Data Science

Data Science and Machine Learning

Learn Python, data analysis, visualization, machine learning algorithms, and AI fundamentals.

6 Months
Duration
KES 0
Tuition Fee
25
Max Students
Upcoming
Enrollment

Program Overview

Course Overview

Master the skills needed to extract insights from data and build predictive models. This program covers Python programming, data manipulation with Pandas, visualization with Matplotlib and Seaborn, and machine learning with scikit-learn.

Syllabus

1. Python Programming (2 weeks)
2. Data Analysis with Pandas (3 weeks)
3. Data Visualization (2 weeks)
4. Statistics for Data Science (2 weeks)
5. Machine Learning Algorithms (4 weeks)
6. Deep Learning Basics (2 weeks)
7. Capstone Project (2 weeks)

Requirements

Basic mathematics and statistics. Programming experience helpful but not required.

Learning Outcomes

Analyze complex datasets, build ML models, create data visualizations, make data-driven decisions.

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