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Machine Learning (Self-Paced)

By Dr. Agha Ali Raza
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About this Course

The Machine Learning course is part of the Data Science Specialization (DSS). Learners can either take it individually or as part of the DSS track. Within the specialization, it is offered as an optional self-paced upgrade that moves learners from the Beginner track to the Intermediate track. Designed around guided coding with pre-built libraries and templates, this version provides an accessible entry point for newcomers.

 

COURSE INFORMATION

Are you intrigued by the world of Artificial Intelligence (AI) and wish to learn about the fascinating field of Machine Learning (ML)? With applications ranging from self-driving cars to voice assistants and large language models, Machine Learning is revolutionizing the way we interact with the world at a fast-evolving pace.

This course is designed to equip you with the essential skills, concepts, and applications of machine learning, setting you on the path to becoming proficient in this field. In this structured and immersive course, you’ll go through fundamental concepts to  advanced techniques, guided by a logical progression through eleven well-curated modules. Whether you are diving into the  nuances of supervised learning, grasping the principles behind neural networks, or exploring the ethical dilemmas encompassing AI and ML, this course provides a comprehensive learning experience.

With captivating videos, hands-on exercises, and peer and staff feedback, you will be able to apply machine learning concepts to real-world scenarios. By the end of this course, you’ll not only have a deep understanding of machine learning techniques but also know how to leverage them responsibly and ethically in various fields.

This course is led by Dr. Agha Ali Raza, known for his stimulating teaching style and ability to deconstruct some of the most complex ML algorithms into everyday, applicable concepts. Let’s embark on this enriching learning journey together, paving your way to becoming a proficient machine learning practitioner!

What Will You Learn

Course Objective: Ignite enthusiasm for Machine Learning and equip learners with the foundational skills to harness its potential.

By the end of this machine learning course, learners will be able to:

  • Intuitively grasp the core principles behind Machine Learning models, tools, and methodologies.
  • Master the mathematical underpinnings of statistical learning.
  • Rigorously navigate the lifecycle of designing, executing, and assessing key Machine Learning models.
  • Select the optimal algorithm for specific challenges and discern the merits and limitations of each.
  • Comprehend the holistic integration of ML in application areas, spanning data sourcing, annotation, algorithm selection, societal biases, model explainability, and its transformative implications.

Skills You Will Gain

  • Machine Learning
  • Supervised Learning
  • KNN
  • Ensemble Methods
  • Decision Trees
  • Neural Networks
  • ML Pipeline

FORMAT

Online Cohort

LANGUAGE

English, Urdu

DURATION

3 months

QUANTITY

1

PRICE

PKR. 18,000

Installment payment plans available

Data Science Specialization

Want to avail group discounts? Visit our “For Organizations” page to learn more about team enrollments.

How Will You Learn?

1

Explore This Course

Explore the course outline developed by Dr. Agha Ali Raza

2

Enroll and Access

Enroll in the course either individually or as part of the Data Science Specialization.

3

Learn in a Cohort/Self-Paced

Engage in real-time/ live discussions and explore self-paced content with course materials.

4

Earn Your Certificate

Successfully complete the course to receive a certificate, showcasing your skills.

Our Instructor(s)

Guest Instructors

Course Outline

Shareable Certificate

Upon completion of the course, you receive a signed certificate from the institute. You can share this certificate in the certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.

Your digital certificate will be issued in your legal name and emailed to you at no additional cost, upon completion of the program, per the stipulated requirements.

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      Machine Learning (Self-Paced)

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        Don't miss out on this upcoming course.

        Get early access by joining the waitlist!

        Machine Learning (Self-Paced)

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        Get exclusive course launch notifications

          Machine Learning (Self-Paced)

          By Dr. Agha Ali Raza

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