Google Cloud Big Data and Machine Learning Fundamentals Training in Norway

  • Learn via: Classroom
  • Duration: 1 Day
  • Level: Intermediate
  • Price: From €1,430+VAT
We can host this training at your preferred location. Contact us!

This one-day instructor-led course introduces participants to the big data capabilities of Google Cloud Platform. Through a combination of presentations, demos, and hands-on labs, participants get an overview of the Google Cloud platform and a detailed view of the data processing and machine learning capabilities. This course showcases the ease, flexibility, and power of big data solutions on Google Cloud Platform.

Target Audience

  • Data analysts, Data scientists, Business analysts getting started with Google Cloud Platform.
  • Individuals responsible for designing pipelines and architectures for data processing, creating and maintaining machine learning and statistical models, querying datasets, visualizing query results and creating reports.
  • Executives and IT decision makers evaluating Google Cloud Platform for use by data scientists.

To get the most of out of this course, participants should have:

  • Basic proficiency with common query language such as SQL.
  • Experience with data modeling, extract, transform, load activities.
  • Developing applications using a common programming language such Python.
  • Familiarity with machine learning and/or statistics.

  • Identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform.
  • Use Cloud SQL and Cloud Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud Platform.
  • Employ BigQuery and Cloud Datalab to carry out interactive data analysis.
  • Train and use a neural network using TensorFlow.
  • Employ ML APIs.
  • Choose between different data processing products on the Google Cloud Platform.

Session 1

Welcome

  1. Facility Logistics

1 Introduction to Google Cloud Platform

  • Google Cloud Platform infrastructure and big data products
  • Demo: BigQuery Github query
  • The different data roles in an organization
  • What you can do with GCP
  • Activity: Explore a customer use case
  • Lab 1: Exploring a Public Dataset with BigQuery

2 Product Recommendations using Cloud SQL and Spark

  • Compare Google Cloud Big Data products and services
  • Managed Hadoop in the cloud
  • Demo: Creating a Cluster
  • Your SQL database in the cloud
  • Lab 2: Product Recommendation using Cloud SQL and Spark

3 Predicting Visitor Purchases using BigQuery Machine Learning

  • Introduction to BigQuery
  • Fast SQL Query Engine
  • Managed Storage for Datasets
  • Demo: Google Sheets to BQ
  • Insights from Geographic data
  • Demo: BigQuery ML
  • Creating ML models with SQL w/BigQuery ML
  • Lab 3: Predicting Visitor Purchases BigQuery ML

Session 2

4 Real-time Dashboards with Pub/Sub, Dataflow, and Data Studio

  • Introduction
  • Message-oriented architectures
  • Serverless data pipelines
  • Data Visualization w/Data Studio
  • Lab 4: Real-time Dashboards with Pub/Sub, Dataflow, and Data Studio

5 Deriving Insights from Unstructured Data using Machine Learning

  • Introduction to Machine Learning
  • Pre-built ML models
  • Demo: Cloud Vision API
  • Codeless ML with AutoML
  • Lab 5: Classify Images using AutoML

6 Summary

  • Recap of lesson


Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Norway facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
02 november 2024
Oslo, Bergen, Trondheim
1 Day
Classroom / Virtual Classroom
08 november 2024
Oslo, Bergen, Trondheim
1 Day
Classroom / Virtual Classroom
08 november 2024
Oslo, Bergen, Trondheim
1 Day
Classroom / Virtual Classroom
02 november 2024
Oslo, Bergen, Trondheim
1 Day
Classroom / Virtual Classroom
15 november 2024
Oslo, Bergen, Trondheim
1 Day
Classroom / Virtual Classroom
15 november 2024
Oslo, Bergen, Trondheim
1 Day
Classroom / Virtual Classroom
15 november 2024
Oslo, Bergen, Trondheim
1 Day
Classroom / Virtual Classroom
16 november 2024
Oslo, Bergen, Trondheim
1 Day

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Google Cloud Big Data and Machine Learning Fundamentals Training Course in Norway

The Nordic country Norway, is in Northern Europe. Known for its stunning natural beauty, including fjords, mountains, and forests, Norway is also famous for its high standard of living and strong social welfare system. Norway's capital and largest city is Oslo. Tromsø, Bergen, Trondheim and Stavanger are the other tourist attracting cities of Norway.

Norway is a constitutional monarchy with King Harald V as the head of state. The country has a population of 5,425,270 as of January 2022. Norway is a relatively small country and has a relatively low population density, with much of its land area covered by forests, mountains, and fjords. Despite its small size, Norway is known for its rich cultural heritage, strong economy, and stunning natural beauty, which attracts millions of visitors every year. This Nordic country is also known for its winter sports, such as skiing and snowboarding, and is a popular destination for outdoor enthusiasts.

Norway has a long history of invention and is home to numerous more top-tier tech firms and research facilities, such as; Kongsberg Gruppen, Telenor, Atea, Evry and Gjensidige Forsikring.

Due to the country's high latitude, there are large seasonal variations in daylight. From late May to late July, the sun never completely descends beneath the horizon. Which attracts many tourists around the world to see the "Land of the Midnight Sun". Tourists mainly visit Sognefjord, Norway's Largest Fjord, Pulpit Rock, one of the most photographed sites in Norway and of course the capital; Oslo.

Oslo is considered the business center of Norway. It is the country's largest city and the capital of Norway. The city is home to many of Norway's largest and most important companies, as well as several international organizations and research institutions. Additionally, the city is a popular tourist destination, known for its scenic location on the Oslo Fjord, its many museums and cultural attractions, and its vibrant nightlife and dining scene. Some of the most popular museums in Oslo are The Norwegian Museum of Cultural History, The Nobel Peace Center, The National Museum of Art, Architecture, and Design, The Munch Museum and The Vigeland Museum.
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