Minors in Data Science at PCCOE

[Audio] PIMPRI CHINCHWAD EDUCATION TRUST's PIMPRI CHINCHWAD COLLEGE OF ENGINEERING NBA Accredited | NAAC Accredited with 'A' Grade | An Autonomous Institute | AICTE Approved | ISO 21001:2018 Certified | Permanently Affiliated to SPPU, Pune Minors in Data Science Dept. of Computer Engineering Academic Year 2026-27 | Regulations 2023.

[Audio] Program Overview Total Credits Total Marks 01 03 20 credits spread across Semesters V to VIII with 7 courses in total. 600 marks across all courses, labs, and the minor project component. Program Type Key Highlights 02 04 Minors degree complementing core engineering studies under Regulations 2023. Multidisciplinary, industry-relevant curriculum with a strong research foundation..

[Audio] Key Objectives Multidisciplinary Knowledge Enhance Employability Skills 01 02 Impart knowledge spanning data science, statistics, and engineering disciplines. Equip students with industry-ready skills applicable across engineering fields. Industry Demand Fulfillment Research & Higher Studies 03 04 Address growing industry needs for multidisciplinary data-driven professionals. Build a strong foundation for advanced research and postgraduate opportunities..

[Audio] PCCOE Data Scientist Data Engineer 01 03 Analyze complex datasets to extract insights and build predictive models using ML and AI. Design and maintain data pipelines, warehouses, and scalable infrastructure systems. Business Analyst Risk Analyst & More 02 04 Bridge data insights with business strategy to drive informed decisions and growth. Assess risks using data models, plus many more interdisciplinary roles in tech and finance. Career Opportunities.

[Audio] PCCOE What is Data Science? Data Science is an interdisciplinary field combining data analysis, algorithms, and artificial intelligence to extract meaningful insights from data. Focuses on finding patterns and making decisions using machine learning and deep learning Core skills: statistics, machine learning, and data visualization Bridges computer science, mathematics, and domain expertise.

[Audio] PCCOE Semester V & VI – Foundation Curriculum Structure 01 Probability & Statistics (3 cr), Python Lab (2 cr), Basics of Data Science (3 cr), Data Science Lab (2 cr) Semester VII – Advanced Analytics 02 Data Analytics & Visualization (3 cr), Data Visualization Laboratory (2 cr) Semester VIII – Minor Project 03 Minor Project (5 credits) – Real-world data science application. Total: 20 credits across Sem V–VIII..

[Audio] Semester V & VI Courses Probability & Statistics 01 Probability and Statistics for Data Science – 3 credits. Covers distributions, hypothesis testing, and statistical inference. Programming with Python Lab 02 Programming with Python Laboratory – 2 credits. Hands-on Python coding, data structures, and scripting fundamentals. Basics of Data Science & Lab 03 Basics of Data Science (3 credits) + Data Science Lab (2 credits). Data preprocessing, ML intro, and exploratory analysis..

[Audio] Semester VII & VIII Highlights Data Analytics & Visualization 01 Sem VII | 3 Credits – Clustering, association rules, regression, and data analytics techniques. Data Visualization Laboratory 02 Sem VII | 2 Credits – Hands-on visualization using Tableau, Excel, and Python libraries. Minor Project 03 Sem VIII | 5 Credits – Real-world data science project applying all learned concepts..

[Audio] Learning Outcomes Statistical Data Analysis Advanced Statistical Modeling 01 02 Analyze data using statistical methods and draw meaningful insights from datasets. Hypothesize and validate advanced statistical models for real-world data problems. Exploratory Data Analysis & ML Big Data Visualization 03 04 Visualize big data effectively using modern tools like Tableau, Python, and R. Perform exploratory data analysis and apply machine learning and data science concepts effectively..

[Audio] Tools & Technologies Students will gain hands-on experience with industry-standard tools: Python, R, and Weka for data processing; NumPy, Pandas, and Scikit-learn for machine learning; and Tableau and Excel for data visualization and reporting..

[Audio] About PCCOE & Computer Engineering PCCOE is an Autonomous institute, AICTE approved & affiliated to SPPU Pune. Institute Vision: To be among the Top 100 engineering institutes in India, delivering ethical and quality education. Department Vision: A premier Computer Engineering program fostering global competence, innovation, and ethical values..

[Audio] PIMPRI CHINCHWAD EDUCATION TRUST's PIMPRI CHINCHWAD COLLEGE OF ENGINEERING NBA Accredited | NAAC Accredited with 'A' Grade | An Autonomous Institute | AICTE Approved | ISO 21001:2018 Certified | Permanently Affiliated to SPPU, Pune Enrollment opens for Academic Year 2026-27 under Regulations 2023. Department of Computer Engineering, PCCOE Sector No. 26, Pradhikaran, Nigdi, Pune 411044 Enroll Now ✉ Contact the department for admission queries and program details. Explore the Minors in Data Science and shape your future!.

[Audio] PIMPRI CHINCHWAD EDUCATION TRUST's PIMPRI CHINCHWAD COLLEGE OF ENGINEERING NBA Accredited | NAAC Accredited with 'A' Grade | An Autonomous Institute | AICTE Approved | ISO 21001:2018 Certified | Permanently Affiliated to SPPU, Pune Thank You! Thank you for your attention! Any questions? Department of Computer Engineering, PCCOE.