Data Science- Hypothesis Testing Using Minitab and R

🚀 Master Data Science with Confidence: Hypothesis Testing in Minitab & R 📊

Embark on a comprehensive journey into the world of hypothesis testing with our expert-led course, "Data Science - Hypothesis Testing using Minitab and R". This course is meticulously crafted to equip you with the analytical prowess to validate your data science hypotheses effectively. 🧪💡

Course Overview:

In this course, you'll dive deep into the intricacies of hypothesis testing, a cornerstone of statistical analysis in Data Science. You'll learn how to:

• Formulate Hypothesis Statements with Business Context 📈

  • Understand the importance of contextualizing your hypotheses within business scenarios.
  • Learn to articulate clear and testable hypothesis statements that are relevant to real-world problems.

• Performing Parametric Tests in Minitab & R 🔬

  • Master the 2 sample t-test for continuous outcomes when dealing with discrete input variables across two categories.
  • Analyze data sets with more than two discrete categories using Analysis of Variance (ANOVA).

• Discrete Data Analysis 📊

  • Conduct a 2 proportion test to compare discrete outputs from discrete inputs in two different categories.
  • Learn how to use the Chi-Square test for evaluating relationships between categorical variables with more than two discrete inputs.

• Non Parametric Tests Explained 🌟

  • Dive into Non Parametric tests such as:
    • Mann Whitney test
    • Paired T test
    • Mood's median Test
    • Tukey pairwise comparisons
  • Understand when and how to use these tests for your data.

• Hands-on Practice with R & Minitab 🤖

  • Get hands-on experience in performing hypothesis testing using the powerful programming language R and the user-friendly statistical tool Minitab.
  • Learn the techniques behind hypothesis testing, the rationale of choosing a specific test over another, and the interpretations of results.

Why Take This Course?

✅ Real-World Skills: Transition from theory to practice with real-world examples and case studies.

✅ Hands-On Learning: Engage with interactive exercises that solidify your understanding of hypothesis testing concepts.

✅ Flexible Learning: Access the course materials at your convenience, allowing you to learn at your own pace.

✅ Expert Guidance: Be guided by ExcelR Solutions, a team renowned for their expertise in Data Science and analytics.

✅ Community Support: Join a community of like-minded professionals who share your passion for data science.

Enroll now to unlock the power of hypothesis testing and become a Data Science expert with Minitab & R! 🌐🚀

What's Inside?

• Over 5 hours of on-demand video content
• Full access to interactive coding exercises using R and Minitab
• Real-world case studies to apply your newfound knowledge
• Quizzes and assignments to test your understanding
• Lifetime access to course materials
• Access to a supportive community of Data Science enthusiasts and professionals

Take the first step towards becoming a data science pro by mastering hypothesis testing. Your analytical journey starts here! 🎓✨