Data Mining – Roadmap to AI & ML
The Data Mining – Roadmap to AI & ML course by Koenig Original equips data analysts, data scientists, and AI engineers with foundational skills in statistical analysis, data mining techniques, and machine learning integration to solve the critical challenge of extracting actionable insights from complex datasets. With 75% of Fortune 500 companies adopting AI-driven analytics, this training meets the surging demand for professionals who can bridge data science with business intelligence using real-world case studies and hands-on labs.
This course prepares learners for the DP-600: Implementing Analytics Solutions Using Microsoft Fabric certification. Koenig’s Guaranteed-to-Run scheduling and official vendor-authorized courseware ensure consistent, high-quality access to training, leading to career advancement in AI-powered analytics with earning potential up to $120,000 annually.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Data Mining – Roadmap to AI & ML course by Koenig Original is designed for aspiring data analysts, data scientists, and machine learning engineers seeking to build a strong foundation in data mining techniques as a gateway to artificial intelligence and machine learning. This comprehensive training covers core concepts including data cleaning, transformation, classification, clustering, and anomaly detection, with a focus on practical application. With demand surging—over 200,000 organizations now leveraging data mining and AI-driven analytics—this course equips learners with in-demand skills to meet industry needs and advance their careers in data-centric roles.
Students engage with key technologies such as Power BI, Microsoft Fabric, OneLake, Data Wrangler, MLflow, and Python notebooks in a hands-on lab environment delivered through Koenig’s live lab sandbox. During the course, participants configure end-to-end data workflows, including ingesting raw data into a lakehouse, preprocessing datasets using Power Query and Python, and applying machine learning models to generate insights. A key real-world project involves deploying a trained model to produce batch predictions on Delta tables, simulating enterprise-level AI deployment within the Microsoft Fabric platform.
This course prepares learners for advanced roles in AI and data science, aligning with industry-recognized practices and certification pathways in analytics engineering. Graduates report average salary ranges between $115,000 and $145,000, with many achieving career advancement within six months. Koenig Solutions enhances the learning experience with official courseware, Guaranteed-to-Run scheduling, and 30 days of post-training lab access, ensuring mastery of skills. By completing the Data Mining – Roadmap to AI & ML program, participants gain the expertise needed to transition into high-impact roles in machine learning, business intelligence, and enterprise data analytics.
What You'll Learn
Prerequisites
- Basic knowledge of Python programming for data analysis and manipulation, essential for mastering Data Mining – Roadmap to AI & ML by Koenig Original
- Familiarity with core statistical concepts like mean, median, mode, standard deviation, and correlation, which are fundamental in data mining and AI development
- Experience working with data structures and handling data in Python using libraries such as Pandas and NumPy, crucial for effective data preprocessing in AI projects
- Understanding data visualization techniques with tools like Matplotlib or Seaborn, vital for interpreting data insights in AI and machine learning workflows
- Knowledge of basic machine learning principles, including supervised and unsupervised learning, foundational for AI and ML applications
- Previous exposure to data mining techniques such as classification, clustering, and regression, which are key components of the Data Mining – Roadmap to AI & ML course
Certification Exam
Everything you need to know about the Data Mining – Roadmap to AI & ML certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Master Data Mining – Roadmap to AI & ML with Python
2
Day 2– Data Visualization and Statistical Foundations
3
Day 3– Machine Learning Fundamentals for Data Mining
4
Day 4– Advanced Machine Learning Algorithms Training
5
Day 5– Deep Learning and Big Data Integration
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 Mining – Roadmap to AI & ML certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Data Mining – Roadmap to AI & ML certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Data Analyst
- Analytics Engineer
- AI-Powered Data Specialist
- Business Intelligence Developer
- AI Analytics Consultant
Companies Hiring
and 5,000+ organizations worldwide seeking Data Mining – Roadmap to AI & ML 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 Data Mining – Roadmap to AI & ML training course
Is the certification exam included in the course fee for Data Mining – Roadmap to AI & ML, and what is the exam cost if separate?
What training formats does Koenig offer for Data Mining – Roadmap to AI & ML, and is Guaranteed-to-Run scheduling available?
How long is lab access provided for Data Mining – Roadmap to AI & ML, and what type of lab environment is used?
What is Koenig's rescheduling and cancellation policy for Data Mining – Roadmap to AI & ML training?
What is the exam format, number of questions, passing score, and time limit for Data Mining – Roadmap to AI & ML certification?
How long is the Data Mining – Roadmap to AI & ML certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing Data Mining – Roadmap to AI & ML?
What are the recommended prerequisites for the Data Mining – Roadmap to AI & ML course?
What is the typical salary increase and career impact after completing Data Mining – Roadmap to AI & ML?
How does instructor-led training for Data Mining – Roadmap to AI & ML compare to self-study in terms of outcomes?
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