Title: Data Analytics [with Python]

Available Seat: will provide soon

Course Duration: 36 hours (12 classes, 3 hours each)

Course Overview:

The Data Analytics with Python course is designed to transform raw data into meaningful insights using the power of Python and modern analytical tools. From data cleaning and visualization to exploratory analysis and basic machine learning, this course takes you through the end-to-end process of turning datasets into decision-making resources.

Students will work with real-world datasets and hands-on projects, gaining practical skills in libraries such as Pandas, NumPy, Matplotlib, and Scikit-learn. The course is structured for beginners yet powerful enough to help you confidently step into the world of data-driven careers.

By the end, you’ll not just understand data—you’ll know how to analyze, visualize, and tell stories with it.

Course Curriculum:

• Week 1: Introduction to Data Analytics & Python Setup

• Week 2: Python Fundamentals for Data Analysis

• Week 3: Data Structures & Operations in Python

• Week 4: Data Cleaning & Preprocessing (Handling Missing Values, Outliers)

• Week 5: Data Manipulation with Pandas

• Week 6: Exploratory Data Analysis (EDA) with Real Datasets

• Week 7: Data Visualization (Matplotlib, Seaborn)

• Week 8: Working with Large Datasets & Time Series Data

• Week 9: Introduction to Statistics for Analytics

• Week 10: Introduction to Machine Learning Concepts (Regression & Classification Basics)

• Week 11: Building Real-Life Dashboards & Reporting

• Week 12: Capstone Project Presentation (End-to-End Data Analytics Project)

Why Take This “Data Analytics” Course?

In today’s data-driven world, businesses and organizations depend on analytics to make strategic decisions. From finance to healthcare, marketing to technology—data is the new fuel, and skilled data analysts are in high demand.

This course bridges the gap between theory and practice, giving you hands-on experience with Python, data wrangling, visualization, and introductory machine learning. Whether you want to start a career in Data Science, Business Analytics, or AI, or simply want to upgrade your professional profile, this course gives you the real skills employers look for.

By the end of this program, you will:
✔️ Confidently handle raw data and transform it into meaningful insights
✔️ Build visualizations and dashboards for storytelling
✔️ Apply machine learning basics to solve practical problems
✔️ Work on real-life projects that you can showcase in your portfolio

Data is everywhere. The question is—can you turn it into insight? With this course, the answer is YES.

Course Fees:

📌 3000/- (Discounted: 2500/- for BUBT students)