
Overview:
This course demystifies complex concepts and provides a solid foundation in artificial intelligence and machine learning. Over six weeks, participants will engage with practical examples, hands-on exercises, and discussions that bring AI and ML theories to life. By the end of the course, students will be equipped with the knowledge to understand AI ecosystems, leverage ML techniques in various scenarios, and ideate AI-driven solutions.
Learning Outcomes
By the end of this course, the students should be able to:
Understand the AI and ML ecosystem
Identify and apply various ML techniques in appropriate scenarios
Form a basis to grasp more advanced concepts related to AI
Develop ideas for AI-based products and solutions
Understand different AI models and their use cases

Master of Business Administration (MBA), Lahore University of Management Sciences
Bachelor of Science (BSc), Social Sciences, Lahore University of Management Sciences
Application Process:
Participants must register online through the CES website by clicking on their desired course and filling out a one-page form. Before starting the registration process, please ensure that you have the following:
- A passport-sized photograph for the CES smartcard. It should be against a white background.
- Correct CNIC details.
Incorrect information provided during the registration process will lead towards cancellation of your enrolment at any stage, and participants will not be entitled to claim a refund.
Once you have completed your online registration, you may proceed to the payment section. You have two options:
1. Pay online using your bank debit/credit cards through LUMS online payment system https://pay.lums.edu.pk
2. Download the fee voucher and deposit cash in any branch of the designated banks specified on the fee voucher.
Once the payment has been made, you will receive a confirmation email within 24 to 48 working hours, and your payment status will be updated to "ENROLLED" in the online application portal.
Installment:
KalPay Taleem offers monthly installments for all CES on-campus courses and workshop fees. For more details, contact via WhatsApp at 0328 3044414 (working hours - 9:30 AM to 6:00 PM), or visit taleem.portal.kalpayfinancials.com/sign-up to apply!
Note: CES may cancel or postpone a course due to insufficient enrolment or unforeseen circumstances. In this case, the university will refund registration/processing fee (if any) but will not be responsible for any other related charges/expenses including cancellation/change charges by airline and travel agencies.
Please go through Policies & Code of Conduct
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