Name: Predict Taxi Fare with a BigQuery ML Forecasting Model
Start: 2020-12-03T11:00:00Z
End: 2020-12-03T13:00:00Z

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Overview of the lab:

Organisations are generating incredible value from their data using Google Cloud's analytics platform. At the heart of the platform is Google Cloud BigQuery - a fully managed, No-Ops, low cost, petabyte scale OLAP database. With BigQuery you can query terabytes of data without having any infrastructure to manage, or needing a database administrator.

BigQuery Machine Learning is a new feature in BigQuery where data analysts can create, train, evaluate, and predict with machine learning models using standard SQL queries.

Searce and Google Cloud are hosting a Study Jam — a unique concept of coding live on a Google Cloud Platform sandbox with the industry experts where you will explore millions of New York City yellow taxi cab trips available in a BigQuery Public Dataset. You will then create a machine learning model inside of BigQuery to predict the fare of the cab ride given your model inputs.&nbsp;

Lastly, You will evaluate the performance of your model and make predictions with it.

Objectives:

In this lab, you will learn to perform the following tasks:

- Use BigQuery to find public datasets

- Query and explore the public taxi cab dataset

- Create a training and evaluation dataset to be used for batch prediction

&nbsp;- Create a forecasting (linear regression) model in BQML

- Evaluate the performance of your machine learning model

Agenda

11:00 AM: Introduction to GCP, BigQuery and BigQuery Machine Learning

11:30 AM: Hands-on Lab - Predict Taxi Fare with a BigQuery ML Forecasting Model

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Hosts

Franco Camba - Google Cloud UKI (Customer Engineer)

Megha Desai - Searce UKI (Technical Lead - Machine Learning)

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Partners

Google Cloud UKI (https://twitter.com/GoogleCloud_UKI)

Searce UKI (https://www.searce.com/home)

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THIS IS A FREE EVENT - PLEASE FINISH YOUR RSVP IN THE LINK BELOW

https://gdg.community.dev/events/details/google-gdg-cloud-dublin-presents-predict-taxi-fare-with-a-bigquery-ml-forecasting-model/

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