Data Science - Curriculum
CognivaRise

Program overview
Data drives decisions, and this program is built to help you think, analyze, and solve problems like a data professional. The Data Science program at CognivaRise focuses on turning raw data into meaningful insights through a structured, hands-on learning journey.

Learners progress from data handling and analysis to visualization and predictive modeling, working with real datasets used in industry. The program emphasizes practical implementation, business understanding, and analytical storytelling, rather than just tools and theory.

With guided learning modules, project-based practice, and placement-focused preparation, this program helps you build the confidence and skills needed to step into data-driven roles across industries.

Curriculum
Module 1 Anaconda
 Module 2 Data types in Python
 Module 3 All about Strings
 Module 4 Strings Methods
 Module 5 All about Lists
 Module 6 Control Structure and Flows in Python
 Module 7 Conditional Statements in Python
 Module 8 Loops in Python
 Module 9 What are Functions
 Module 10 Arguments in Functions
 Module 11 Decorator
 Module 12 Generator
 Module 13 Objects and Classes
 Module 14 Files
 Module 15 Exception Handling in Python
 Module 16 Python Packages
 Module 17 Introduction to SQL
 Module 18 Getting started with SQL
 Quiz

Projects
Project 1 Scrapping a website Jumia
 Project 2 Amazon Forest Fires Analysis using Pandas and Matplotlib
 Project 3 Fake News Detection
 Project 4 Cab Fare Prediction
 Project 5 Santander Bank customer transaction prediction using Python