Statistics and HypoThesis Testing for Data science

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Files Included :

1 Introduction to Statistics and its importance.mp4 (106.78 MB)
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2 Explain the role of statistics in data analysis.mp4 (88.67 MB)
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3 Introduction to Python for Statistical Analysis.mp4 (92.55 MB)
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1 Types of Data.mp4 (126.75 MB)
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2 Measures of Central Tendency.mp4 (104.99 MB)
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3 Measures of Spread.mp4 (71.19 MB)
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4 Measures of Dependence.mp4 (73.94 MB)
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5 Measures of Shape and Position.mp4 (145.51 MB)
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6 Measures of Standard Scores.mp4 (78.66 MB)
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1 Introduction to Basic Probability.mp4 (176.25 MB)
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2 Introduction to Set Theory.mp4 (106.46 MB)
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3 Introduction to Conditional Probability.mp4 (74.67 MB)
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4 Introduction to Bayes Theorem.mp4 (118.02 MB)
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5 Introduction to Permutations and Combinations.mp4 (112.36 MB)
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6 Introduction to Random Variables.mp4 (80.68 MB)
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7 Introduction to Probability Distribution Functions.mp4 (202.6 MB)
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1 Introduction to Normal Distribution.mp4 (215.76 MB)
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10 Introduction to Sampling Methods.mp4 (256.51 MB)
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2 Introduction to Skewness and Kurtosis.mp4 (143.75 MB)
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3 Introduction to Statistical Transformations.mp4 (212.55 MB)
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4 Introduction to Sample and Population Mean.mp4 (73.54 MB)
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5 Introduction to Central Limit Theorem.mp4 (75.18 MB)
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6 Introduction to Bias and Variance.mp4 (114.32 MB)
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7 Introduction to Maximum Likelihood Estimation.mp4 (101.72 MB)
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8 Introduction to Confidence Intervals.mp4 (78.15 MB)
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9 Introduction to Correlations.mp4 (270.63 MB)
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1 1 Fundamentals of Hypothesis Testing.mp4 (108.78 MB)
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2 Introduction to T Tests.mp4 (138.68 MB)
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3 Introduction to Z Tests.mp4 (88.5 MB)
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4 Introduction to Chi Squared Tests.mp4 (232.01 MB)
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5 Introduction to Anova Tests.mp4 (54.11 MB)
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