AI Project Management Training Bootcamp
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Course Content
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Become a AI Project Manager - at the neue fische bootcamp
Start your career as an AI Project Manager. Experience a unique bootcamp designed to prepare you to lead AI transformation projects from conception to implementation. Learn from experienced coaches how to bridge technical AI skills with business and project management expertise while ensuring compliance with regulatory requirements such as GDPR and the EU AI Act.
This program offers you a seamless progression of your skills, from identifying AI use cases and mastering machine learning and cloud deployment to agile project management and compliance. Each phase is designed to provide you with in-depth knowledge, hands-on applications, and real-world projects.
In the first 12 weeks, you will dive deep into AI implementation. You will learn Python for data science, data visualization, machine learning, and deep learning. At the same time, you will develop essential skills in design thinking, project management, and regulatory compliance. You will expand your knowledge of data architecture, version control, and cloud technologies, preparing you for real AI projects.
The final 4 weeks are dedicated to your capstone phase. During this time, you will develop a complete AI solution—from modeling to deployment strategy—and create technical documentation to showcase your expertise. Your project will be guided by our coaches and will help you build a portfolio that highlights your skills in the AI industry.
Your hands-on training for a future-proof career
This 18-week program combines solid theoretical foundations with practical, real-world experience, preparing you optimally for your career entry. You will work on real projects, receive personalized feedback, and master tools and methods that are in high demand in the AI industry. In your capstone project, you will demonstrate your abilities and build a portfolio that attracts the attention of leading companies.
With our career coaching, portfolio advice, and targeted application support, you will be well-prepared to launch your career in AI as an AI Project Manager, AI Consultant, or AI Solutions Consultant.
For whom is the AI Project Management bootcamp suited?
Our AI Project Management course is ideal for anyone with a university degree or professional experience who wants to shape the intersection of AI and business. Prior knowledge in mathematics, statistics, and programming languages such as Python and SQL is helpful. If you have an analytical mindset and some experience with machine learning or data management—great! We promote DiversITy, regardless of gender, sexual orientation, social or ethnic background, and welcome everyone who is motivated to successfully manage AI projects: Let’s innovate!
Keyfacts
- Full-time: 4 months (Mon - Fri, 9h - 18h)
- Participants: approximately 15
- Location: Remote
- Course language: English
- Certificates: AI Project Management
Tech Stack
Starting dates
The next dates: AI Project Management Training
Enhance your AI project management skills with our hands-on bootcamp.
Learn how to strategically plan, coordinate, and execute AI projects successfully – from the fundamentals of artificial intelligence to real-world applications in business. Gain essential skills to drive impactful, data-driven AI initiatives.
Nov | 17th Nov – 1st Apr ‘26 | Full-Time | Remote | English | Secure seat |
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Curriculum
This is what you learn in our AI Project Management Bootcamp
Course orientation, learning strategies, career development, responsible AI, Git and Python basics
Start with a solid introduction to the bootcamp, learn effective learning strategies, and lay the foundation for a career in AI project management. You'll set up your technical setup, learn Git workflows, and delve into Python basics, Pandas, and Numpy.
SQL, Data Wrangling & Visualization
Work with Pandas and SQL to extract, clean, and prepare data for analysis. Learn how to visualize data meaningfully to gain business-relevant insights.
EDA, Business Cases & ML Introduction
Deepen your understanding through an EDA project using real data sets. Present your results to stakeholders, learn basic machine learning concepts, and gain a first insight into project management planning.
Regression, Classification, Trees, Ensemble Methods & Hyperparameter Tuning
Build a solid foundation in supervised learning techniques – from regression and classification to model evaluation and regularization, decision trees, ensemble methods (bagging and boosting), and hyperparameter tuning. Apply your knowledge in practical ML challenges.
Agile, Jira & Confluence, User Stories & PRDs
Learn the ins and outs of AI project management. Use Jira and Confluence for planning and documentation, create user stories and PRDs, and implement Agile Scrum methods with all relevant ceremonies.
ANNs, CNNs, Transfer Learning, NLP & Agents
Dive deeper into deep learning architectures—from artificial neural networks to convolutional neural networks. Work with transfer learning and NLP, learn about RAG models, agents, and prompt engineering, and understand the importance of data protection in AI projects.
Docker, APIs & Cloud (GCP)
Learn the entire model deployment process: from A/B testing to Docker containers and APIs to deployments on Google Cloud. Learn how to monitor, test, and optimize models for scalability in production.
Green IT, AI Act, Feasibility & Stakeholder Engagement
Understand how AI projects are evaluated and implemented in a corporate context. Work on risk analyses, feasibility studies, effort estimates, and KPIs. Learn about Green IT practices, GDPR/AI Act compliance, and stakeholder management.
From the idea to the finished AI solution
Start your final project by tackling a real-world business problem with an AI solution—including design thinking, data manipulation, model training, cloud deployment, and compliance aspects. Your capstone project showcases your entire bootcamp journey.
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