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

Procedure

Review case study: Google Cloud/Case Study

Software tools: Google Cloud

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

Review Process

Software Quality Assurance

• Github pages/10 things list (time machine)
• Needs some dusting off, shortening, apply style of later points to earlier points
• Points 7-10 need to be finished, still lorem ipsum

GCDEC Review:

• 1 - https://charlesreid1.com/wiki/GCDEC/Fundamentals/Notes
• 2 - https://charlesreid1.com/wiki/GCDEC/Unstructured_Data/Notes
• 3a - https://charlesreid1.com/wiki/GCDEC/BigQuery/Notes
• 3b - https://charlesreid1.com/wiki/GCDEC/Dataflow/Notes
• 4a - https://charlesreid1.com/wiki/GCDEC/Building_Tensorflow/Notes
• 4b - https://charlesreid1.com/wiki/GCDEC/Deploying_Tensorflow/Notes
• 4c - https://charlesreid1.com/wiki/GCDEC/Engineering_Tensorflow/Notes
• 5 - https://charlesreid1.com/w/index.php?title=GCDEC/Streaming/Notes&action=edit&redlink=1

Examples

Google Codelabs:

• 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 Quiklabs:

• 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