Top 10 Essential Statistics Concepts for Data Science
Explore the top 10 statistics concepts that are crucial for data science. This guide from Simplilearn covers key statistical principles that every data scientist should understand.
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Statistics for Data Science video tutorial by simplilearnis focused on providing the briefing on the Top 10 Statistics Concepts in Data Science. This Simplilearn video on data science will enlighten you with the fundamentals of Statistics for data science and top 10 important Statistics Concepts in Data Science.
The Statistics Concepts in Data Science video covers the following:
00:00:00 Introduction to Statistics Concepts in Data Science
00:02:34 Descriptive Statistics
00:02:52 Inferential Statistics
00:03:13 Probability
00:03:35 Sampling Techniques
00:03:58 Regression Analysis
00:04:16 Hypothesis Testing
00:04:39 Statistical Distributions
00:04:56 Statistical Inference
00:05:15 Experimental Design
00:05:39 Time Series Analysis
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Published
Jun 16, 2023
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#simplilearn #statistics for data science #statistics concepts for data science interview #top 10 statistics #data science statistics #data science statistics interview questions #data science statistics interview #data science statistics and probability #data science statistical inference #data science causal inference #regression analysis time series #sampling techniques #hypothesis testing #experimental design #experimental design statistics #data science experimental design
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