AI & Machine Learning Engineering Bootcamp

From Zero to Professional AI Engineer – Turn your passion for data into a thriving career. Master building AI systems and secure your professional future in 6 months.

Duration

6 months / 1000 Hours

Cohort Size

8-12 learners

Next Start

19/09/2025

Schedule

5 lessons / week

Course Modules

Module 1: Foundations of Programming & AI

Python: Data types, flow control
Data structures: Lists, sets, dictionaries
Introduction to AI concepts

Module 2: Data Structures & OOP

Functions, lambda expressions, packages
File handling & object-oriented programming
Mini Python project

Module 3: Statistics, Probability & Data Analysis

Probability, distributions, outliers
Data processing & normalization
Applied data analysis projects

Module 4: Machine Learning Foundations

Supervised & unsupervised learning
Regression, classification, clustering
Projects with Kaggle datasets

Module 5: Deep Learning & Neural Networks

ANN, CNN, RNN
Image & text classification projects
Model evaluation & optimization

Module 6: Generative AI & Large Language Models

OpenAI tools & image generation
Model fine-tuning, LangChain
Vector databases & RAG systems

Module 7: MLOps & Model Deployment

Flask, Streamlit, CI/CD
Docker containers & model monitoring
Debugging & performance optimization

Module 8: Final Projects

Integrated AI & Generative AI projects
RAG application development
Project presentation & evaluation

Module 9: Career Preparation & Professional Skills

Optimizing LinkedIn for AI professionals
Building a professional GitHub portfolio
Strategies for professional branding

Module 10: CV, Interviews & Presentation Skills

AI-enhanced CV & cover letter creation
Technical & behavioral interview practice
Presenting results to non-technical audiences

Learning Objectives

Open new career paths

as an AI/ML Engineer, AI Specialist, MLOps Engineer, Data Analyst, Generative AI Developer, or AI Project Consultant.

Master AI & ML foundations

Deep understanding of supervised & unsupervised learning, neural networks, and advanced deep learning models.

Develop practical AI solutions

using Python, Scikit-Learn, TensorFlow, OpenAI, LangChain, and Streamlit through industry-focused projects.

Work with Generative AI & LLMs

Fine-tune language models, implement RAG pipelines, and use AI agents in business scenarios.

Deploy ML models professionally

with MLOps skills — CI/CD pipelines, Docker packaging, model monitoring, and full AI deployment stack.

Career readiness

Build a professional online presence, create AI-optimized job applications, and prepare for interviews.

Is this the right course for you?

Who This Course Is For

Individuals with little or no AI/ML background aiming to pivot into AI engineering.
Participants with basic programming knowledge seeking to deepen AI/ML understanding.
Technical graduates (Computer Science, IT, or related fields) starting a career in AI & ML.

Admission Requirements

Bachelor’s degree in Business Administration, Computer Science, or related fields.
Minimum German proficiency: A2
Minimum English proficiency: A2 or higher
Basic computer skills (internet navigation, text editing, spreadsheets, etc.).

Why Choose This Course?

Real-world expertise: Built and taught by AI professionals applying these skills daily in real projects.
Unmatched hands-on practice: Every module builds part of a functional AI system, ensuring immediate practical application.
German job market readiness: Globally recognized AZAV-accredited certificate, qualifying you for government funding and European job opportunities.
Expert mentorship: Learn directly from active AI builders for deep knowledge and ongoing guidance.
Industry-standard tools: Training focuses on tools and workflows used in top companies, preparing you for professional environments from day one.

Trusted & accredited
by AZAV

Mystro is the first AI academy in Germany accredited by AZAV, meaning our programs and institution are officially certified under Germany’s Akkreditierungs- und Zulassungsverordnung Arbeitsförderung for quality in vocational training. Our German AZAV-accredited certificate is a mark of excellence, recognized worldwide for its rigorous standards and quality — enhancing your CV and opening doors to international career opportunities.

Our Graduates Wins

The group projects pushed me out of my comfort zone. Now I actually feel confident automating tasks for clients and charging for it.

I thought automation was just for techies. This course proved me wrong.I built something useful for my online store in under a week.

The live sessions were my favorite. You could ask dumb questions, and actually get clear answers. Very beginner-friendly without being boring.

the first day felt intense. But once I finished the first automation, it clicked. and now I can’t stop building.

I expected theory, but this was all action. We built real projects, and I’m already using one daily in my freelance work.

Honestly, I was skeptical. But by week two, I had a working automation that saves me hours every week. Worth every cent.

FAQ

What are the course Prerequisites?

No prior coding skills required, we provide foundation material; dedicated prep weeks are included for all levels.

What jobs can I work in after graduation?

You will be able to enter the job market directly and fill one of the following positions:

Artificial Intelligence and Machine Learning Engineer

Data Analyst

Generative AI Specialist

Python Programmer

Artificial Intelligence Research Assistant

Duration & format?

Full program can be 6 months, Format mixes live instruction, structured self-study, labs, and +17 hands-on projects culminating in a capstone.

What skills will I gain?

Python, statistics, EDA, supervised/unsupervised ML, deep learning (CNN, RNN, Transformers), MLOps, deployment, and production monitoring.

Which technologies & tools?

Python, NumPy, Pandas, Scikit-learn, TensorFlow/PyTorch, Docker, MLflow, Streamlit, LangChain, vector database, cloud deployment.

Projects & portfolio?

Six major projects (e.g., churn model, image classifier, NLP pipeline, RAG system) plus a capstone. Projects are interview-ready portfolio pieces.

Job support?

Career coaching, mock interviews, technical interview prep, CV/LinkedIn optimization, and recruiter introductions.

Will I learn deployment and MLOps?

Career coaching, mock interviews, technical interview prep, CV/LinkedIn optimization, and recruiter introductions.

Next Step: Transform Your Career in 6 Months

Don’t miss the chance to become the AI engineer you’ve always dreamed of being. Seats are limited to ensure maximum benefit for each student.
Book Your Seat Now and Start Your AI Development Journey!
Still unsure?

Our program advisors are available 7 days a week to help you choose the right path. Contact us today!

€13,720

AI & Machine Learning Engineering Bootcamp

Course Modules