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Course Description

In the world of artificial intelligence (AI), data is the lifeblood of effective models. The adage "garbage in, garbage out" highlights the necessity of using high-quality data to train AI systems. This course is designed to equip you with the skills to define data requirements and acquire necessary data through web-scraping techniques. You will discover how to categorize and analyze data for relevance and insights, ensuring its quality through meticulous cleaning and preprocessing.

You will examine various aspects of data preparation, including handling missing values, identifying and addressing outliers, and ensuring data consistency. The course also covers the critical issues of data bias, privacy, and ethical considerations, providing strategies to mitigate these challenges. You will explore how to build resilient AI models and understand the influence of data on different features of a business model. By the end of this course, you will be able to leverage data for strategic competitive advantage and create AI models that drive meaningful business outcomes.

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

Faculty Author

Lutz Finger

Benefits to the Learner

  • Acquire and describe data for an AI product
  • Identify and address data biases
  • Leverage data for strategic competitive advantage

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

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Enroll Now - Select a section to enroll in
Type
3 week
Dates
Dec 18, 2024 to Jan 07, 2025
Total Number of Hours
18.0
Course Fee(s)
Regular Price $999.00
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
Feb 12, 2025 to Mar 04, 2025
Total Number of Hours
18.0
Course Fee(s)
Regular Price $999.00
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 09, 2025 to Apr 29, 2025
Total Number of Hours
18.0
Course Fee(s)
Regular Price $999.00
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 04, 2025 to Jun 24, 2025
Total Number of Hours
18.0
Course Fee(s)
Regular Price $999.00
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
Jul 30, 2025 to Aug 19, 2025
Total Number of Hours
18.0
Course Fee(s)
Regular Price $999.00
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
Sep 24, 2025 to Oct 14, 2025
Total Number of Hours
18.0
Course Fee(s)
Regular Price $999.00
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 19, 2025 to Dec 09, 2025
Total Number of Hours
18.0
Course Fee(s)
Regular Price $999.00
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.
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