Foundation of Statistics with Minitab

📚 Foundation of Statistics with Minitab: Introduction to Descriptive and Inferential Statistics

🚀 Course Headline: Dive into the world of statistics and master the art of data analysis using the powerful Minitab software!

🌍 Course Description: Embark on a statistical journey where you'll not only comprehend the core concepts of Statistics but also learn to manipulate and visualize data with the aid of Minitab, a leading statistical software package. This course is designed to help you uncover the hidden stories within your datasets, making complex statistical methods clear and intuitive through practical applications.

📈 Key Learning Points:

• Mastery of Descriptive Statistics: Learn to effectively visualize and interpret your data using graphical methods for both qualitative and quantitative data.

  • Dot plots, Individual value plot, Box-plots, Stem-and-leaf plots, Histograms.
  • Mean, Median, Mode – the core measures of central tendency.
  • Explore graphical and numerical methods to investigate relationships between variables, including Correlation and Regression.

• Simulation & Random Data: Gain expertise in simulating random data to understand probability distributions and study repeated sampling.

  • Discrete distributions like Binomial, Hypergeometric, Poisson, etc.
  • Continuous distributions such as Normal, Exponential, Student-t, Chi square, etc.

• Inferential Statistics & Hypothesis Testing: Learn the steps to conduct hypothesis tests and construct confidence intervals in various scenarios.

  • One-, two- and multiple sample situations.
  • Tests for population means, proportions, or variances.
  • Understand the assumptions behind each test and explore Z-tests, t-tests, ANOVA, and Randomized design.

🎓 Course Highlights:

• Comprehensive Curriculum: This course covers introductory chapters of both Descriptive and Inferential Statistics, ensuring a solid foundation.

  • 48 video lectures totaling 5 hours of content.
  • Extensive lecture notes with 745 slides for reference (available within the platform).
  • Interactive Test Yourself Questions and Answers with 79 slides to reinforce learning.

• Engaging Video Lectures: Enjoy concise, well-structured, and comprehensive video lessons that blend theoretical knowledge with practical application.

  • Intensive screen animations for a clear visual understanding.
  • Subtitles available for additional support in comprehension.
  • Verification of assumptions, basic theoretical background, and formulas are highlighted during explanations to enhance learning.

• Hands-On Experience: Follow along with the video tutorials in your own Minitab, gaining invaluable experience by doing what you see.

  • Pause and practice as you learn, enhancing your ability to solve statistical problems effectively.
  • Repeat sessions with different datasets to develop proficiency in data manipulation and problem-solving.

🚀 Why Take This Course? By the end of this course, you'll be well-equipped to analyze data like a pro, armed with the knowledge of when and how to use statistical tests appropriately. You'll not only understand the theoretical background but also learn to interpret outputs correctly, making informed decisions based on your findings. Whether you're a student, professional, or simply someone interested in statistics, this course will equip you with the practical skills needed to succeed.

📅 Enroll Now and Transform Your Data into Insights with Minitab! 📅