Data Science & Analytics
Advanced Data Analysis
18 weeks
Intermediate to Advanced
Program Overview
Our Data Science program equips you with the skills to analyze and interpret complex data, build predictive models, and generate valuable insights for business decision-making. You'll learn Python programming, statistical analysis, data visualization, and machine learning algorithms. Through hands-on projects with real-world datasets, you'll develop a portfolio that demonstrates your ability to solve data-driven problems.
Key Features
- Statistical Analysis and Python
- Data Visualization
- Machine Learning Algorithms
- Predictive Modeling
- Big Data Tools
Requirements
Basic programming knowledge, understanding of mathematics (statistics, probability), and a computer with Python installed.
Curriculum
1
Python for Data Science
2
Statistical Analysis and Mathematics
3
Data Cleaning and Preprocessing
4
Data Visualization with Matplotlib and Seaborn
5
Machine Learning Fundamentals
6
Supervised and Unsupervised Learning
7
Natural Language Processing
8