Data Science Project Management Masterclass

Course overview

Goals of the Training The focus of the Data Science Project Management Masterclass is on imparting knowledge and skills in the fields of data science and project management. The content includes advanced mathematics and statistics, which serve as the foundation for machine learning and deep learning. Innovation and entrepreneurship are also addressed to promote creative approaches in data analysis. Additionally, methods for evaluating use cases and managing IT projects are covered. A practical project on technical project planning rounds off the training. Content of the Training Advanced Mathematics Calculus Integral Transformations Vector Algebra Vector Calculus Matrices and Vector Spaces Information Theory Advanced Statistics Introduction to Statistics Important Probability Distributions and Their Applications Bayesian Statistics Descriptive Statistics Data Visualization Parameter Estimation Hypothesis Testing Machine Learning Supervised, Unsupervised, and Reinforcement Learning Approaches Regression and Classification of Learning Problems Estimating Functional Dependencies Using Regression Methods Data Clustering Support Vector Machines, Large Margin Classification Learning in Decision Trees Deep Learning Introduction to Neural Networks and Deep Learning Network Architectures Neural Network Training Alternative Training Methods Additional Network Architectures Innovation and Entrepreneurship Innovation Management and Entrepreneurship in a Globalized World Basics of Entrepreneurship Business Idea and Company Formation Funding Sources and Funding Processes Internet, Digital Business, and Artificial Intelligence Strategic Alliances Family Businesses Use Case and Evaluation Use Case Assessment Model-Centered Evaluation Business-Centered Evaluation Monitoring Avoiding Common Pitfalls Change Management Management of IT Projects Risks and Challenges of Industrial Software Engineering Software Lifecycle: From Planning to Decommissioning Roles in Software Engineering Organization of Software Projects Software Process Model Frameworks Organization and Structure in IT Project Management Selected Techniques in IT Project Management Thinking Models in IT Project Management Project: Technical Project Planning In this course, participants will learn to apply the project management concepts learned in the previous modules in a practical project.

Upcoming dates

• 2026-10-18T22:00:00.000Z · 2027-06-18T22:00:00.000Z · Karlsruhe, Baden · Blended Learning
• 2026-10-18T22:00:00.000Z · 2027-06-18T22:00:00.000Z · Duisburg · Blended Learning
• 2026-10-18T22:00:00.000Z · 2027-06-18T22:00:00.000Z · München · Blended Learning
• 2026-10-18T22:00:00.000Z · 2027-06-18T22:00:00.000Z · Leipzig · Blended Learning
• 2026-10-18T22:00:00.000Z · 2027-06-18T22:00:00.000Z · Hannover · Blended Learning