Loading...

Course Description

Good Old-Fashioned AI (GOFAI) is effective for many tasks but has limitations when dealing with complex data patterns. Neural networks (NN), inspired by the human brain, offer a powerful alternative by learning from data patterns and relationships. This course will introduce you to the foundations and architectures of neural networks, enabling you to train, evaluate, and optimize these models to improve performance. You will explore the impact of data volume and model complexity on predictions, ensuring you select the most suitable NN models for various business scenarios. The course also delves into ethical considerations, such as model bias and data privacy, to ensure responsible AI implementation.

By examining real-world applications and engaging in hands-on exercises, you will develop practical skills in configuring neural networks and evaluating their performance. This course will equip you with the knowledge to apply these techniques effectively and create an action plan to address ethical concerns, ensuring your AI projects are both effective and responsible.

You are required to have completed the following courses or have equivalent experience before taking this course: 

  • Creating Business Value With AI
  • Exploring Good Old-Fashioned AI
  • Leveraging Data for AI Solutions

Faculty Author

Lutz Finger

Benefits to the Learner

  • Optimize the configuration of a neural network
  • Evaluate the impact of data and complexity on model performance
  • Identify, create, and assess a neural network suitable for a specific business use case
  • Create an action plan for model bias and data privacy

Target Audience

  • Professionals seeking fundamental AI skill development
  • Product managers and leaders
  • Early-career AI specialists
  • Data scientists 
  • Tech enthusiasts
  • Entrepreneurs
  • Venture capitalists
  • C-suite leaders 
  • Innovators and design thinkers
  • Anyone interested in applying AI and automation in their industry 

Applies Towards the Following Certificates

Loading...
Enroll Now - Select a section to enroll in
Type
3 week
Dates
Sep 18, 2024 to Oct 08, 2024
Total Number of Hours
18.0
Course Fee(s)
Contract Fee $100.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note that the content in this certificate program was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed JCB701: Creating Business Value With AI prior to JCB702: Exploring Good Old-Fashioned AI, and JCB702: Exploring Good Old-Fashioned AI prior to JCB703: Leveraging Data for AI Solutions, etc. 
  • You have just received access to Symposium for one year! Symposium features various live, highly participatory virtual Zoom sessions with Cornell faculty and experts to explore today’s most pressing AI topics. Throughout the year, you may participate in as many sessions as you wish. Attending a Symposium is not required to successfully complete the certificate program.
Type
3 week
Dates
Oct 23, 2024 to Nov 12, 2024
Total Number of Hours
18.0
Course Fee(s)
Contract Fee $100.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note that the content in this certificate program was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed JCB701: Creating Business Value With AI prior to JCB702: Exploring Good Old-Fashioned AI, and JCB702: Exploring Good Old-Fashioned AI prior to JCB703: Leveraging Data for AI Solutions, etc. 
  • You have just received access to Symposium for one year! Symposium features various live, highly participatory virtual Zoom sessions with Cornell faculty and experts to explore today’s most pressing AI topics. Throughout the year, you may participate in as many sessions as you wish. Attending a Symposium is not required to successfully complete the certificate program.
Type
3 week
Dates
Nov 13, 2024 to Dec 03, 2024
Total Number of Hours
18.0
Course Fee(s)
Contract Fee $100.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note that the content in this certificate program was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed JCB701: Creating Business Value With AI prior to JCB702: Exploring Good Old-Fashioned AI, and JCB702: Exploring Good Old-Fashioned AI prior to JCB703: Leveraging Data for AI Solutions, etc. 
  • You have just received access to Symposium for one year! Symposium features various live, highly participatory virtual Zoom sessions with Cornell faculty and experts to explore today’s most pressing AI topics. Throughout the year, you may participate in as many sessions as you wish. Attending a Symposium is not required to successfully complete the certificate program.
Type
3 week
Dates
Jan 08, 2025 to Jan 28, 2025
Total Number of Hours
18.0
Course Fee(s)
Contract Fee $100.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note that the content in this certificate program was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed JCB701: Creating Business Value With AI prior to JCB702: Exploring Good Old-Fashioned AI, and JCB702: Exploring Good Old-Fashioned AI prior to JCB703: Leveraging Data for AI Solutions, etc. 
  • You have just received access to Symposium for one year! Symposium features various live, highly participatory virtual Zoom sessions with Cornell faculty and experts to explore today’s most pressing AI topics. Throughout the year, you may participate in as many sessions as you wish. Attending a Symposium is not required to successfully complete the certificate program.
Type
3 week
Dates
Mar 05, 2025 to Mar 25, 2025
Total Number of Hours
18.0
Course Fee(s)
Contract Fee $100.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note that the content in this certificate program was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed JCB701: Creating Business Value With AI prior to JCB702: Exploring Good Old-Fashioned AI, and JCB702: Exploring Good Old-Fashioned AI prior to JCB703: Leveraging Data for AI Solutions, etc. 
  • You have just received access to Symposium for one year! Symposium features various live, highly participatory virtual Zoom sessions with Cornell faculty and experts to explore today’s most pressing AI topics. Throughout the year, you may participate in as many sessions as you wish. Attending a Symposium is not required to successfully complete the certificate program.
Type
3 week
Dates
Apr 30, 2025 to May 20, 2025
Total Number of Hours
18.0
Course Fee(s)
Contract Fee $100.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note that the content in this certificate program was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed JCB701: Creating Business Value With AI prior to JCB702: Exploring Good Old-Fashioned AI, and JCB702: Exploring Good Old-Fashioned AI prior to JCB703: Leveraging Data for AI Solutions, etc. 
  • You have just received access to Symposium for one year! Symposium features various live, highly participatory virtual Zoom sessions with Cornell faculty and experts to explore today’s most pressing AI topics. Throughout the year, you may participate in as many sessions as you wish. Attending a Symposium is not required to successfully complete the certificate program.
Type
3 week
Dates
Jun 25, 2025 to Jul 15, 2025
Total Number of Hours
18.0
Course Fee(s)
Contract Fee $100.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note that the content in this certificate program was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed JCB701: Creating Business Value With AI prior to JCB702: Exploring Good Old-Fashioned AI, and JCB702: Exploring Good Old-Fashioned AI prior to JCB703: Leveraging Data for AI Solutions, etc. 
  • You have just received access to Symposium for one year! Symposium features various live, highly participatory virtual Zoom sessions with Cornell faculty and experts to explore today’s most pressing AI topics. Throughout the year, you may participate in as many sessions as you wish. Attending a Symposium is not required to successfully complete the certificate program.
Required fields are indicated by .