Become experts in Design of Experiment

Stop guessing. Start optimizing. Empower your engineers with Design of Experiments skills that deliver measurable yield improvements and cost savings.

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3-10x

ROI within 6 months

70%

Faster problem solving

85%

Waste reduction achieved

20+

Years of experience

What Your Team Will Master

Practical skills that deliver immediate impact on your manufacturing operations

Solve Production Problems

Systematically identify and eliminate root causes of quality issues and low yields using proven statistical methods.

Optimize Processes

Find optimal operating conditions for maximum output and quality using your existing equipment and resources.

Cut Costs & Waste

Reduce material waste, energy consumption, and rework by understanding what truly drives your processes.

DOE Training Levels

Choose the right level for your team's experience and goals

DOE I: Foundations of Design of Experiments

Perfect for beginners or those needing a refresher. Learn core DOE concepts and tools to reduce variation, identify key drivers, and make data-driven improvements.

Duration: 1-2 days
Audience: Beginners or those needing a refresher
Format: On-site or Virtual | Hands-on & Interactive

Introduction to DOE

The business case for DOE
Comparing DOE to one-factor-at-a-time experiments
Key terms: factors, levels, responses, noise, interactions

Building Effective Experiments

Randomization, replication, and blocking
Experimental error and statistical power

Factorial Designs

2-level full and fractional factorials
Interpreting main effects and interactions
Confounding and aliasing

Screening Designs

When and how to use Plackett-Burman designs
Efficient identification of important variables

Data Analysis Basics

ANOVA and linear modeling
Residual analysis and model adequacy
Visualization: main effect and interaction plots

Hands-On Workshop

Design and analyze a simple screening DOE
Tools: Excel, JMP, Minitab, or Python/R

DOE II: Advanced DOE, Response Surfaces & Mixtures

For DOE I graduates or experienced users. Dive into optimization, curved response modeling, and mixture designs for complex, multi-variable systems.

Duration: 2 days
Audience: DOE I grads or experienced users
Format: On-site or Virtual | Interactive, data-rich sessions

Curvature & Response Surface Methods (RSM)

Center points and detecting non-linearity
Central Composite Designs (CCD)
Box-Behnken Designs

Modeling & Optimization

Quadratic model fitting
Response surface plots and contour visualization
Multi-response optimization and desirability functions

Mixture Designs

When to use mixture designs
Simplex lattice & simplex centroid designs
Scheffé polynomials
Mixture + process variables

D-Optimal & Custom Designs

When standard designs don't fit
Building D-optimal designs under constraints
Sequential and adaptive experimentation

Robust Design & Split-Plot Approaches

Taguchi concepts: noise factors and S/N ratio
Dealing with hard-to-change factors

Advanced Workshop

Analyze real or simulated RSM or mixture data
Optimize a process using client-specific examples

Ongoing Support & Consultation

Learning doesn't stop when training ends. We help you apply DOE to your real projects and challenges.

Turn Training Into Results

The real value of DOE training comes when your team applies it to actual manufacturing challenges. Our post-training consultation ensures your investment delivers measurable results.

Project Consultation

Work directly with our expert to design experiments for your specific manufacturing challenges. Get guidance on factor selection, design choice, and analysis approach.

Data Review Sessions

Schedule follow-up sessions to review your experimental data, validate analysis methods, and ensure you're drawing the right conclusions from your results.

Implementation Support

Get help implementing recommended changes from your DOE results. Ensure your team successfully translates statistical insights into process improvements.

Advanced Troubleshooting

When complex issues arise, get expert help with advanced DOE techniques, unusual data patterns, or challenging experimental constraints.

Aaron Talebi

DOE Expert & Manufacturing Consultant

Meet Your Trainer

Hi, I'm Aaron Talebi. I've spent over 20 years helping manufacturing teams solve their toughest problems and optimize their processes across food, semiconductor, biotech, and electronics industries.

My passion is making statistical methods accessible and practical. I believe the best training happens when you work with real problems, not textbook examples. That's why my approach focuses on hands-on learning using your actual manufacturing challenges.

When you work with me, you're not just getting training – you're getting a partner who's committed to your team's success long after the workshop ends.

Results My Training Delivers

Teams reduce waste by 50-85% within 6 months
Manufacturing problems solved 70% faster
Process optimization projects completed independently
ROI of 3-10x on training investment
Sustainable improvement culture established

Ready to Get Started?

Let's discuss how DOE training can solve your specific manufacturing challenges

Fill out the form below or email us directly at:

aaron@doemasterclass.com