Statistics for Data Science Business Analytics in Python

Files Included :

42 - Random Variables and Probability Distribution.mp4 (41.27 MB)
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43 - Using Probability Distribution to Estimate Probabilities.mp4 (38.13 MB)
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44 - Normal distribution.mp4 (36.26 MB)
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45 - Normal Distribution Handson.mp4 (34.75 MB)
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46 - Tdistribution.mp4 (23.62 MB)
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47 - Finding actual values from the probability.mp4 (25.39 MB)
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48 - Sampling Distribution.mp4 (27.08 MB)
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49 - Central limit theorem handson.mp4 (79.5 MB)
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50 - Introduction to Inferential statistics and hypothesis testing.mp4 (39.5 MB)
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51 - Introduction to test of means.mp4 (36.52 MB)
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52 - Steps for conducting test of means.mp4 (33.43 MB)
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53 - One sample right tail test.mp4 (35.15 MB)
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54 - One sample left tail test.mp4 (18.63 MB)
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55 - One sample two tail T test.mp4 (23.98 MB)
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56 - Two sample unpaired T test.mp4 (38.8 MB)
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57 - Two sample paired T test.mp4 (28.15 MB)
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58 - Errors in hypothesis testing.mp4 (15.29 MB)
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59 - ANOVA Introduction.mp4 (17.19 MB)
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60 - ANOVA Intuition.mp4 (24.44 MB)
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61 - One Way ANOVA manual computation.mp4 (68.03 MB)
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62 - One Way ANOVA using python.mp4 (35.1 MB)
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63 - Two Way ANOVA case 1 Diet Plan.mp4 (79.54 MB)
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64 - Two Way ANOVA case 2 Movies analysis.mp4 (67.62 MB)
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65 - Introduction to test of proportions and independence using Chisquare test.mp4 (23.66 MB)
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66 - Chi square test handson.mp4 (37.93 MB)
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67 - Introduction to Linear Regression.mp4 (46.36 MB)
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68 - Goodness of fit.mp4 (22.28 MB)
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69 - Condition for linear regression.mp4 (15.1 MB)
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70 - Simple Linear Regression Manual method.mp4 (36.57 MB)
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71 - Simple Linear Regression Using OLS package.mp4 (84.9 MB)
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72 - MLR case.mp4 (50.86 MB)
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73 - Creating our first MLR model.mp4 (75.5 MB)
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74 - Improving the MLR model.mp4 (40.3 MB)
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75 - Another way to build the MLR model.mp4 (46.49 MB)
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3 - Installing anaconda distribution and Jupyter.mp4 (24.1 MB)
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4 - Tour of Jupyter notebook.mp4 (16.41 MB)
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5 - Calculations in Python.mp4 (24.5 MB)
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6 - Variables in python.mp4 (39.22 MB)
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7 - Collection data types in python List.mp4 (36.1 MB)
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8 - Collection data types in python continued Tuples Sets and Dictionaries.mp4 (47.92 MB)
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10 - For and While loops.mp4 (23.53 MB)
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11 - Functions.mp4 (21.31 MB)
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9 - Conditional and logical statements.mp4 (36.1 MB)
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12 - Numpy arrays.mp4 (29.04 MB)
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13 - ndarrays in numpy.mp4 (42.93 MB)
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14 - Access values from a matrix.mp4 (33.86 MB)
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15 - Pandas Series.mp4 (29.42 MB)
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16 - Pandas Data Frames.mp4 (75.42 MB)
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17 - Data frame manipulation.mp4 (51.02 MB)
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18 - Introduction to Statistical Data Analysis.mp4 (30.89 MB)
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19 - Variables in Statistical Data Analysis.mp4 (7.64 MB)
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20 - Population Vs Samples.mp4 (36.97 MB)
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21 - One way tables.mp4 (65.86 MB)
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22 - Line Charts and Bar charts.mp4 (55.15 MB)
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23 - Pie Charts.mp4 (33.8 MB)
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24 - Two way cross tables.mp4 (28.04 MB)
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25 - Heat maps.mp4 (45.87 MB)
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26 - Central tendency measures mean median mode.mp4 (51.62 MB)
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27 - Dispersion measures range and interquartile range.mp4 (29.83 MB)
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28 - Histogram.mp4 (21.92 MB)
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29 - Box plot.mp4 (24.3 MB)
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30 - Outliers.mp4 (42.62 MB)
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31 - Variance and Standard deviation.mp4 (25.79 MB)
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32 - Univariate handson exercise.mp4 (86.2 MB)
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33 - Introduction to Bivariate analysis.mp4 (80.6 MB)
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34 - Covariance and Correlation.mp4 (51.19 MB)
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35 - Bivariate handson exercise.mp4 (96.19 MB)
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36 - Probability theory.mp4 (53.86 MB)
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37 - Estimating simple probabilities single independent event.mp4 (29.65 MB)
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38 - Estimating probability in case of two or more events.mp4 (71.14 MB)
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39 - Conditional Probability.mp4 (48.44 MB)
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40 - Review the Multiplication law of probability.mp4 (51.97 MB)
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41 - Bayes theorem.mp4 (43.01 MB)
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