Final Exam: Machine Learning Using SQL with BigQuery ML
Intermediate
- 1 video | 32s
- Includes Assessment
- Earns a Badge
Final Exam: Machine Learning Using SQL with BigQuery ML will test your knowledge and application of the topics presented throughout the Machine Learning Using SQL with BigQuery ML track.
WHAT YOU WILL LEARN
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Differentiate between the different kinds of machine learning (ml) models
create and load data into a bigquery table
visualize bigquery data in looker studio
build a random forest regression model
evaluate and understand an ml model
process and split data for training and test
execute commands in cloud shell using bq
balance skewed classes in data
impute missing values and clean outliers
perform hyperparameter tuning on a random forest -
remove columns with low predictive power
split and visualize data in looker studio
run a recommendation model in bigquery
implement hyperparameter tuning on a clustering model
explore and visualize data in bigquery and looker studio
load data from google cloud platform (gcp) into bigquery
perform hyperparameter tuning on a clustering model
query and visualize data
perform multiple time series analysis for different categories
perform time series forecasting using an autoregressive integrated moving average (arima)
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