Lean Six Sigma Green Belt Online Course with Python

Prepare for Six Sigma Green Belt Certification & Perform Data Analysis Using Python - No Programming Experience Needed
4.45 (127 reviews)
Udemy
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Lean Six Sigma Green Belt Online Course with Python
719
students
17.5 hours
content
May 2023
last update
$19.99
regular price

Why take this course?

🎉 New & Updated in 2023!
🚀 Lean Six Sigma Green Belt Online Course with Python 🎯


Why You Should Take This Course?

In today's competitive job market, the relevance of Data Science and Lean Six Sigma cannot be overstated. With Python being the most sought-after tool for data science professionals, our course offers a unique convergence of these two critical skill sets. 🧠✨

Key Reasons to Enroll:

  • No Programming Background Needed: We designed this course to cater to learners from all levels, so no prior programming experience is required.
  • Data Analysis with Python: Gain hands-on experience in performing data analysis using Python, which is essential for Lean Six Sigma processes.
  • Certification Preparation: Our comprehensive curriculum prepares you for the ASQ/IASSC Certified Six Sigma Green Belt (CSSGB) certification.
  • 176 Lectures & 17 Hours of Content: A rich collection of content to cover all aspects of Lean Six Sigma and data analysis with Python.

What You Will Learn:

🎓 Lean Six Sigma Green Belt Certification Preparation

  • Understand the principles, tools, and techniques of Lean Six Sigma methodology.
  • Learn to apply statistical process control (SPC) and DMAIC (Define, Measure, Analyze, Improve, Control) framework.

🚀 Python Data Analysis Skills:

  • Master data manipulation with Python packages such as Numpy, Pandas, Matplotlib, Seaborn, Statsmodels, Scipy, and PySPC.
  • Perform various statistical analysis like Descriptive Statistics, Distribution Curves, Confidence levels, Boxplots, Stem & Leaf Plots, Scatter Plots, Heat Maps, Pearson’s Correlation, Multiple Linear Regression, ANOVA, T-tests (1t, 2t, Paired t), Proportions Test (1P, 2P), Chi-square Test, and more.

📈 Real-World Case Study & Resources:

  • Engage with a full Lean Six Sigma case study, complete with Python scripts for solutions.
  • Access over 100 resources, including Python source files for all analyses performed in the course.

Interactive Learning Elements:

  • Solve practice questions and test your knowledge.
  • Includes 19 crossword puzzle questions on Six Sigma topics to reinforce your learning.

Course Highlights:

🔥 Newly Added Lectures & Resources:

  • Lecture 3: Explore the relevance of Lean Six Sigma in the era of AI and Industry 4.0.
  • Lecture 12: Understand the Cost of Poor Quality and its impact on business.
  • Sample Size Cheat Sheet: A new resource added to Lecture 68 in the resources section to assist you in determining sample sizes for your projects.

Essential Python Tools Covered:

  • Numpy: For numerical computations
  • Pandas: For data manipulation and analysis
  • Matplotlib & Seaborn: For data visualization
  • Statsmodels: For statistical modeling
  • Scipy: For scientific computing
  • PySPC: For Statistical Process Control
  • Stemgraphic: For creating Stem & Leaf Plots

Embark on Your Journey to Mastering Lean Six Sigma with Python Today! 🏆

Join us and unlock the door to a world of efficiency, quality improvement, and data-driven decision making. With this comprehensive course, you're set for success in your pursuit of Lean Six Sigma Green Belt certification and a career enhanced by data science expertise. Enroll now and take the first step towards becoming a certified Six Sigma professional with Python proficiency! 💻🚀

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2382047
udemy ID
24/05/2019
course created date
21/11/2019
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