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Epic Academy

Data Science & Machine Learning Course at Epic Academy Kenya, Advanced, 12 Weeks in Nairobi

Move beyond spreadsheets into statistical modelling, machine learning and predictive analytics using real-world datasets. Learn Python, Statistics, Machine Learning, Pandas, NumPy, Scikit-learn at Epic Academy Kenya (www.epicacademy.ke). Build predictive models and communicate data science solutions effectively.

Nairobi,Kenya
Data & AI•Cohort Based

Data Science & Machine Learning

Move beyond spreadsheets into statistical modelling, machine learning and predictive analytics using real-world datasets.

12 Weeks80+ learnersCertification
Program Fee
KES 15,000/ USD 120
Program Overview

Model. Predict. Innovate.

Data science combines statistical analysis, machine learning, and programming to extract insights and make predictions from data.

You'll learn how to build predictive models, evaluate their performance, and communicate data science solutions effectively to stakeholders.

Python

Pandas, NumPy, Scikit-learn

Statistics

Statistical Analysis

Machine Learning

Algorithms & Models

Data Processing

Data Engineering

Data Science & Machine Learning
Data Science & Machine Learning

What You'll Achieve

  • Build machine learning models
  • Perform statistical analysis
  • Evaluate model performance
  • Communicate data science insights
  • Work with real-world datasets

Capstone Project

Build a complete data science project from data collection and cleaning to model building and presentation of insights.

Curriculum

Your Data Science Journey

A comprehensive 12-week program covering statistics, machine learning, and practical data science.

1

Data Science Fundamentals

Month 1

Week 1

Python for Data Science

  • Python Basics
  • Pandas
  • NumPy
Week 2

Data Exploration

  • Data Cleaning
  • EDA
  • Data Visualization
Week 3

Statistics Fundamentals

  • Descriptive Statistics
  • Probability
  • Distributions
Week 4

Inferential Statistics

  • Hypothesis Testing
  • Confidence Intervals
  • Correlation
2

Machine Learning

Month 2

Week 1

Supervised Learning

  • Linear Regression
  • Logistic Regression
  • Decision Trees
Week 2

Advanced ML

  • Random Forest
  • SVM
  • KNN
Week 3

Unsupervised Learning

  • Clustering
  • K-Means
  • PCA
Week 4

Model Evaluation

  • Cross-Validation
  • Metrics
  • Hyperparameter Tuning
3

Advanced & Deployment

Month 3

Week 1

Deep Learning

  • Neural Networks
  • TensorFlow
  • Deep Learning
Week 2

NLP & Time Series

  • NLP
  • Time Series Analysis
  • Forecasting
Week 3

ML Deployment

  • Model Deployment
  • APIs
  • MLOps
Week 4

Capstone Project

  • Project Planning
  • Development
  • Presentation
Technologies

Tools You'll Master

PythonPandasNumPyScikit-learnTensorFlowMatplotlibSeabornStatisticsMachine LearningDeep LearningNLPTime SeriesMLOps

Ready to Become a Data Scientist?

Master machine learning, statistical analysis, and predictive modeling. Build data science projects that solve real problems.

Program Fee
KES 15,000/ USD 120

Frequently Asked Questions about Data Science & Machine Learning at Epic Academy Kenya

What is the Data Science & Machine Learning course at Epic Academy Kenya?

Data Science & Machine Learning at Epic Academy Kenya is a 12 Weeks advanced-level program. Move beyond spreadsheets into statistical modelling, machine learning and predictive analytics using real-world datasets. The course covers Python, Statistics, Machine Learning, Pandas, NumPy and finishes with a capstone project.

Who is the Data Science & Machine Learning course for?

Data Science & Machine Learning at Epic Academy Kenya is designed for advanced learners who already have basic computer literacy and want to build practical, career-ready skills.

What will I learn in the Data Science & Machine Learning course at Epic Academy Kenya?

You will learn Python, Statistics, Machine Learning, Pandas, NumPy, Scikit-learn, TensorFlow, Data Visualization. By the end of the program you will be able to: Build machine learning models; Perform statistical analysis; Evaluate model performance; Communicate data science insights; Work with real-world datasets.

How long does the Data Science & Machine Learning course take at Epic Academy Kenya?

Data Science & Machine Learning at Epic Academy Kenya takes 12 Weeks, delivered in a cohort based format.

How much does the Data Science & Machine Learning course cost at Epic Academy Kenya?

Data Science & Machine Learning at Epic Academy Kenya costs KES 15,000 (approximately USD 120). Scholarships are available for learners with financial need, visit www.epicacademy.ke/scholarships.

Do I get a certificate after the Data Science & Machine Learning course?

Yes. On successful completion of Data Science & Machine Learning at Epic Academy Kenya, you receive an industry-recognized certificate of completion verifiable at certopus.com/verify.

What tools and technologies are used in the Data Science & Machine Learning course?

The Data Science & Machine Learning course at Epic Academy Kenya covers: Python, Pandas, NumPy, Scikit-learn, TensorFlow, Matplotlib, Seaborn, Statistics, Machine Learning, Deep Learning, NLP, Time Series, MLOps.

Is the Data Science & Machine Learning course available online in Kenya?

Yes. Data Science & Machine Learning is available online at Epic Academy Kenya, with live cohort sessions, mentorship and project reviews. Learners across Kenya, Africa and worldwide can participate without relocating to Nairobi.

Is Data Science & Machine Learning at Epic Academy Kenya worth it?

Yes. Data Science & Machine Learning at Epic Academy Kenya is taught by industry practitioners, includes real-world projects, hands-on tools and a capstone project, and finishes with an industry-recognized certificate. Alumni have moved into roles at Safaricom, KCB, Andela and Microsoft, among others.

What career can I pursue after Data Science & ML at Epic Academy Kenya?

Build predictive models and communicate data science solutions effectively. Graduates commonly pursue roles related to Data & AI in Kenya and across Africa, or use the skills to freelance, build products, or advance within their current role.

Can I apply for a scholarship for Data Science & Machine Learning at Epic Academy Kenya?

Yes. Epic Academy Kenya has awarded 180+ scholarships. Apply at www.epicacademy.ke/scholarships. Scholarships cover course fees and include mentorship and project-based learning.