1 Session 7 - Pandas, End-to-end Machine Learning Project - June 3, 2018

2 Session 8 - End-to-End Machine Learning Project - June 9, 2018

3 Session 9 - End-to-End Machine Learning Project - June 10, 2018

4 Machine Learning End to End Project - Categorical versus Numerical

5 Machine Learning End to End Project - Probability

6 Machine Learning End to End Project - Probability

7 Machine Learning End to End Project - Probability

8 End to End Project - Descriptive Statistics Project (P1)

9 ML End to End P1 - What is the mean of 'wt' column...

10 ML End to End P1 - Which of the cars are not displayed?...

11 ML End to End P1 - What is the median for the car Toyota Corolla...

12 ML End to End P1 - What is the median of wt...

13 ML End to End P1 - Is 'hp' right-skewed?...

14 ML End to End P1 - Which of these are unimodal?...

15 ML End to End P1 - Which of these are bimodal?...

16 ML End to End P1 - Which of these are most strongly positively correlated?...

17 ML End to End P1 - Which of these are most strongly negatively correlated?...

18 ML End to End P1 - Which of the columns has a negative skew?...

19 ML End to End P1 - Which of these is most skewed to the right?...

20 ML End to End P1 - What is the IQR of 'mpg' column?...

21 ML End to End P1 - Whick of the following commands shall NOT plot the boxplot...

22 ML End to End P1 - What is the mean, standard deviation and variance of 'mpg'...

23 End to End Proj Density Curves

24 End to End Proj Density Curves - Median is equal to mean in a normal distribution....

25 End to End Proj Density Curves - A normal distribution is:...

26 End to End Proj Density Curves - Skewness of a normal distribution is:...

27 End to End Proj Density Curves - Median is equal to the mean in the exponential distribution....

28 End to End Proj Density Curves - Median is greater than the mean in exponential distribution...

29 End to End Proj Density Curves - Exponential distribution is:...

30 End to End Project - Estimate wine quality

31 End to End Project - Forecast Sales Quantities

32 End to End Project - Product Demand Forecasting