List of Professional Courses: https://aiquest.org
WhatsApp: https://wa.me/+8801704265972
Learn ALL Statistics for Data Science in Just 06 Hours! This complete statistics course will take you from beginner to confident, step-by-step — covering every essential concept for Data Science, Machine Learning, and Analytics.
Timestamps:
00:00:01 Course Overview & Source of Data
00:09:43 Levels of Measurement
00:14:54 Summarizing Data – Graphical Approach
00:40:42 Summarizing Data – Numerical Approach
01:14:57 Measures of Variation
01:39:19 Measures of Shape
01:49:00 Probability Fundamentals
02:09:45 Permutation & Combination
02:25:34 Probability Functions and Common PDFs
03:03:03 Common Continuous Distributions
03:33:59 Log Normal Distribution
03:46:24 Sampling Techniques
04:14:39 Sampling Distributions
04:28:47 Margin of Errors and Confidence Intervals
04:36:47 Hypothesis Testing, P Value, and Level of Significance
05:18:24 t-Test
05:50:02 Analysis of Variance (ANOVA)
06:09:46 Post-hoc Tests

What you’ll learn:
Descriptive Statistics – Graphs, Measures, and Variations
Probability – Fundamentals, Permutations, Combinations
Probability Distributions – Discrete & Continuous, including Normal and Log-Normal
Sampling & Estimation – Techniques, Distributions, Confidence Intervals
Hypothesis Testing – P-values, t-Test, ANOVA, Post-hoc analysis

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Course Instructor:
Md Ahsanul Islam
LinkedIn: https://www.linkedin.com/in/mdahsanulhimel

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List of Professional Courses: https://aiquest.org
WhatsApp: https://wa.me/+8801704265972
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