AfterWork Data Science Fellowship Program

The AfterWork Data Science Fellowship Program is an 8 week online data science program
that provides working professionals with skills and guidance to begin a career in data science.

What will you learn?

Upon going through the following workshops, you will be able to:
  • Implement data wrangling and visualization techniques in preparation for further analysis.
Core Workshops
  • Python Basics for Data Science
  • SQL Basics for Data Science
  • Data Wrangling with Python
  • Data Visualisation with Python
Additional Topics
  • Exploratory Data Analysis (EDA)
  • CRISP-DM Methodology
  • Ethics for Data Science

Upon going through the following workshops, you will be able to:
  • Perform univariate and multivariate statistical analysis with Python.
  • Understand the basic mathematical foundations for Data Science.
Core Workshops
  • Data Analysis and Reporting with Python
  • Data Analysis and Reporting with SQL
  • Statistical Analysis with Python
  • Mathematics for Data Science
Additional Topics
  • Statistical Distributions
  • Sampling Techniques with Python
  • Hypothesis Testing

Upon going through the following workshops, you will be able to:
  • Apply regression, classification and ensemble techniques to predict outcomes in data problems.
  • Perform clustering analysis techniques to learn the characteristics of datasets.
Core Workshops
  • Regression Analysis with Python
  • Classification Analysis with Python
  • Ensemble Learning with Python
  • Clustering Analysis with Python
Additional Topics
  • Associative Analysis with Python
  • Text Analysis with Python
  • Image Analysis with Python

Upon going through the following workshops, you will be able to:
  • Perform feature engineering, hyperparameter tuning to improve the accuracy of models in predicting outcomes.
  • Deploy models via REST API to allow for external use with other applications.
Core Workshops
  • Feature Engineering with Python
  • Hyper-parameter Tuning
  • Deployment via REST API
  • Capstone Project Presentations
Additional Topics
  • Feature Selection with Python
  • Dimensionality Reduction
You will acquire market-aligned Data Science skills
Python SQL Data Wrangling Data Visualisation
Data Analysis Classification Analysis Regression Analysis Clustering Analysis Image Analysis
Text Analysis Statistical Analysis Sampling Techniques Model Deployment
Hyperparameter tuning Feature Engineering Feature Selection

At what Cost?

The total cost of the fellowship program is $150. In return, you will get the following:

Data Science skills

  • Market-aligned Data Skills
  • Intensive Workshops
  • Technical Support

A Diverse Portfolio

  • 10+ Real-life Projects
  • Industry Methodologies
  • Feedback From Experts

Access to a Network

  • Pan-African Community
  • Data Scientists
  • Career Opportunities