Google Cloud/Review

Review of Google Cloud and Data Engineering

Review in preparation for interview:

• Components of workflow in cloud, analogies
• Open source tools used at each "step"
• Highlighting different workflows using repositories
• Quick/easy example: why so many database solutions? How to do basics?
• Specific challenges, software, workflow for genomics research

Review Notes Pages

Google Cloud/Scientific Data Processing - doing the scientific data processing qwiklab

Procedure

Software tools list, (abstract) example for each: Google Cloud

• Storage/database/computation/GPUs vs CPUs/containerization

Software quality assurance:

• Github page - 10 things
• Apply style of later points to earlier points
• Clear out lorem ipsum (7-10)

Links to Notes

Notes review: GCDEC

• Case study - Google Cloud/Case Study
• 1 - GCDEC/Fundamentals/Notes
• 2 - GCDEC/Unstructured_Data/Notes
• 3a - GCDEC/BigQuery/Notes
• 3b - GCDEC/Dataflow/Notes
• 4a - GCDEC/Building_Tensorflow/Notes
• 4b - GCDEC/Deploying_Tensorflow/Notes
• 4c - GCDEC/Engineering_Tensorflow/Notes
• 5 - GCDEC/Streaming/Notes

Links to Code Labs

Google Codelabs:

• Main link - https://codelabs.developers.google.com/
• Kubernetes and Container Engine - https://codelabs.developers.google.com/codelabs/cloud-compute-kubernetes/index.html?index=..%2F..%2Findex#0
• Process Astronomy Data to Generate Images - https://codelabs.developers.google.com/codelabs/cloud-compute-the-cosmos/index.html?index=..%2F..%2Findex#0
• Kubernetes for Java apps - https://codelabs.developers.google.com/codelabs/cloud-springboot-kubernetes/index.html?index=..%2F..%2Findex#0
• Google Cloud Storage - https://codelabs.developers.google.com/codelabs/es003l-storage/index.html?index=..%2F..%2Findex
• Campaign finance with bigquery - https://codelabs.developers.google.com/codelabs/cloud-bq-campaign-finance/index.html?index=..%2F..%2Findex#0
• Text processing with big data - https://codelabs.developers.google.com/codelabs/cloud-dataflow-starter/index.html?index=..%2F..%2Findex#0
• Recommendations ML - https://codelabs.developers.google.com/codelabs/cloud-accelerate-dataproc/index.html?index=..%2F..%2Findex#0
• Spark + OpenCV - https://codelabs.developers.google.com/codelabs/cloud-dataproc-opencv/index.html?index=..%2F..%2Findex
• Speech to Text - https://codelabs.developers.google.com/codelabs/cloud-speech-intro/index.html?index=..%2F..%2Findex#0
• Translate Text - https://codelabs.developers.google.com/codelabs/cloud-translation-intro/index.html?index=..%2F..%2Findex#0

Google Qwiklabs:

• Google Cloud Platform essentials - https://google.qwiklabs.com/quests/23?locale=en
• Scientific data processing - https://google.qwiklabs.com/quests/28?locale=en
• Data engineering - https://google.qwiklabs.com/quests/25?locale=en