About this course: This 1-week accelerated on-demand course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities. At the end of this course, participants will be able to: • Identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform • Use CloudSQL 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 • Choose between Cloud SQL, BigTable and Datastore • Train and use a neural network using TensorFlow • Choose between different data processing products on the Google Cloud Platform Before enrolling in this course, participants should have roughly one (1) year of experience with one or more of the following: • A common query language such as SQL • Extract, transform, load activities • Data modeling • Machine learning and/or statistics • Programming in Python Google Account Notes: • You'll need a Google/Gmail account and a credit card or bank account to sign up for the Google Cloud Platform free trial (Google is currently blocked in China). • There is a known issue with certain EU countries where individuals are not able to sign up, but you may sign up as "business" status and intend to see a potential economic benefit from the trial. More details at: https://support.google.com/cloud/answer/6090602 • More Google Cloud Platform free trial FAQs are available at: https://cloud.google.com/free-trial/
Who is this class for: This class is intended for Data analysts, Data scientists and Business analysts. It is also suitable for IT decision makers evaluating Google Cloud Platform for use by data scientists. This class is for people who do the following with big data: • Extracting, Loading, Transforming, cleaning, and validating data for use in analytics • Designing pipelines and architectures for data processing • Creating and maintaining machine learning and statistical models • Querying datasets, visualizing query results and creating reports
Taught by: Google Cloud Training
| Level | Intermediate |
| Commitment | 1 week of study, 6-10 hours/week |
| Language | English |
| Hardware Req | You'll need a Google account and credit card to sign up for the Google Cloud Platform free trial. |
| How To Pass | Pass all graded assignments to complete the course. |
| User Ratings |
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| Purchase Course | |
|---|---|
| Access to course materials | Available |
| Access to graded materials | Available |
| Receive a final grade | Available |
| Earn a shareable Course Certificate | Available |
great course and fundamentals of google cloud. instructor is very good!
The Course content are nicely explained in a short time, I appreciate the effort. Google's developer codelabs examples are awesome. I am a Data Engineer by my profession but after seeing these example code, I found I have to rethink the way I am organising my codes.
excellent course and great speaker
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Gostei. Dá uma boa noção dos produtos do GCP. Para quem já conhece as tecnologias associadas é o suficiente para começar a usar. Para quem não conhece também é uma ótima oportunidade para conhecer e praticar.