#gcpbigdataandmachinelearningfundamentals

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GCP Big Data and Machine Learning Fundamentals | GKCS

Course Description

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 GCP Big Data and Machine Learning Fundamentals course showcases the ease, flexibility, and power of big data solutions on Google Cloud Platform.

Objectives

This course teaches participants the following skills:

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.

Interact with     Google Cloud Platform services

Audience

This class is intended for the following:

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.

Prerequisites

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 statistic

Content

The course includes presentations, demonstrations, and hands-on labs.

Module 1: Introducing Google Cloud Platform

Module 2: Compute and Storage Fundamentals

Module 3: Data Analytics on the Cloud

Module 4: Scaling Data Analysis

Module 5: Machine Learning

Module 6: Data Processing Architectures

Module 7: Summary

For more IT Training on Google Cloud Courses visit GK Cloud Solutions.

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