A Practical Approach to Timeseries Forecasting Using Python - Quiz Solution - Data Processing for Timeseries Forecastin

Interactive Video
•
Computers
•
10th - 12th Grade
•
Hard
Wayground Content
FREE Resource
Read more
5 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the first step in analyzing the dataset for the quiz?
Cleaning the data
Running a machine learning model
Importing the dataset
Visualizing the data
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which statistical measure indicates that a dataset is non-stationary?
A P-value equal to 0.05
A positive ADF statistic
A P-value less than 0.05
A negative ADF statistic
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What method is used to transform a non-stationary dataset into a stationary one?
Square root method
Differencing
Logarithmic transformation
Exponential smoothing
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
After applying the square root method, what indicates that the dataset is now stationary?
The dataset has more data points
The P-value is less than 0.05
The ADF statistic is positive
The P-value is greater than 0.05
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the next step after ensuring the dataset is stationary?
Visualizing the data
Applying machine learning techniques
Re-importing the dataset
Checking for missing values
Similar Resources on Wayground
2 questions
A Practical Approach to Timeseries Forecasting Using Python - Dataset Preparation and Scaling

Interactive video
•
University
2 questions
Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN PyTorch CIFAR10 Examp

Interactive video
•
University
2 questions
No-Code Machine Learning Using Amazon AWS SageMaker Canvas - Adding and Joining Datasets

Interactive video
•
University
3 questions
Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Training the Model on the Traini

Interactive video
•
University
2 questions
Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 1

Interactive video
•
University
3 questions
A Practical Approach to Timeseries Forecasting Using Python - Quiz Solution - Data Processing for Timeseries Forecastin

Interactive video
•
University
2 questions
A Practical Approach to Timeseries Forecasting Using Python - Stationarity in Time Series

Interactive video
•
University
2 questions
Stationarity Check

Interactive video
•
University
Popular Resources on Wayground
12 questions
Unit Zero lesson 2 cafeteria

Lesson
•
9th - 12th Grade
10 questions
Nouns, nouns, nouns

Quiz
•
3rd Grade
10 questions
Lab Safety Procedures and Guidelines

Interactive video
•
6th - 10th Grade
25 questions
Multiplication Facts

Quiz
•
5th Grade
11 questions
All about me

Quiz
•
Professional Development
20 questions
Lab Safety and Equipment

Quiz
•
8th Grade
13 questions
25-26 Behavior Expectations Matrix

Quiz
•
9th - 12th Grade
10 questions
Exploring Digital Citizenship Essentials

Interactive video
•
6th - 10th Grade