Google Cloud Big Data and Machine Learning Fundamentals Training in Germany

  • 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 Germany facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

25 Januar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
05 Februar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
09 Februar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
25 Januar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
05 Februar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
02 März 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
09 Februar 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
10 März 2025 (1 Day)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom

Related Trainings

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

The Federal Republic of Germany is the second most populous country in Europe and is located in Central Europe. The official language of the country is German. Germany is one of the richest countries in the world. The main exports of the country include motor vehicles and iron and steel products.

Here are some fun facts about Germany:
The fairy tale writer, the Brothers Grimm, came from Germany and wrote many famous stories such as Cinderella, Snow White, and Sleeping Beauty.
Germany is home to the largest theme park in Europe, the Europa-Park.
The famous composer Ludwig van Beethoven was born in Germany.
The Autobahn, the German highway system, is known for having no general speed limit.


Berlin was divided by the Berlin Wall from 1961 to 1989. Known for its street art, Berlin has many colorful murals and graffiti throughout the city. Also, Berlin is home to many famous museums, such as the Pergamon Museum and the Museum Island. Many clubs and bars stay open until the early hours of the morning in this big city.

Another popular city is Munich, which is famous for its Oktoberfest beer festival that attracts millions of visitors every year. Munich is also home to many historic buildings, including Nymphenburg Palace and the Marienplatz town square.

The country's capital and largest city is Berlin, however Frankfurt is considered to be the business and financial center of Germany. It is home to the Frankfurt Stock Exchange, the European Central Bank, and many other financial institutions. Because of its central location within Europe and its status as a major financial hub, Frankfurt is often referred to as the "Mainhattan," a play on the city's name and its association with the Manhattan financial district in New York City.

Frankfurt is also a major transportation hub, with the largest airport in Germany and one of the largest in Europe, Frankfurt Airport. Additionally, it is a popular destination for tourists, with its historic city center, beautiful parks, and vibrant cultural scene.

Some of the top German technology companies like Siemens AG, Bosch, SAP SE, Deutsche Telekom, Daimler AG and Volkswagen has business centers in Frankfurt. The country has a strong tradition of engineering and innovation, and is home to many other world-class technology companies and research institutions.

Tailored to meet the specific needs of Germany, Bilginç IT Academy combines cutting-edge training methodologies with our comprehensive range of Certification Exam preparation courses and accredited corporate training programs. Experience a transformative approach to IT training that will redefine your expectations.
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