Exit Quiz for Machine Learning

TechSolutions Inc. is cleaning and organizing their customer interaction data to develop a chatbot. This stage involves ensuring the data is relevant and that the pipelines are flowing with the latest data sources. Which stage of the Machine Learning Lifecycle are they in?

• Data Collection and Exploration

• Model Validation

• Project Conception

• Deployment

Creative Designs Inc. has recently integrated a machine learning model into their website to provide personalized product recommendations. They are now focusing on how the model performs in real-time and making necessary adjustments. Which stage of the Machine Learning Lifecycle are they in?

• Deployment

• Project Conception

• Data Collection and Exploration

• Monitor and Maintain

Global Health Inc. has developed a model to predict patient health risks. They are now testing it with new data to ensure its accuracy and reliability on out of sample data. Which stage of the Machine Learning Lifecycle are they in?

• Data Collection and Exploration

• Model Validation

• Algorithm Selection

• Project Conception

FineDine Restaurants is developing a system to predict customer preferences based on past orders. They are designing and training a model for this purpose. Which stage of the Machine Learning Lifecycle are they in?

• Monitor and Maintain

• Data Collection and Exploration

• Algorithm Selection

• Model Validation

EcoEnergy Solutions is integrating their newly developed energy prediction model into their grid management system. This step involves making the model part of their operational workflow. Which stage of the Machine Learning Lifecycle are they in?

• Deployment

• Monitor and Maintain

• Data Collection and Exploration

• Project Conception

FutureFind Analytics is in the early stages of developing a predictive model for market trends. They are currently identifying the business problem and determining if a machine learning solution is appropriate. Which stage of the Machine Learning Lifecycle are they in?

• Data Collection and Exploration

• Deployment

• Project Conception

• Model Validation

Identify if CLASSFICATION or REGRESSION

" Predicting temperature tomorrow"

• CLASSFICATION

• REGRESSION

Identify if CLASSFICATION or REGRESSION

" Determining if a transaction is fraud"

• REGRESSION

• CLASSIFICATION

Identify if Classification or Regression

" Identify the picture of Dog or Cat"

• CLASSIFICATION

• REGRESSION

Identify if Classification or Regression

" Predicting number of visitors at Miracle Garden of Dubai next week"

• REGRESSION

• CLASSIFICATION