Statistics in Machine Learning
44 videos • 1,605,007 views • by Krish Naik
1
How to Learn Statistics for Data Science As A Self Starter- Follow My Way
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2
Introduction To Statistics And Its Types For Starters
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3
Population vs Sample in Statistics
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4
Gaussian distribution or Normal Distribution in statisctics
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5
Log Normal Distribution in Statistics
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6
Covariance in Statistics
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7
STATISTICS- Mean, Median And Mode Explained Easily
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8
STATISTICS- Population VS Sample and it's Importance
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9
STATISTICS- What are Random Variables and It's Types and its Importance?
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10
STATISTICS- Gaussian/ Normal Distribution
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11
STATISTICS- What is Central Limit Theorem?
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12
STATISTICS- Chebyshev's InEquality
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13
Statistics- What is Pearson Correlation Coefficient? Difference between Correlation and Covariance
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14
Spearman's rank correlation coefficient- Statistics
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15
Statistics-Finding Outliers in Dataset using Z- score and IQR
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16
Standardization Vs Normalization- Feature Scaling
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17
What Is P Value In Statistics In Simple Language?
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18
Statistics-Left Skewed And Right Skewed Distribution And Relation With Mean, Median And Mode
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19
Stats Interview Series #1- Asked In Interview
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20
Stats Interview Series #2-Asked In Interview
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21
Confidence Intervals In Statistics- Part 1
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22
Bernoulli distribution- Mean, Variance And Standard Deviation OF Bernoulli distribution
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23
Stats Interview Series #3-Asked In Interview #shorts⭐ ⭐⭐⭐⭐⭐⭐⭐
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24
5 Number Summary And How To handle Outliers Using IQR-Statistics
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25
Different Type Of Sampling Techniques With Examples| Statistics Interview Question
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26
Whether We Should Reduce False Positive Or Negative In Confusion Matrix-Machine Learning Interviews
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27
Z Score And Its Applications- Important Stats Interview Question
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28
Power Law Distribution And Its Examples And Application- Statistics Interview Question
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29
How To Perform Hypothesis Testing-Confidence Interval|Z Test Statistics| Derive Conclusion- Part 1
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30
All Important Topics In Probability For Data Science In 1 Video
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31
Permutation And Combination Easily Explained
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32
Why Sample Variance is Divided by n-1
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33
Covariance,Pearson Correlation And Spearman Correlation Coefficient With Real World Examples
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34
We Use Stats Everywhere!!
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35
Live Day 1- Introduction To statistics In Data Science
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36
Live Day 2- Basic To Intermediate Statistics
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37
Live Day 3- Intermediate Statistics With Python In Data Science
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38
Live Day 4- Advance Statistics With Python In Data Science
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39
Live Day 5- Advance Statistics With Python In Data Science
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40
Live Day 6- Advance Statistics With Python In Data Science
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41
Live Day 7- Summarizing Statistics With Python In Data Science
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42
How To Calculate P Value In Hypothesis Testing
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43
Complete Statistics For Data Science In 6 hours By Krish Naik
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44
Watch This Video To Crack Any Stats Interview For Data Scientist- Understanding PDF,PMF and CDF
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