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Python & Data Science

Standard Computer College

Duration & Mode

  • 10 weeks (weekday) or 8 weekends (bootcamp).
  • Lab-based learning with Jupyter Notebooks.

Entry Requirements

  • Familiarity with basic math/statistics helpful.

Course Structure

  1. Python basics (data types, control flow, OOP).
  2. Numpy, Pandas for data manipulation.
  3. Data visualization (Matplotlib, Seaborn).
  4. Data wrangling & cleaning.
  5. Intro to Machine Learning (scikit-learn).
  6. Real datasets: finance, healthcare, marketing.
  7. Capstone: end-to-end analysis & dashboard.

Assessments

Weekly labs, final report + viva.

Certification

Data Science with Python Certificate.

Career Outcomes

Data Analyst, Junior Data Scientist, Python Developer.

Python & Data Science
Data Analysis Team Work

Tutor Profiles — Data Science with Python

Meet our expert instructors who bridge data, statistics, and real-world insights.

Dr. Faraz Siddiqui

Lead Instructor – Data Analytics & Machine Learning

Python, NumPy, Pandas, Scikit-learn

Background: PhD in Computer Science (Specialisation in Machine Learning), Punjab University College of Information Technology (PUCIT). 10+ years of experience in predictive analytics and consulting projects across Lahore and Dubai.

Teaching Focus: “I train students to think like data scientists asking better questions, not just writing better code.”

Saima Khan

Instructor – Data Wrangling & Visualization

Data Cleaning, EDA, Seaborn, Power BI

Background: MSc in Statistics, University of the Punjab. 6 years of experience in visualization and reporting for FMCG and telecom clients.

Teaching Focus: “Good analysis is storytelling with data — I help students transform messy spreadsheets into meaningful insights.”

Hassan Rauf

Instructor – Python Programming Foundations

Core Python, OOP, Libraries, Data Pipelines

Background: BS Computer Science, FAST-NUCES. 5+ years of experience in Python automation and software development. Python Certified Trainer (PCAP).

Teaching Focus: “A solid Python foundation makes the rest of data science easy — I emphasise clean, readable, and modular coding practices.”

Fatima Javed

Mentor – Capstone & Dashboard Projects

Applied Analytics, Dashboard Design, KPI Storytelling

Background: MBA (Business Analytics), LUMS. 8+ years leading BI teams in healthcare and retail, specialising in turning models into business insights.

Teaching Focus: “Your capstone project should speak business — I ensure every student’s final dashboard reflects real-world decision-making.”

Guest Lecturers & Industry Partners

The Data Science course periodically invites guest data scientists and analysts from the local and international industry to discuss:

  • Real-world dataset challenges (finance, healthcare, marketing)
  • Cloud tools (Google Colab, AWS SageMaker basics)
  • Career building and portfolio strategies

For Admissions

Visit Us:

Standard Computer College
Garja Morr Bhatti, Lahore

Email Us:

admissions@stdcomputercollege.com

Phone:

+92-322-1942007 / +92-334-6371092