AI & Generative AI Bootcamp with Python and Azure Intermediate
The AI & Generative AI Bootcamp by Open Source equips developers, data scientists, and AI engineers with practical skills in fine-tuning, deploying, and optimizing open-source generative AI models for text, image, and multi-modal applications. It solves the critical industry gap in hands-on expertise with open models, as 74% of enterprises now prioritize open-weight AI to avoid vendor lock-in. Learners gain mastery in Hugging Face, LangChain, Stable Diffusion, and RAG pipelines through project-based training.
This bootcamp prepares learners for the Open Generative AI: Build with Open Models and Tools Professional Certificate on Coursera, featuring Koenig’s 30-day lab access for continuous practice. Graduates build portfolio-ready applications, enabling career advancement into high-demand roles like Generative AI Developer and AI Engineer.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The AI & Generative AI Bootcamp by Open Source is a comprehensive, hands-on training program designed for aspiring AI engineers, data scientists, and software developers aiming to master the latest advancements in artificial intelligence. While no formal certification exam is tied directly to this course, it aligns closely with industry-recognized skills validated in roles such as Machine Learning Engineer, AI Solutions Developer, and NLP Specialist. With 78% of enterprises now adopting generative AI technologies according to Gartner’s 2024 report, this bootcamp equips learners with in-demand competencies to build production-grade AI systems. It is ideal for professionals seeking to transition into AI-focused roles or enhance their existing technical expertise with practical, real-world applications in generative models and intelligent agent design.
Participants in the AI & Generative AI Bootcamp engage deeply with key open-source tools and platforms including LangChain, Hugging Face, Ollama, LlamaIndex, Vector Databases, and CrewAI for building AI agents. The curriculum emphasizes hands-on learning through labs conducted in Jupyter Notebooks and Google Colab, where students configure and deploy real applications such as retrieval-augmented generation (RAG) pipelines, fine-tuned language models, and autonomous AI agent workflows. A signature project involves building a RAG-powered search application using local LLMs like Llama or Gemma, integrating external APIs, and implementing prompt engineering techniques to deliver accurate, context-aware responses. These exercises simulate real-world development scenarios, ensuring graduates can immediately contribute to AI initiatives in production environments using the full-stack toolkit of modern generative AI.
By completing the AI & Generative AI Bootcamp, learners gain the practical expertise needed to pursue roles in high-growth AI sectors, with Glassdoor reporting an average salary of $147,000 for AI Engineers in the United States. The program prepares participants for success not only through technical mastery but also via Koenig Solutions’ Guaranteed-to-Run training model, which ensures course availability with flexible 1-on-1 instructor support and official open-source curriculum alignment. Graduates leave with a portfolio of working AI applications, positioning them to lead innovation in generative AI across industries. This bootcamp serves as a launchpad for a future-proof career at the forefront of technological transformation, empowering learners to build, deploy, and manage next-generation intelligent systems.
What You'll Learn
Prerequisites
- Proficiency in Python 3.10 or 3.11, including writing and executing scripts, is essential for mastering the AI & Generative AI Bootcamp by Open Source. This skill helps you develop and test AI models efficiently.
- Experience with pip package manager for installing and managing Python dependencies is crucial. It ensures smooth setup and integration of AI libraries during the AI & Generative AI Bootcamp.
- Working knowledge of Git for version control, including cloning repositories and managing commits, is vital. It enables collaboration and code management in the AI & Generative AI Bootcamp by Open Source.
- Familiarity with OpenAI API or similar hosted LLM platforms (like Gemini or Together AI) for model inference is recommended. This knowledge accelerates your ability to deploy AI solutions after completing the AI & Generative AI Bootcamp.
- Ability to use Docker for containerizing applications or Windows Subsystem for Linux (WSL) on Windows systems is beneficial. It streamlines deployment and testing in the AI & Generative AI Bootcamp by Open Source.
- Basic understanding of Unix-like operating environments (Linux, macOS) for development and deployment is helpful. It prepares you for working efficiently during the AI & Generative AI Bootcamp.
Certification Exam
Everything you need to know about the AI & Generative AI Bootcamp with Python and Azure certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Mastering Generative AI and LLMs
2
Day 2– AI Architecture and Foundation
3
Day 3– Developing Generative AI Applications
4
Day 4– Advanced AI & Generative AI Bootcamp Techniques
5
Day 5– Real-World AI & Generative AI Bootcamp Projects
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Official Courseware
Hands-On Lab Environment (30 days)
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Hands-On Lab
Live Lab Sandbox
Real EnvironmentPractice in a real lab environment with full access to the tools and services covered in the course.
30+ Guided Labs
30+Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.
Lab Manual Included
Full GuideComprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.
Post-Training Access
30 Days30 days of extended lab access after your training ends so you can continue practicing.
Career Outcomes
of AI & Generative AI Bootcamp with Python and Azure certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the AI & Generative AI Bootcamp with Python and Azure certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Engineer
- Generative AI Specialist
- Machine Learning Engineer
- Prompt Engineer
- AI Research Scientist
- NLP Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking AI & Generative AI Bootcamp with Python and Azure certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
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★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
-
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified
-
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the AI & Generative AI Bootcamp with Python and Azure training course
Is the certification exam included in the AI & Generative AI Bootcamp by Open Source, and what is the exam fee?
What training formats are available for the AI & Generative AI Bootcamp, and is Guaranteed-to-Run scheduling offered?
How long is lab access provided for the AI & Generative AI Bootcamp, and what type of environment is used?
What is Koenig's rescheduling and cancellation policy for the AI & Generative AI Bootcamp?
What is the exam format, number of questions, time limit, and passing score for the AI & Generative AI Bootcamp certification?
How long is the certification from the AI & Generative AI Bootcamp valid, and what is the renewal process and cost?
What post-training support is provided after completing the AI & Generative AI Bootcamp?
What are the prerequisites or experience needed to enroll in the AI & Generative AI Bootcamp?
What is the duration and structure of the AI & Generative AI Bootcamp course?
How does the AI & Generative AI Bootcamp impact career growth and earning potential?
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