Statistics for Data Science
- Programming, Technology
- 39 (Registered)
01
Feb
Statistics for Data Science.
သင်ခန်းစာလေ့လာရန်ကြာချိန် စုစုပေါင်း ( 12 ) Hours.
Statistics for Data Science သင်ခန်းစာကို MYANMAR DATA SCIENCE မှသင်ကြားပေးထားပါတယ်…။
သင်ကြားရတာအဆင်ပြေပါက ကြယ်ပွင့်လေးများဖြင့် Reviewပြုလုပ်ပေးဖို့မမေ့ပါနဲ့နော်။
Curriculum
- 1 Section
- 38 Lessons
- 10 Weeks
Expand all sectionsCollapse all sections
- Statistics for Data Science38
- 2.1Introduction to Statistics for Data Science7 Minutes
- 2.2Correlation in Statistics11 Minutes
- 2.3Mean, Median, Mode (Central Tendency)10 Minutes
- 2.4Range, Variance and Standard Deviation (Variability)14 Minutes
- 2.5Data Visualization for Descriptive Statistics15 Minutes
- 2.6Weighted Mean and Quartiles14 Minutes
- 2.7Descriptive vs Inferential Statistics10 Minutes
- 2.8Understanding Sets12 Minutes
- 2.9Sets Operation17 Minutes
- 2.10Introduction to Probability
- 2.11Probability Technical Terms14 Minutes
- 2.12Empirical Probability15 Minutes
- 2.13Intersection and Union of events17 Minutes
- 2.14Conditional Probability12 Minutes
- 2.15Multiplication Rule10 Minutes
- 2.16Addition Rule10 Minutes
- 2.17Bayes Theorem19 Minutes
- 2.18Fundamental of Counting Principles16 Minutes
- 2.19Discrete Probability Distribution18 Minutes
- 2.20Binomial Probability Distribution19 Minutes
- 2.21Poisson Probability Distribution16 Minutes
- 2.22Normal Probability Distribution21 Minutes
- 2.23Standard Normal Distribution15 Minutes
- 2.24Probability for Normal Distribution19 Minutes
- 2.25Sampling17 Minutes
- 2.26Sampling Distribution16 Minutes
- 2.27Central Limit Theorem14 Minutes
- 2.28Confidence Intervals15 Minutes
- 2.29Calculating Confidence Interval23 Minutes
- 2.30Introduction to Hypothesis Testing19 Minutes
- 2.31Null vs Alternative Hypothesis16 Minutes
- 2.32Type I and Type II Errors16 Minutes
- 2.33Understanding Z Test15 Minutes
- 2.34Critical value of z16 Minutes
- 2.35Acceptance vs Rejection Region14 Minutes
- 2.36Understanding P-value11 Minutes
- 2.37Decision Maing with P-value12 Minutes
- 2.38Statistics for Data Science – Conclusion12 Minutes
Instructor
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