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Course Description

The field of artificial intelligence (AI) has undergone many transformations since its inception in the late 1950s and 1960s. In this century, AI researchers and experts have focused on machine learning approaches, a key application of technology for life today.

In this course, you will review the key dimensions of machine learning and examine some of the major types of machine learning. You will investigate why machine learning is important and explore when machine learning works, when it does not, and what kinds of challenges you may face in implementing it. You will also identify ways in which machine learning is being used to address challenges and solve problems in both your personal and professional lives. By discovering the fundamentals of neural networks, including their strengths and limitations, you will examine how neural networks and supervised learning work. Finally, you will delve into advanced machine learning topics, including “deep fakes,” generative adversarial networks (GANs), reinforcement learning, and dealing with complex worlds, all providing you with valuable perspective on many key technologies impacting society today.

Faculty Author

Soumitra Dutta

Benefits to the Learner

  • Identify when to apply machine learning technologies
  • Explore how neural networks and supervised learning work
  • Investigate advanced machine learning topics

Target Audience

  • Managers and senior leaders across functions, including tech, operations, finance, and HR
  • Product managers and developers
  • Individuals focused on strategic change using evolving technology trends

Applies Towards the Following Certificates

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Enroll Now - Select a section to enroll in
Type
2 week
Dates
Nov 27, 2024 to Dec 10, 2024
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Dec 11, 2024 to Dec 24, 2024
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Dec 25, 2024 to Jan 07, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Jan 08, 2025 to Jan 21, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Jan 22, 2025 to Feb 04, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Feb 05, 2025 to Feb 18, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Feb 19, 2025 to Mar 04, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Mar 05, 2025 to Mar 18, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Mar 19, 2025 to Apr 01, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Apr 02, 2025 to Apr 15, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Apr 16, 2025 to Apr 29, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Apr 30, 2025 to May 13, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
May 14, 2025 to May 27, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
May 28, 2025 to Jun 10, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Jun 11, 2025 to Jun 24, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Jun 25, 2025 to Jul 08, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Jul 09, 2025 to Jul 22, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Jul 23, 2025 to Aug 05, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Aug 06, 2025 to Aug 19, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Aug 20, 2025 to Sep 02, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Sep 03, 2025 to Sep 16, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Sep 17, 2025 to Sep 30, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Oct 01, 2025 to Oct 14, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Oct 15, 2025 to Oct 28, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Oct 29, 2025 to Nov 11, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Nov 12, 2025 to Nov 25, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Nov 26, 2025 to Dec 09, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Dec 10, 2025 to Dec 23, 2025
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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
2 week
Dates
Dec 24, 2025 to Jan 06, 2026
Total Number of Hours
10.0
Course Fee(s)
Standard Price $999.00
Section Notes

IMPORTANT COURSE INFORMATION

  • 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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