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- AI & Machine Learning Engineering Bootcamp – Business Edition
AI & Machine Learning Engineering Bootcamp – Business Edition
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 / 320 Hours
Cohort Size
8–12 learners
Next Start
07/10/2025
Schedule
3 lessons/week
Course Modules
Module 1 : Introduction to Programming
- Python basics: variables, data types, conditionals, loops
- Introduction to AI concepts
- Communication and time management skills
Module 2: Data Structures & Object-Oriented Programming (OOP)
- Lists, sets, dictionaries, classes
- Functions, packages, file handling
- OOP concepts and Python project implementation
Module 3: Probability, Statistics & Data Analysis
- Probability theory & Bayes’ theorem
- Data preprocessing, normalization, outlier removal
- Real-world data analysis projects (insurance, loans, real estate pricing)
Module 4: Machine Learning
- Supervised & unsupervised learning
- Regression, classification, clustering
- Model evaluation and overfitting prevention
Module 5: Deep Learning
- Neural networks, CNN, RNN
- Activation functions & optimization algorithms
- Projects in image, text, and time-series processing
Module 6: Generative AI
- Large Language Models (LLMs) & fine-tuning methods
- Text-to-image & image-to-image generation
- LangChain, vector databases, RAG systems
Module 7: MLOps
- Deploying models with Flask & Streamlit
- CI/CD integration, MLflow model management
- Model monitoring & error handling
Module 8: Final Project & Career Preparation
- Building a complete AI project
- Creating a professional portfolio
- Interview preparation & job search strategies
Learning Objectives
Open new career paths
AI/ML Engineer, AI Specialist, MLOps Engineer, Data Analyst, Generative AI Developer, AI Project Consultant.
Master AI/ML fundamentals
Supervised & unsupervised learning, neural networks, advanced deep learning.
Build practical AI solutions
Using Python, Scikit-Learn, TensorFlow, OpenAI, LangChain, and Streamlit in real-world industry projects.
Work with Generative AI & LLMs
Fine-tuning models, implementing RAG pipelines, and using AI agents in business scenarios.
Deploy ML models professionally
CI/CD pipelines, Docker packaging, model monitoring, full AI deployment stack.
Career readiness
LinkedIn & GitHub presence, AI-enhanced resumes, cover letters, and interview practice.
Is this the right course for you?
Who Is This Course For?
- Individuals with little or no AI/ML background looking to pivot into AI engineering.
- Participants with basic programming knowledge who want to deepen their AI/ML understanding.
- Recent graduates from computer science, IT, or related technical fields aiming to start an AI career.
Why Choose This Course?
- Real hands-on experience: Designed and delivered by AI experts actively working in the field.
- Unmatched practical application: Every module builds part of a real AI system – you graduate with a strong project portfolio.
- German job market readiness: AZAV-certified, recognized in Germany and Europe, eligible for government funding.
- Expert mentorship: Direct guidance from real AI builders.
- Industry-grade tools: Training on technologies and workflows used in top companies.
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.
- Testimonials
Our Graduates Wins
Hani Hakim
Karam Nayef
Mariam Saade
Joe Gosh
Tina Kallas
Hind boweiry
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?
Yes, model packaging, API endpoints (Flask/FastAPI), CI/CD for models, monitoring and troubleshooting in production.
Is there a job guarantee?
No unconditional guarantee. We provide strong placement support and alumni hiring network, employment outcome depends on candidate effort and market conditions.
Financing & pricing?
We offer 0% interest instalment plans starting €180/ month, or you can pay upfront €4800.
Languages & cohorts?
Courses run in Arabic & English depending on cohort, ask admissions for specific cohorts and language tracks.
What is the process after submitting my application?
Your application will be carefully checked by our registration team, and we will reply to you within 48 hours. if your application has approved, an official curriculum details and registration form including our institution registration number and diploma number will be sent you to be submitted to the job center, you should print and present those documents to the job center officer, then the application will be checked by them until respond with Educational Voucher
Your Next Step: Transform Your Career in 6 Months
Seats are limited to ensure maximum benefit for each student.
Reserve Your Spot Now] and start your journey toward excellence in AI development!
Still unsure?
Our program advisors are available 7 days a week to help you choose the right path. Contact us today!