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Statistics Crash Course
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0:00:00-0:00:54 Video introduction
0:00:54-0:01:03 Main example
0:01:03-0:02:00 Population vs Sample data
0:02:00-0:02:55 Numerical vs Categorical data
0:02:55-0:04:33 Measures of Central Tendency: Mean, Median, Mode
0:04:33-0:07:17 Measures of Dispersion: Range, Variance, Standard Deviation
0:07:17-0:09:05 Intro to Statistical Distributions
0:09:05-0:09:57 Skewness and Kurtosis
0:09:57-0:14:08 Confidence Intervals
0:14:08-0:17:39 Hypothesis Testing
0:17:39-0:17:55 Like, Share, Subscribe
0:17:55-0:19:05 Presenting the 365 Data Science Calculators
Excel link with solutions of the example shown in the video:
The 365 Data Science calculators shown in the video:
Variance calculator:
Standard deviation calculator:
Coefficient of variation calculator:
Skewness calculator:
Kurtosis calculator:
Confidence interval calculator:
A solid understanding of statistics is crucial in data science and fields like medicine, economics, psychology, social sciences, business, sports, etc.
We have the perfect free resource if you want a quick introduction to the field.
Check out our brand-new YouTube video, which breaks down the essential statistical concepts in an easy-to-understand way.
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We at 365 Data Science are committed educators who believe that curiosity should not be hindered by inability to access good learning resources. This is why we focus all our efforts on creating high-quality educational content which anyone can access online.
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