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Baseline: Data, ML, AI

Introductory · 11 Labs · 9 Credits · 5h 25m

Service Area (Beginner) Ml

Big data, machine learning, and artificial intelligence are today’s hot computing topics, but these fields are quite specialized and introductory material is hard to come by. Fortunately, GCP provides user-friendly services in these areas and Qwiklabs has you covered with this introductory-level quest, so you can take your first steps with tools like Big Query, Cloud Speech API, and Cloud ML Engine. Want extra help? 1-minute videos walk you through key concepts for each lab.

BigQuery: Qwik Start - Web User Interface

This lab shows you how to query public tables and load sample data into BigQuery using the Web UI. Watch the short video Get Meaningful Insights with Google BigQuery.

Icon  intro introductory 1 Credit 30 Minutes

BigQuery: Qwik Start - Command Line

This hands-on lab shows you how to query public tables and load sample data into BigQuery using the Command Line Interface. Watch the short videos Get Meaningful Insights with Google BigQuery and BigQuery: Qwik Start - Qwiklabs Preview.

Icon  intro introductory 1 Credit 30 Minutes

Bigtable: Qwik Start - Command Line

Cloud Bigtable is Google's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail. In this lab you'll use Bigtable with the cbt command line.

Icon  intro introductory 1 Credit 30 Minutes

Bigtable: Qwik Start - Hbase Shell

This hands-on lab will show you how to use the HBase shell to connect to a Cloud Bigtable instance.

Icon  intro introductory 1 Credit 30 Minutes

Cloud Natural Language API: Qwik Start

The Cloud Natural Language API lets you extract entities and perform sentiment and syntactic analysis on text. Watch the short video Gain Valuable Insights from Text with Cloud Natural Language.

Icon  intro introductory 1 Credit 40 Minutes

Google Cloud Speech API: Qwik Start

The Google Cloud Speech API integrates speech recognition into dev apps; you can now send audio/receive a text transcription. Watch the short video Powerful Speech Recognition Using Google Machine Learning.

Icon  intro introductory 1 Credit 15 Minutes

Dataproc: Qwik Start - Console

This page shows you how to use the Google Cloud Platform Console to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in the cluster.

Icon  intro introductory 1 Credit 30 Minutes

Dataproc: Qwik Start - Command Line

This lab shows you how to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in the cluster, all from the gcloud Command Line.

Icon  intro introductory 1 Credit 30 Minutes

Dataprep: Qwik Start

Google Cloud Dataprep is an intelligent data service for visually exploring, cleaning, and preparing data for analysis.

Icon  intro introductory 1 Credit 30 Minutes

Google Cloud Datalab: Qwik Start

Cloud Datalab is an interactive data analysis and machine learning environment designed for GCP. You can use it to explore, analyze, transform, and visualize your data interactively and to build machine learning models from your data. Watch the short video Easily Analyze and Visualize Large Datasets with Cloud Datalab.

Icon  intro introductory 1 Credit 30 Minutes

Cloud ML Engine: Qwik Start

In this lab you train and deploy a TensorFlow model to Cloud ML Engine for serving (prediction). Watch the short video Harness the Power of Machine Learning with Cloud ML Engine.

Icon  intro introductory Free 1 Hour

Data Studio: Qwik Start

Data Studio lets you create dynamic, visually compelling reports and dashboards

Icon  intro introductory 1 Credit 30 Minutes

Google Genomics: Qwik Start

Google Genomics is at the forefront of organizing the world's genomic information. In this lab, you will use Google's implementation of htsget and SAM Tools—popular APIs in the big genome data field to analyze large files of genomic data.

Icon  intro introductory 1 Credit 30 Minutes

Dataflow: Qwik Start - Templates

This page shows you how to create a streaming pipeline using a Google-Provided Cloud Dataflow template.

Icon  intro introductory 1 Credit 30 Minutes

Dataflow: Qwik Start - Python

In this lab you will set up your Python development environment, get the Cloud Dataflow SDK for Python, and run an example pipeline using the Google Cloud Platform Console.

Icon  intro introductory 1 Credit 30 Minutes

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