Google Cloud Big Data and Machine Learning Fundamentals

Question 1

What are 3 basic layers that GCP consists of?

Answer 1

Question 2

What are the core products of Compute?

Answer 2

• Compute Engine
• GKE
• App Engine
• Cloud Functions
• Cloud Run

Question 3

What is a TPU?

Answer 3

TPU (Tensor Processing Unit) is a processing unit developed by Google that is specifically designed for executing ML related tasks.

Question 4

Where do you store unstructured data?

Answer 4

Usually in Cloud Storage but BigQuery is now also offering a possibility to store unstructured data.

Question 5

What are the 4 main types of storage in Cloud Storage?

Answer 5

Question 6

Which storage should be used for structured data?

Answer 6

Question 7

What is the main grouping of Google Cloud products?

Answer 7

Question 8

What are the main GCP Ingestion products?

Answer 8

• PubSub
• Dataflow
• Dataproc
• Cloud Data Fusion
• Dataprep

Question 9

What are the main GCP Storage products?

Answer 9

• Cloud Storage
• Cloud SQL
• Cloud Spanner
• Cloud BigTable
• Firestore

Question 10

What are the main GCP Analytics tools?

Answer 10

• BigQuery
• Looker Studio
• Looker

Question 11

What are the main GCP Machine Learning tools?

Answer 11

• Vertex AI
• AutoML
• BigQuery ML
• TensorFlow

On top of this, Google build AI solutions:
* Document AI
* Contact Center AI
* Retail Product Discovery
* Health care engine