Google Cloud/Review: Difference between revisions
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==Review of Google Cloud and Data Engineering== | ==Review of Google Cloud and Data Engineering== | ||
Review in preparation for interview: | <s>Review in preparation for interview: | ||
* Components of workflow in cloud, analogies | * Components of workflow in cloud, analogies | ||
* Open source tools used at each "step" | * Open source tools used at each "step" | ||
* Highlighting different workflows using repositories | * Highlighting different workflows using repositories | ||
* Quick/easy example: why so many database solutions? How to do basics? | * Quick/easy example: why so many database solutions? How to do basics? | ||
* Specific challenges, software, workflow for genomics research | * Specific challenges, software, workflow for genomics research</s> | ||
==Review Notes Pages== | |||
[[Google Cloud/Scientific Data Processing]] - doing the scientific data processing qwiklab | |||
==Procedure== | ==Procedure== | ||
| Line 17: | Line 23: | ||
* Apply style of later points to earlier points | * Apply style of later points to earlier points | ||
* Clear out lorem ipsum (7-10) | * Clear out lorem ipsum (7-10) | ||
===Links to Notes=== | |||
Notes review: GCDEC | Notes review: GCDEC | ||
| Line 28: | Line 36: | ||
* 4c - [[GCDEC/Engineering_Tensorflow/Notes]] | * 4c - [[GCDEC/Engineering_Tensorflow/Notes]] | ||
* 5 - [[GCDEC/Streaming/Notes]] | * 5 - [[GCDEC/Streaming/Notes]] | ||
===Links to Code Labs=== | |||
Google Codelabs: | Google Codelabs: | ||
| Line 46: | Line 56: | ||
* Scientific data processing - https://google.qwiklabs.com/quests/28?locale=en | * Scientific data processing - https://google.qwiklabs.com/quests/28?locale=en | ||
* Data engineering - https://google.qwiklabs.com/quests/25?locale=en | * Data engineering - https://google.qwiklabs.com/quests/25?locale=en | ||
==Flags== | |||
[[Category:Google Cloud]] | [[Category:Google Cloud]] | ||
[[Category:Data Engineering]] | [[Category:Data Engineering]] | ||
Revision as of 22:29, 8 January 2018
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