Bauhaven

Data Science & Machine Learning

Learn data analysis, Python, machine learning fundamentals, and practical AI model workflows for real-world projects.

Printed data charts and reports being reviewed with a magnifying glass during data analysis.

Data Science & Machine Learning

This course teaches students how to work with data from collection and cleaning to analysis, visualization, and machine learning. You will learn Python programming for data work, explore statistics and data storytelling, and build practical machine learning models. The program focuses on hands-on projects that help learners turn raw data into insights and create portfolio-ready AI and machine learning solutions.

Levels

Beginner Level

Duration: 1-2 Months

Fee: 50,000 FCFA

Outline:

Introduction to data science
Python basics for data work
Working with notebooks
Data types, lists, dictionaries, and functions
Introduction to Pandas and NumPy
Cleaning and organizing datasets
Basic statistics for data analysis
Simple charts and visual storytelling

Outcome:

Write basic Python for data tasks
Load and inspect datasets
Clean and prepare simple data
Understand basic statistics
Create simple visualizations
Explain insights from data clearly

Intermediate Level

Duration: 3-4 Months

Fee: 100,000 FCFA

Outline:

Beginner Level +
Exploratory data analysis
Data visualization with Matplotlib
Feature engineering basics
Introduction to machine learning
Regression and classification models
Model evaluation and validation
Building data dashboards and reports

Outcome:

Analyze real-world datasets
Build clear charts and reports
Prepare features for machine learning
Train basic predictive models
Evaluate model performance
Present data insights professionally

Advanced Level

Duration: 5-6 Months

Fee: 150,000 FCFA

Outline:

Intermediate Level +
Advanced supervised learning
Unsupervised learning and clustering
Model tuning and pipelines
Introduction to deep learning concepts
Natural language processing basics
Deploying simple machine learning apps
Capstone project: end-to-end ML solution

Outcome:

Build complete machine learning workflows
Tune and compare model performance
Apply clustering and text analysis basics
Package a simple ML project for users
Document results and limitations
Build a portfolio-ready data science project

Course Details

Overall Duration: 6 months

Starting Fee: 50,000 FCFA

Designed For: students, analysts, developers, business owners, professionals who want to use data and machine learning to solve real problems

Tools You'll Learn

PythonPandasNumPyMatplotlibScikit-learnJupyter NotebookExcelPower BI

Other Courses

Popular

What you'll learn:

• Graphics design as a field
• Design principles basics & composition
• Color theory, typography & layout
• Introduction to Photoshop & Illustrator

1-2 MonthsBeginner Level

Graphics Design

Learn the fundamentals of visual communication and creative layout design to create stunning graphics for print and web.

PhotoshopIllustratorInDesign+3 more

What you'll learn:

• Basics of branding & visual identity
• Brand values & positioning
• Elements of a brand system
• Logo design principles & symbolism

1-2 MonthsBeginner Level

Brand & Identity Design

Master the art of brand and identity design, from initial concept to professional execution.

Adobe Illustratormood boardsAdobe Dimension

Popular

What you'll learn:

• Fundamentals of UI/UX design
• Understanding users, needs, & goals
• Design thinking & workflow basics
• Using Figma for interface design

1 MonthBeginner Level

UI & UX Design

Learn to design intuitive and visually appealing user-centered digital experiences for web and mobile platforms.

FigmaAdobe XD