The Midwest Big Data Summer School for Early Career Researchers designed as an intensive curriculum aimed at practitioners and researchers to get them started in data-driven research and development. The school will include full day lectures on topics ranging from: data acquisition, data preprocessing, exploratory data analysis, descriptive data analysis, data analysis tools and techniques, visualization and communication, ethical issues in data science, reproducibility and repeatability, and understanding of domain/context