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 to understand AI ecosystems, leverage ML techniques across 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

Please note: We provide tailored versions of our courses to cater to the specific needs of organisations. The pricing for customised courses may differ from that of our open-enrollment courses. For more details on pricing and instructor information, kindly reach out to us via email at??ces@lums.edu.pk

Course Outline

Ramish Rasool

Ramish Rasool (LUMS Alumni) brings extensive global industry experience as a Senior ML Engineer. From optimizing cloud infrastructure for US-based startups to building cost-effective GPU backends, Ramish masters the engineering challenges behind modern AI. Specializing in LLMs, RAG pipelines, and MLOps, his course bridges the gap between academic theory and the deployment of scalable, real-world AI solutions.

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 the 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