No-Code AI Toolkit
CSE-41403
Unlock the power of AI and ML without coding – Empowering you to shape the future, ethically and innovatively.
Explore the foundational principles of artificial intelligence (AI) and machine learning (ML) in this introductory course, designed to be accessible to all, regardless of coding experience. Discover the vast potential of AI/ML in addressing real-world challenges across diverse industries. Through hands-on exercises on no-code platforms, participants will master the art of constructing, training, and deploying AI/ML models. Gain insights into essential AI terminology and delve into the ethical dimensions of AI development and deployment.
Course Highlights:
- AI and Digital Transformation
- Business and AI use cases
- Supervised and Unsupervised Machine Learning
- N-Code ML tools and technologies
- Data preparation, cleaning and feature engineering
- Developing and deploying ML solutions using AutoML tools
Learning Outcomes:
By the end of the course, students will:- Understand the essential concepts of artificial intelligence and machine learning without delving into technical jargon.
- Identify business problems or opportunities that can be effectively addressed using AI/ML techniques.
- Navigate and use intuitive no-code AI/ML platforms to build, train, and deploy models.
- Grasp the basics of data types, preparation, cleaning, and feature engineering for AI/ML readiness.
- Explain the results of different AI/ML models in plain language, relevant to business stakeholders.
Course Typically Offered: Online during Summer and Winter quarter.
Prerequisites: Basic understanding of business and technology and an interest on the impact of AI on business processes and transformation. A bachelor's degree in any field or equivalent experience is desirable.
Next steps: Upon completion of this class, consider enrolling in other courses in the Machine Learning Methods Certificate.
More information: Contact unex-techdata@ucsd.edu to learn more about our programs in Data Science.
Course Information
Course sessions
Section ID:
Class type:
This course is entirely web-based and to be completed asynchronously between the published course start and end dates. Synchronous attendance is NOT required.
You will have access to your online course on the published start date OR 1 business day after your enrollment is confirmed if you enroll on or after the published start date.
Textbooks:
All course materials are included unless otherwise stated.
Policies:
- No refunds after: 9/30/2024
Schedule:
Instructor: Khosrow Khosravani
Khosrow “Koz” Khosravani has been involved in the field of Information Technology for over 3 decades. He started as a Software Engineer at Digital Equipment Corporation (later merged with Compaq) coding Vax-Macro assembly language for VAX mini-computer clusters. He then was involved with many firms as an IT consultant and trainer. His area of specialization includes software engineering, e-business security & back-end integration, distributed relational database management systems, wireless technologies, networking, web development, and distributed applications. He has trained hundreds of employees at major US firms such as Boeing and Raytheon in the areas of web development, online security, and software engineering as well as the integration with back-end systems such as Microsoft IIS web server, SQL server, site server, and the Biztalk server, utilizing Windows advanced server platform.
Koz is currently conducting research on various areas of digital transformation utilizing frontier and emerging technologies such as AI, Blockchain, Cybersecurity, IoT, Big Data, AR/VR and Cloud Computing.
Section ID:
Class type:
This course is entirely web-based and to be completed asynchronously between the published course start and end dates. Synchronous attendance is NOT required.
You will have access to your online course on the published start date OR 1 business day after your enrollment is confirmed if you enroll on or after the published start date.
Textbooks:
No textbook required.
Policies:
- No refunds after: 1/20/2025
Schedule:
Instructor: Khosrow Khosravani
Khosrow “Koz” Khosravani has been involved in the field of Information Technology for over 3 decades. He started as a Software Engineer at Digital Equipment Corporation (later merged with Compaq) coding Vax-Macro assembly language for VAX mini-computer clusters. He then was involved with many firms as an IT consultant and trainer. His area of specialization includes software engineering, e-business security & back-end integration, distributed relational database management systems, wireless technologies, networking, web development, and distributed applications. He has trained hundreds of employees at major US firms such as Boeing and Raytheon in the areas of web development, online security, and software engineering as well as the integration with back-end systems such as Microsoft IIS web server, SQL server, site server, and the Biztalk server, utilizing Windows advanced server platform.
Koz is currently conducting research on various areas of digital transformation utilizing frontier and emerging technologies such as AI, Blockchain, Cybersecurity, IoT, Big Data, AR/VR and Cloud Computing.
