ESSENTIAL STATISTICAL Concepts for DATA ANALYSIS
The tutorial Essential Statistical Concepts for Data Analysis is a statistics-for-data-analysis roadmap for beginners. It highlights some of the fundamental statistical concepts for data analysis, preparing them for data analysis projects and statistics for data science.
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► Find the Notebook used here:
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🔗Ask a question here : https://github.com/everndah/Statistic...
🔗Course Materials [Work In Progress] : https://everndah.github.io/the-data-a...
⏰⏰TIMECODES ⏰⏰
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0:00 : Intro
0:16 : Bullet Point
1:29 : Study Objective
1:43 : Use Of Statistics
2:59 : Importance Of Statistics
3:29 : Essential Statistics
4:05 : Structured Data
6:23 : Data Types
11:18 : Rectangular Data
12:34 : Estimates Of Location
17:18 : Estimates Of Variability
22:54 : Data Distribution
25:44 : Exploring Categorical and Binary Data
27:33 : Correlation
28:51 : Correlation
► Links to sources used:
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🔗 Practical Statistics for Data Science : https://www.amazon.com/_/dp/149195296...
🔗 Box and whisker plot: how to construct (video) | Khan Academy : https://www.khanacademy.org/math/enga...
🔗 Calculating percentile (video) | Percentiles | Khan Academy : https://www.khanacademy.org/math/ap-s...
🔗 How to make a histogram | Data displays | Statistics (video) | Khan Academy : https://www.khanacademy.org/math/cc-s...
🔗 Standard deviation: calculating step by step (article) | Khan Academy] : https://www.khanacademy.org/math/stat...
🔗 Exploring one-variable quantitative data: Summary statistics | Khan Academy : https://www.khanacademy.org/math/ap-s...
🔗 Exploring Categorical Data - GeeksforGeeks : https://www.geeksforgeeks.org/explori...
🔗 Complete Guide to Data Types in Statistics for Data Science : https://datascience.virginia.edu/news...
► Essential Statistics For Data Analysis Tutorials
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Part I: [ESSENTIAL STATISTICAL Concepts for DATA ANALYSIS]( • ESSENTIAL STATISTICAL Concepts for DA... )
Part II: [Structured and Unstructured Data]( • Structured and Unstructured Data || S... )
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