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Introduction to Data Science Advanced

By Dr. Ihsan Ayyub Qazi
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About this Course

At LUMSx, we believe in empowering you, our learners, with the skills to thrive in the ever-evolving field of Data Science. 

The Advanced Track of this course is designed for learners with prior coding experience who are ready to engage at a deeper technical level. Assignments are multi-layered and you’ll design scoring systems and tackle open-ended questions that demand critical thinking and thoughtful justification, mirroring the kinds of challenges faced in real-world data science work.

 

COURSE INFORMATION

Are you curious about the world of data science but not sure where to start? Do you want to unlock the secrets of data analysis and drive informed decisions? Are you looking to upskill and take your career to the next level? Whether you’re here to explore potential career pathways or build foundational expertise, we’re thrilled to have you join our course!

Embark on an exhilarating journey into the heart of data science, where insights and innovations converge to shape the future. Are you ready to unravel the mysteries hidden within the vast realms of data?

Together, we’ll explore descriptive statistics and uncover the intricacies of data biases. We’ll then dive into the art of statistical inference and machine learning, where hypotheses are tested and models are built to learn from data. You’ll engage with concepts like regression, classification, and algorithmic decision-making, all while developing the skills to process and analyze data at scale, with care, ethics, and precision.

This is a cohort-based course, meaning you’ll attend alongside a group of peers with a fixed start and end date, allowing for real-time interaction with the course team during live sessions. The course includes live tutorials, interactive sessions with the instructor, and discussions with industry experts in the field of Data Science.

So, what are you waiting for? Choose your track and let’s get started!

Cohort Features

  • Teaching Team Support
  • Guided Tutorials
  • Instructor & Industry Expert Live Sessions
  • Orientation Session: 3rd September – 10th September
  • Instructor Live Session 1: 26th September – 10th October
  • Industry Expert Session 1: 26th October – 5th November
  • Instructor Live Session 2: 15th November – 20th November
  • Industry Expert Session 2: 25th November – 2nd December

What Will You Learn

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

  • Conduct sound data analysis. 
  • Describe a given data set and assess its quality. 
  • Understand issues in data collection.  
  • Build data pipelines (collection, cleaning, EDA, modeling, evaluation, results) for “repeatable” work.  
  • Become well-versed with tools and technologies for data analysis (e.g., Pandas, scikit-learn)  
  • Understand the theory behind drawing inferences from data. 
  • Communicate results effectively. 

Skills You Will Gain

  • Data Cleaning
  • Data Analysis
  • Data Interpretation
  • Programming in Python
  • Bias Identification and Mitigation
  • Statistical and Causal Inference
  • Big Data Management
  • Ethical Data Science

FORMAT

Online Cohort

START DATE

Sep 03, 2025

Registration Deadline

Sep 01, 2025

LANGUAGE

English, Urdu

DURATION

3 Months

QUANTITY

1

PRICE

PKR. 28,000

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 this course led by industry leaders, providing an immersive and interactive learning environment.

2

Enroll for the Upcoming Cohort

Secure your spot by registering for the upcoming cohort

3

Engage in the Learning Journey

Immerse yourself in dynamic live sessions, pre-recorded video lessons, and connect with peers through engaging discussions.

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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          Introduction to Data Science Advanced

          By Dr. Ihsan Ayyub Qazi

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