Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI
The Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI course by Python Institute equips aspiring data engineers with essential skills in SQL, Python, ETL pipelines, and Agentic AI to solve the growing industry challenge of managing complex data workflows. Designed for data engineers and analytics professionals, it addresses a market where demand for AI and data skills is projected to grow 30% annually through 2026.
This course prepares learners for the PCEI™ – Certified Entry-Level AI Specialist with Python exam, with Koenig’s Guaranteed-to-Run dates and 30-day lab access ensuring hands-on mastery. Graduates gain a vendor-recognized credential that opens pathways to roles in AI operations, automation, and data analytics, positioning them for immediate impact in AI-driven environments.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI by Python Institute is designed for aspiring data engineers, AI specialists, and analytics professionals seeking to master modern data workflows enhanced by artificial intelligence. This course prepares candidates for the PCEI™ – Certified Entry-Level AI Specialist with Python exam, building foundational skills in data pipeline construction, analytics processing, and agentic AI integration. Target roles include Junior Data Engineer, AI Operations Associate, and Analytics Pipeline Developer. With demand for data engineering skills growing by 35% year-over-year and Python appearing in 71% of job postings, this course meets a critical industry need for professionals who can design intelligent, scalable data systems.
Students gain hands-on experience with key technologies including Apache Airflow for pipeline orchestration, Apache Kafka for real-time data streaming, Spark for distributed processing, and Python libraries such as Pandas and NumPy. The lab environment emphasizes practical implementation through Jupyter-based exercises where students build and automate ETL pipelines, implement AI-assisted schema design, and develop end-to-end RAG systems integrated with data lakehouse architectures. A capstone project involves creating a streaming RAG pipeline for real-time chatbots, leveraging Agentic AI to draft, optimize, and monitor data workflows. These labs simulate real-world scenarios, ensuring students develop production-ready skills in data ingestion, transformation, and AI-driven validation.
This course prepares learners for the PCEI™ certification, a globally recognized credential that validates foundational AI and data engineering competencies. Certified professionals are well-positioned for roles commanding median salaries of $126,000 in the U.S., with specialized pipeline and cloud skills attracting even higher compensation. Koenig Solutions enhances learning with 1-on-1 training and Guaranteed-to-Run scheduling, ensuring access to official Python Institute courseware and expert instruction. Graduates emerge ready to advance into senior data engineering or AI specialist roles, equipped to design intelligent data systems that power next-generation analytics and automation in enterprise environments.
What You'll Learn
Prerequisites
- PCAP – Certified Associate in Python Programming (or equivalent proficiency in Python 3.10+ syntax and data structures)
- Foundational knowledge of SQL and relational database management systems
- Understanding of data pipeline architecture, ETL/ELT processes, and their role in data engineering
- Hands-on experience with data storage solutions, specifically implementing schemas in relational databases and data warehouses
- Proficiency in data manipulation using Pandas 2.0+ and NumPy 1.24+ to achieve specific data transformation outcomes
- Conceptual understanding of Agentic AI frameworks and their integration into automated data workflows
Certification Exam
Everything you need to know about the Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI certification exam
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Data Engineer
- Junior Data Engineer
- Data Pipeline Engineer
- Analytics Engineer
- ETL Developer
- Python Data Developer
Companies Hiring
and 5,000+ organizations worldwide seeking Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI 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.”
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“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
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“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 -
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AZ-305 Expert ✓ Verified -
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“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 -
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“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 -
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“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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“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 Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI training course
Is the certification exam included in the Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI course fee?
What training formats does Koenig offer for Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI?
How long is lab access provided for Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI?
What is Koenig's rescheduling and cancellation policy for Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI?
What is the format and passing score for the Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI exam?
How long is the Python Institute certification valid, and what is the renewal process?
What post-training support does Koenig provide for Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI?
What are the prerequisites for Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI?
What career opportunities follow Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI?
How does Koenig's training for Data Engineering Fundamentals with Pipelines, Analytics, and Agentic AI compare to self-study?
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