Advanced Level – Automation, Programming & Data-Driven Decision Making
The Advanced Level – Automation, Programming & Data-Driven Decision Making course by Koenig Original equips data analysts, automation engineers, and IT professionals with advanced scripting, automation frameworks, and data modeling skills to solve the critical pain point of inefficient decision-making in complex systems. With 97% of Fortune 500 companies using business intelligence tools like Power BI, this training bridges the gap between raw data and strategic action through Python, RPA, and predictive analytics.
This Koenig Original course prepares learners for data-driven leadership roles by integrating real-world automation projects and decision modeling. Leveraging Koenig’s Guaranteed-to-Run scheduling and 30-day lab access, professionals gain hands-on experience in deploying scalable automation solutions, leading to faster innovation and strategic impact in AI-driven enterprises.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Advanced Level – Automation, Programming & Data-Driven Decision Making by Koenig Original is a comprehensive program designed for data engineers, automation specialists, and analytics professionals seeking to master modern data workflows and intelligent automation systems. While not tied to a single vendor certification, this course equips learners with advanced competencies in building scalable data pipelines and implementing automation frameworks critical for data-driven organizations. It serves roles such as Data Engineer, Automation Architect, and Business Intelligence Developer, addressing industry demand where 80% of enterprises are accelerating automation initiatives to improve operational efficiency. With data engineering skills ranked among the most in-demand tech capabilities, this course provides the strategic foundation needed to thrive in data-intensive environments.
Participants engage with a robust technology stack including PostgreSQL for relational data management, Apache Hop for ETL workflows, Apache Airflow for pipeline orchestration, Delta Lake for lakehouse architecture, and Apache Spark for big data processing. The hands-on labs are conducted in a BYOL (Bring Your Own Laptop) environment, allowing students to configure real data systems and build end-to-end pipelines. A key project involves implementing a Medallion Architecture with Bronze, Silver, and Gold data layers, incorporating CDC (Change Data Capture), SCD (Slowly Changing Dimensions), and data quality checks. Learners also gain experience with Git-based CI/CD workflows, Terraform for infrastructure as code, and PySpark for batch and streaming analytics, simulating enterprise-grade DataOps practices.
This Koenig Original course prepares professionals for advanced data and automation roles recognized across finance, healthcare, and technology sectors, where certified data engineers command average salaries exceeding $120,000 annually. Koenig differentiates itself with Guaranteed-to-Run scheduling, 1-on-1 training options, and official courseware aligned with industry best practices. Graduates gain not only technical mastery but also the strategic insight to lead digital transformation initiatives, positioning them for career advancement into senior data architecture, automation leadership, or analytics management roles in the evolving AI-driven enterprise landscape.
What You'll Learn
Prerequisites
- Demonstrated expertise in Python 3.9 or higher, specifically utilizing Pandas 1.5+, NumPy 1.24+, and Scikit-learn 1.2+ for advanced data manipulation and modeling within the Advanced Level – Automation, Programming & Data-Driven Decision Making course by Koenig Original.
- Practical hands-on experience developing data automation scripts and utilizing automation libraries to streamline complex data pipelines.
- Competency in descriptive statistics, data visualization, and predictive modeling techniques to derive actionable business insights.
- Technical familiarity with parsing and processing structured data formats including CSV, JSON, and Excel files.
- Completion of a foundational data science or Python automation course, or equivalent professional experience in a data-driven environment.
Certification Exam
Everything you need to know about the Advanced Level – Automation, Programming & Data-Driven Decision Making certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Mastering Data Engineering Foundations
2
Day 2– Data Modeling and Lakehouse Architecture
3
Day 3– Efficient Data Ingestion & Batch ETL
4
Day 4– Advanced CDC & SCD Implementation
5
Day 5– Orchestration with Apache Airflow
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 Advanced Level – Automation, Programming & Data-Driven Decision Making certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Advanced Level – Automation, Programming & Data-Driven Decision Making certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Automation Engineer
- DevOps Automation Specialist
- Data Automation Architect
- Programming and Automation Lead
- Data-Driven Decision Analyst
- Enterprise Automation Consultant
Companies Hiring
and 5,000+ organizations worldwide seeking Advanced Level – Automation, Programming & Data-Driven Decision Making 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 Advanced Level – Automation, Programming & Data-Driven Decision Making training course
Is the certification exam included in the Advanced Level – Automation, Programming & Data-Driven Decision Making course fee, and what is the cost if separate?
What training formats are available for the Advanced Level – Automation, Programming & Data-Driven Decision Making course, and does Koenig offer Guaranteed-to-Run scheduling?
How long is lab access provided for the Advanced Level – Automation, Programming & Data-Driven Decision Making course, and what type of lab environment is used?
What is Koenig's rescheduling and cancellation policy for the Advanced Level – Automation, Programming & Data-Driven Decision Making course?
What is the exam format, number of questions, passing score, and time limit for the Advanced Level – Automation, Programming & Data-Driven Decision Making certification?
How long is the Advanced Level – Automation, Programming & Data-Driven Decision Making certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the Advanced Level – Automation, Programming & Data-Driven Decision Making course?
What are the prerequisites or prior experience needed for the Advanced Level – Automation, Programming & Data-Driven Decision Making course?
What is the expected salary impact or career advancement after completing the Advanced Level – Automation, Programming & Data-Driven Decision Making course?
How does the Advanced Level – Automation, Programming & Data-Driven Decision Making course compare to self-study in terms of effectiveness and outcomes?
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