Complete STATISTICS for Data Science | Data Analysis | Full Crash Course

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💡 Complete Statistics eBook (Written by me covering all topics): Master Statistics for Data Science & Data Analysis in 4 hours. This comprehensive Crash Course covers EVERYTHING you need to know, from Descriptive Statistics, Probability to Inferential Statistics. Whether you're a complete beginner or looking for a refresher, this video is your one-stop shop for conquering Data Science Statistics! 👍 Subscribe for more Data Science content: ➖➖➖➖➖➖➖➖➖➖➖➖➖ ✅ Job Preparation and Interview Guide: ✅ 7+ Data Analyst Portfolio Ready Projects: ➖➖➖➖➖➖➖➖➖➖➖➖➖ Follow me on: ✅LinkedIn: ✅Instagram: Timestamps: 00:00 Syllabus 4:16: Introduction to Statistics 6:39: Descriptive Statistics 9:16: Inferential Statistics 12:45: Types of Data and Variables 21:29: Population and Sample 25:40: Sampling Techniques 33:34: Statistical Analysis 38:12: Measures of Central Tendency 48:18: Measures of Dispersion 1:01:17: Frequency | Relative and Cumulative 1:07:38: Statistical Visualisation 1:25:16: Outliers 1:29:45: Covariance | Correlation | Causation 1:38:56: Probability Concepts (Sample Space | Random Experiment | Event | Complement of Probability) 1:46:24: Types of Events 1:55:30: Conditional Probability 1:58:14: Bayes Theorem 2:06:05: Probability mass function and Probability density function 2:12:20: Bernoulli Distribution | Binomial Distribution 2:19:13: Uniform Distribution 2:22:56: Normal Distribution | Z Distribution 2:27:52: Standardisation | Normalisation 2:36:06: Empirical Rule 2:40:11: Inferential Statistics 2:42:02: Point and Interval Estimation 2:51:30: Confidence Interval 2:59:40: T distribution 3:03:13: Hypothesis Testing 3:06:23: Null and Alternate Hypothesis 3:09:29: Level of Significance | P value 3:12:51: Type | and Type || Error 3:16:29: One tailed and Two tailed Test 3:19:20: Z Test (One sample z test | two sample z test) 3:24:35: T Test (Independent sample t test | Paired sample t test) 3:28:45: ANOVA Test (One way ANOVA | Two way ANOVA) 3:38:26: Chi-Square Test (Independence | Goodness of Fit Test) ➖➖➖➖➖➖➖➖➖➖➖➖➖ 🔥 Book 1:1 call with me (Career Guidance, Resume Review, LinkedIn Profile Review) : ➖➖➖➖➖➖➖➖➖➖➖➖➖ Other Useful Videos: Data Analyst Roadmap: Data Analysis Project using Python: Python vs R: Which is best for career? : Data Analysis Project using Python and SQL: L Relevant Keywords: Statistics Tutorial Statistics for data science Statistics for data analysis Statistics for machine learning Statistics and probability Hypothesis testing Confidence interval Descriptive statistics Inferential statistics Probability Statistical analysis