Data Science with Python
About This Course
Course Description
A comprehensive course teaching data science fundamentals through advanced concepts using Python. Students will learn data analysis, statistical methods, machine learning, and data visualization while working on real-world projects and datasets.
Course Objectives
By the end of this course, students will be able to:
- Process and analyze large datasets using Python
- Apply statistical methods for data analysis
- Build and evaluate machine learning models
- Create compelling data visualizations
- Develop end-to-end data science projects
- Make data-driven decisions
Prerequisites
- Basic Python programming knowledge
- Understanding of basic mathematics
- Familiarity with basic statistics (recommended)
- Computer with minimum 16GB RAM
Last edited 1 minute ago
Curriculum
11 Lessons
Module 1: Data Science Foundations (2 weeks)
Week 1: Introduction to Data Science
Week 2: Data Manipulation
Module 2: Statistical Analysis and Visualization (3 weeks)
Module 3: Machine Learning Fundamentals (4 weeks)
Module 4: Advanced Topics and Applications (3 weeks)
Your Instructors
InfoSoft
See more
Free
