH THE BEST MINDS AT MIT
Deepen your team’s career knowledge and expand their abilities with MIT xPRO’s online courses for professionals. Develop customized learning for your team with bespoke courses and programs on your schedule. Set a standard of knowledge and skills, leading to effective communication among employees and consistency across the enterprise.
Find out what MIT xPRO can do for your team.
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