📊 Minitab is Costly. Try 🐍Python as an alternative

Mar 10, 2021 5:55 am

Hey,

Minitab is costly software. Are you looking for a FREE alternative? Use Python 🐍.

Yes, you can learn Python for Data Analysis. It is NOT difficult!

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You are not expected to have any prior knowledge of Python.

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Learn statistics, and apply these concepts in your workplace using Python.

This course will teach you the basic concepts related to Statistics and Data Analysis, and help you in applying these concepts. Various examples and data-sets are used to explain the application.

I will explain the basic theory first, and then I will show you how to use Python to perform these calculations.

🔰 The following areas of statistics are covered:

🔢Descriptive Statistics - Mean, Mode, Median, Quartile, Range, Inter Quartile Range, Standard Deviation.

📊 Data Visualization - Commonly used plots such as Histogram, Box and Whisker Plot and Scatter Plot, using the Matplotlib and Seaborn libraries.

🎲 Probability - Basic Concepts, Permutations, Combinations

🌐 Population and Sampling - Basic concepts

📈 Probability Distributions - Normal, Binomial and Poisson Distributions

🧪Hypothesis Testing - One Sample and Two Samples - z Test, t-Test, F Test and Chi-Square Test

🧪ANOVA - Perform Analysis of Variance (ANOVA) step by step doing the manual calculation and by using Python.

🧪The Goodness of Fit and the Contingency Tables.


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Regards,

Sandeep Kumar and Abhin Chhabra









PS:

DATA VISUALIZATION USING PYTHON [Early Bird 2 Days Sale]

You might be interested in this latest data visualization course as well.

"Data Visualization using Python".

For this course also, you are not expected to have any prior knowledge of Python.

This course covers three main packages for data plotting:

  • Pandas
  • Matplotlib
  • Seaborn

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