1 End to End Project - Bikes Assessment - Description

2 End to End Project - Bikes Assessment - Importing the libraries

3 End to End Project - Bikes Assessment - MCQs - Which of the above libraries can be used to scale...

4 End to End Project - Bikes Assessment - Defining some utility functions

5 End to End Project - Bikes Assessment - MCQs - Which of the following commands is used to calculate the...

6 End to End Project - Bikes Assessment - Loading the data

7 End to End Project - Bikes Assessment - MCQs - pd.read_csv reads the csv and forms the data in this...

8 End to End Project - Bikes Assessment - MCQs - Which of these is a categorical feature?...

9 End to End Project - Bikes Assessment - MCQs - Which of these is a numerical feature?...

10 End to End Project - Bikes Assessment - MCQs - Which of these is the dependent variable?...

11 End to End Project - Bikes Assessment - MCQs - Do we need to hotcode the weathersit feature?...

12 End to End Project - Bikes Assessment - MCQs - Do we need an Imputer function to fill in the...

13 End to End Project - Bikes Assessment - MCQs - How many columns are present in the raw dataset?...

14 End to End Project - Bikes Assessment - MCQs - How many rows are present in the raw dataset?...

15 End to End Project - Bikes Assessment - MCQs - What is the mean of the hum column?...

16 End to End Project - Bikes Assessment - MCQs - Considering the goal of the model, which of these attributes...

17 End to End Project - Bikes Assessment - MCQs - Considering the goal of the model, which of these attributes...

18 End to End Project - Bikes Assessment - MCQs - Which of these is not a continuous numeric variable?...

19 End to End Project - Bikes Assessment - MCQs - The dataset in its raw state contains the continuous numeric...

20 End to End Project - Bikes Assessment - MCQs - Which of these libraries can be used to standardize the...

21 End to End Project - Bikes Assessment - Cleaning the data

22 End to End Project - Bikes Assessment - MCQs - What is the mean value of the temp column after...

23 End to End Project - Bikes Assessment - Adding derived attributes and transforming the data

24 End to End Project - Bikes Assessment - MCQs - Do we need CategoricalEncoder for this problem?...

25 End to End Project - Bikes Assessment - MCQs - What is the max value of xfromWorkHr?...

26 End to End Project - Bikes Assessment - MCQs - Do we need to use pandas factorize() function for this...

27 End to End Project - Bikes Assessment - Analyzing and visualizing the dataset

28 End to End Project - Bikes Assessment - MCQs - The count of the bikes rented is linearly increasing with...

29 End to End Project - Bikes Assessment - Analyzing dataset - Correlation Matrix

30 End to End Project - Bikes Assessment - Analyzing dataset - Line Plots

31 End to End Project - Bikes Assessment - MCQs - Which of these are categorical attributes and would make sense...

32 End to End Project - Bikes Assessment - MCQs - Which of these are numerical continuous attributes and would make...

33 End to End Project - Bikes Assessment - Analyzing dataset - Box Plots

34 End to End Project - Bikes Assessment - MCQs - Does weathersit seem to have significant impact on the count...

35 End to End Project - Bikes Assessment - MCQs - Does day of the week seem to have a significant...

36 End to End Project - Bikes Assessment - MCQs - How xformHr seem to have a significant impact on count...

37 End to End Project - Bikes Assessment - Analyzing dataset - Scatter Matrix

38 End to End Project - Bikes Assessment - Analyzing dataset - Box Plots Working Hours

39 End to End Project - Bikes Assessment - Analyzing dataset - Transformed Working/ Nonworking Hours

40 End to End Project - Bikes Assessment - Divide into training/ test dataset

41 End to End Project - Bikes Assessment - MCQs - What is the count of total number of elements in...

42 End to End Project - Bikes Assessment - MCQs - What is the count of total number of elements in...

43 End to End Project - Bikes Assessment - Train models

44 End to End Project - Bikes Assessment - MCQs - Which of the models has the least mean RMSE?...

45 End to End Project - Bikes Assessment - Finding hyper parameters

46 End to End Project - Bikes Assessment - MCQs - What is the max_depth suggested?...

47 End to End Project - Bikes Assessment - MCQs - What is the min_samples_leaf suggested?...

48 End to End Project - Bikes Assessment - MCQs - What is the max_depth suggested?...

49 End to End Project - Bikes Assessment - Evaluate the model on test