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

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