Statistics for Data Science
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- Programming, Technology
- 29 (Registered)
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01
Feb
Statistics for Data Science.
သင်ခန်းစာလေ့လာရန်ကြာချိန် စုစုပေါင်း ( 12 ) Hours.
Statistics for Data Science သင်ခန်းစာကို MYANMAR DATA SCIENCE မှသင်ကြားပေးထားပါတယ်…။
သင်ကြားရတာအဆင်ပြေပါက ကြယ်ပွင့်လေးများဖြင့် Reviewပြုလုပ်ပေးဖို့မမေ့ပါနဲ့နော်။
Course Content
Total learning: 38 lessons
Time: 10 weeks
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Statistics for Data Science
- Introduction to Statistics for Data Science 7 minutes Preview
- Correlation in Statistics 11 minutes Preview
- Mean, Median, Mode (Central Tendency) 10 minutes
- Range, Variance and Standard Deviation (Variability) 14 minutes
- Data Visualization for Descriptive Statistics 15 minutes
- Weighted Mean and Quartiles 14 minutes
- Descriptive vs Inferential Statistics 10 minutes
- Understanding Sets 12 minutes
- Sets Operation 17 minutes
- Introduction to Probability
- Probability Technical Terms 14 minutes
- Empirical Probability 15 minutes
- Intersection and Union of events 17 minutes
- Conditional Probability 12 minutes
- Multiplication Rule 10 minutes
- Addition Rule 10 minutes
- Bayes Theorem 19 minutes
- Fundamental of Counting Principles 16 minutes
- Discrete Probability Distribution 18 minutes
- Binomial Probability Distribution 19 minutes
- Poisson Probability Distribution 16 minutes
- Normal Probability Distribution 21 minutes
- Standard Normal Distribution 15 minutes
- Probability for Normal Distribution 19 minutes
- Sampling 17 minutes
- Sampling Distribution 16 minutes
- Central Limit Theorem 14 minutes
- Confidence Intervals 15 minutes
- Calculating Confidence Interval 23 minutes
- Introduction to Hypothesis Testing 19 minutes
- Null vs Alternative Hypothesis 16 minutes
- Type I and Type II Errors 16 minutes
- Understanding Z Test 15 minutes
- Critical value of z 16 minutes
- Acceptance vs Rejection Region 14 minutes
- Understanding P-value 11 minutes
- Decision Maing with P-value 12 minutes
- Statistics for Data Science – Conclusion 12 minutes
Instructor
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