30 DAYS OF GOOGLE CLOUD 2021 | |||
Channel Name: Sakura Satio | |||
Channel Link: https://www.youtube.com/channel/UCiWP5KYh4MWj-yp3j-DMIrA | |||
Blogger Website: https://sakurasatio.blogspot.com/ (you will find all challenge lab steps here) | |||
Email: sakurasatio@gmail.com | |||
Excel Sheet Link: https://shorturl.at/cvLOW | |||
Track 1: Cloud Engineering Track | |||
1. Skill Badge: Getting Started: Create and Manage Cloud Resources | |||
A Tour of Qwiklabs and Google Cloud | GSP282 | ||
Creating a Virtual Machine | GSP001 | Any one out of these two | |
Compute Engine: Qwik Start - Windows | GSP093 | ||
Getting Started with Cloud Shell and gcloud | GSP002 | ||
Kubernetes Engine: Qwik Start | GSP100 | ||
Set Up Network and HTTP Load Balancers | GSP007 | ||
Create and Manage Cloud Resources: Challenge Lab | GSP313 | ||
2. Skill Badge: Perform Foundational Infrastructure Tasks in Google Cloud | |||
Cloud Storage: Qwik Start - Cloud Console | GSP073 | Any one out of two | |
Cloud Storage: Qwik Start - CLI/SDK | GSP074 | optional | |
Cloud IAM: Qwik Start | GSP064 | ||
Cloud Monitoring: Qwik Start | GSP089 | ||
Cloud Functions: Qwik Start - Console | GSP081 | optional | Any one out of these two |
Cloud Functions: Qwik Start - Command Line | GSP080 | ||
Google Cloud Pub/Sub: Qwik Start - Console | GSP096 | optional | Any one out of these three |
Google Cloud Pub/Sub: Qwik Start - Command Line | GSP095 | ||
Google Cloud Pub/Sub: Qwik Start - Python | GSP094 | optional | |
Perform Foundational Infrastructure Tasks in Google Cloud: Challenge Lab | GSP315 | ||
3. Skill Badge: Setup and Configure a Cloud Environment in Google Cloud | |||
Cloud IAM: Qwik Start | GSP064 | ||
Introduction to SQL for BigQuery and Cloud SQL | GSP281 | ||
Multiple VPC Networks | GSP211 | ||
Cloud Monitoring: Qwik Start | GSP089 | ||
Managing Deployments Using Kubernetes Engine | GSP053 | ||
Set Up and Configure a Cloud Environment in Google Cloud: Challenge Lab | GSP321 | ||
4. Skill Badge: Deploy and Manage Cloud Environments with Google Cloud | |||
Orchestrating the Cloud with Kubernetes | GSP021 | ||
Continuous Delivery Pipelines with Spinnaker and Kubernetes Engine | GSP114 | ||
Multiple VPC Networks | GSP211 | ||
Troubleshooting Workloads on GKE for Site Reliability Engineers | GSP902 | ||
Deploy and Manage Cloud Environments with Google Cloud: Challenge Lab | GSP314 | ||
User Authentication: Identity-Aware Proxy | GSP499 | ||
Multiple VPC Networks | GSP211 | ||
VPC Networks - Controlling Access | GSP213 | ||
HTTP Load Balancer with Cloud Armor | GSP215 | ||
Create an Internal Load Balancer | GSP216 | ||
Build and Secure Networks in Google Cloud: Challenge Lab | GSP322 | ||
Introduction to Docker | GSP055 | ||
Kubernetes Engine: Qwik Start | GSP100 | ||
Orchestrating the Cloud with Kubernetes | GSP021 | ||
Managing Deployments Using Kubernetes Engine | GSP053 | ||
Continuous Delivery with Jenkins in Kubernetes Engine | GSP051 | ||
Deploy to Kubernetes in Google Cloud: Challenge Lab | GSP318 | ||
Track 2: Data Science & Machine Learning Track | |||
1. Skill Badge: Getting Started: Create and Manage Cloud Resources | |||
A Tour of Qwiklabs and Google Cloud | GSP282 | ||
Creating a Virtual Machine | GSP001 | Any one out of these two | |
Compute Engine: Qwik Start - Windows | GSP093 | optional | |
Getting Started with Cloud Shell and gcloud | GSP002 | ||
Kubernetes Engine: Qwik Start | GSP100 | ||
Set Up Network and HTTP Load Balancers | GSP007 | ||
Create and Manage Cloud Resources: Challenge Lab | GSP313 | ||
2. Skill Badge: Perform Foundational Data, ML, and AI Tasks in Google Cloud | |||
AI Platform: Qwik Start | GSP076 | ||
Dataprep: Qwik Start | GSP105 | ||
Dataflow: Qwik Start - Templates | GSP192 | optional | Any one out of these two |
Dataflow: Qwik Start - Python | GSP207 | ||
Dataproc: Qwik Start - Console | GSP103 | optional | Any one out of these two |
Dataproc: Qwik Start - Command Line | GSP104 | ||
Cloud Natural Language API: Qwik Start | GSP097 | ||
Google Cloud Speech API: Qwik Start | GSP119 | ||
Video Intelligence: Qwik Start | GSP154 | ||
Perform Foundational Data, ML, and AI Tasks in Google Cloud: Challenge Lab | GSP323 | ||
Introduction to SQL for BigQuery and Cloud SQL | GSP281 | ||
BigQuery: Qwik Start - Console | GSP072 | optional | Any one out of these two |
BigQuery: Qwik Start - Command Line | GSP071 | ||
Exploring Your Ecommerce Dataset with SQL in Google BigQuery | GSP407 | ||
Troubleshooting Common SQL Errors with BigQuery | GSP408 | ||
Explore and Create Reports with Data Studio | GSP409 | ||
Insights from Data with BigQuery: Challenge Lab | GSP787 | ||
Creating a Data Transformation Pipeline with Cloud Dataprep | GSP430 | ||
Building an IoT Analytics Pipeline on Google Cloud | GSP088 | ||
ETL Processing on Google Cloud Using Dataflow and BigQuery | GSP290 | ||
Predict Visitor Purchases with a Classification Model in BQML | GSP229 | ||
Predict Housing Prices with Tensorflow and AI Platform | GSP418 | ||
Cloud Composer: Copying BigQuery Tables Across Different Locations | GSP283 | ||
Engineer Data in Google Cloud: Challenge Lab | GSP327 | ||
Introduction to APIs in Google | GSP294 | ||
Extract, Analyze, and Translate Text from Images with the Cloud ML APIs | GSP075 | ||
Classify Text into Categories with the Natural Language API | GSP063 | ||
Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API | GSP037 | ||
Entity and Sentiment Analysis with the Natural Language API | GSP038 | ||
Awwvision: Cloud Vision API from a Kubernetes Cluster | GSP066 | ||
Integrate with Machine Learning APIs: Challenge Lab | GSP329 | ||
6. Skill Badge: Explore Machine Learning Models with Explainable AI | |||
AI Platform: Qwik Start | GSP076 | ||
Using the What-If Tool with Image Recognition Models | GSP710 | ||
Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool | GSP709 | ||
Compare Cloud AI Platform Models using the What-If Tool to Identify Potential Bias | GSP684 | ||
Explore Machine Learning Models with Explainable AI: Challenge Lab | GSP324 | ||