30DaysofGoogleCloud

Program Timeline: 27th September to 27th October 2021

Follow the below steps to track your progress!!

📍 Step 1: Fork and star this repository. (You can see the fork option in the top-right corner.)

📍 Step 2: You will be redirected to your own copy of this repo.

📍 Step 3: You can edit the file in your own copy as per your progress.

-> Change [ ] to [x] to check the checkboxes and track your progress throughout the program timeline.

* Track 1: Cloud Engineering Track

• [ ] Getting Started: Create and Manage Cloud Resources: link
  • [ ] A Tour of Qwiklabs and Google Cloud
  • [ ] Creating a Virtual Machine
  • [ ] Getting Started with Cloud Shell and gcloud
  • [ ] Kubernetes Engine: Qwik Start
  • [ ] Set Up Network and HTTP Load Balancers
  • [ ] Create and Manage Cloud Resources: Challenge Lab
• [ ] Perform Foundational Infrastructure Tasks in Google Cloud: link
  • [ ] Cloud Storage Qwik Start - Cloud Console
  • [ ] Cloud IAM: Qwik Start
  • [ ] Cloud Monitoring: Qwik Start
  • [ ] Cloud Functions: Qwik Start - Console
  • [ ] Google Cloud Pub/Sub: Qwik Start - Console
  • [ ] Perform Foundational Infrastructure Tasks in Google Cloud: Challenge Lab
• [ ] Setup and Configure a cloud environment in Google Cloud: link
  • [ ] Cloud IAM: Qwik Start
  • [ ] Introduction to SQL for BigQuery and Cloud SQL
  • [ ] Multiple VPC Networks
  • [ ] Cloud Monitoring: Qwik Start
  • [ ] Managing Deployments Using Kubernetes Engine
  • [ ] Set Up and Configure a cloud environment in Google Cloud: Challenge Lab
• [ ] Deploy and Manage Cloud environments with Google Cloud: link
  • [ ] Orchestrating the Cloud with Kubernetes
  • [ ] Continuous Delivery Pipelines with Spinnaker and Kubernetes Engine
  • [ ] Multiple VPC Networks
  • [ ] Troubleshooting Workloads on GKE for Site Reliability Engineers
  • [ ] Deploy and Manage Cloud Environments with Google Cloud: Challenge Lab
• [ ] Build and Secure Networks in Google Cloud: link
  • [ ] User Authentication: Identity-Aware Proxy
  • [ ] Multiple VPC Networks
  • [ ] VPC Networks - Controlling Access
  • [ ] HTTP Load Balancer with Cloud Armor
  • [ ] Create an Internal Load Balancer
  • [ ] Build and Secure Networks in Google Cloud: Challenge Lab
• [ ] Deploy to Kubernetes in Google Cloud: link
  • [ ] Introduction to Docker
  • [ ] Kubernetes Engine: Qwik Start
  • [ ] Orchestrating the Cloud with Kubernetes
  • [ ] Managing Deployments Using Kubernetes Engine
  • [ ] Continuous Delivery with Jenkins in Kubernetes Engine
  • [ ] Deploy to Kuberenetes in Google Cloud: Challenge Lab

* Track 2: Data Science and Machine Learning Track

• [ ] Getting Started: Create and Manage Cloud Resources: link
  • [ ] A Tour of Qwiklabs and Google Cloud
  • [ ] Creating a Virtual Machine
  • [ ] Getting Started with Cloud Shell and gcloud
  • [ ] Kubernetes Engine: Qwik Start
  • [ ] Set Up Network and HTTP Load Balancers
  • [ ] Create and Manage Cloud Resources: Challenge Lab
• [ ] Perform Foundational Data, ML and AI Tasks in Google Cloud: link
  • [ ] AI Platform: Qwik Start
  • [ ] Dataprep: Qwik Start
  • [ ] Dataflow: Qwik Start - Templates
  • [ ] Dataproc: Qwik Start - Console
  • [ ] Cloud Natural Language API: Qwik Start
  • [ ] Google Cloud Speech API: Qwik Start
  • [ ] Video Intelligence: Qwik Start
  • [ ] Perform Foundational Data, ML and AI Tasks in Google Cloud: Challenge Lab
• [ ] Insights from Data with BigQuery: link
  • [ ] Introduction to SQL for BigQuery and Cloud SQL
  • [ ] BigQuery: Qwik Start - Console
  • [ ] Exploring Your Ecommerce Dataset with SQL in Google BigQuery
  • [ ] Troubleshooting Common SQL Errors with BigQuery
  • [ ] Explore and Create Reports with Data Studio
  • [ ] Insights from Data with BigQuery: Challenge Lab
• [ ] Engineer data in Google Cloud: link
  • [ ] Creating a Data Transformation Pipeline with Cloud Dataprep
  • [ ] Building an IoT Analytics Pipeline on Google Cloud
  • [ ] ETL Processing on Google Cloud Using Dataflow and BigQuery
  • [ ] Predict Visitor Purchases with a Classification Model in BQML
  • [ ] Predict Housing Prices with Tensorflow and AI Platform
  • [ ] Cloud Composer: Copying BigQuery Tables Across Different Locations
  • [ ] Engineer Data in Google Cloud: Challenge Lab
• [ ] Integrate with Machine Learning APIs: link
  • [ ] Introduction to APIs in Google
  • [ ] Extract, Analyze, and Translate Text from Images with the Cloud ML APIs
  • [ ] Classify Text into Categories with the Natural Language API
  • [ ] Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
  • [ ] Entity and Sentiment Analysis with the Natural Language API
  • [ ] Awwvision: Cloud Vision API from a Kubernetes Cluster
  • [ ] Integrate with Machine Learning APIs: Challenge Lab
• [ ] Explore Machine Learning Models with Explainable AI: link
  • [ ] What is the What-If Tool?
  • [ ] Getting Started with the What-If Tool
  • [ ] AI Platform: Qwik Start
  • [ ] Using the What-If Tool with Image Recognition Models
  • [ ] Using the What-if Tool Performance & Fairness Features
  • [ ] Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool
  • [ ] Compare Cloud AI Platform Models using the What-If Tool to Identify Potential Bias
  • [ ] Explore Machine Learning Models with Explainable AI: Challenge Lab

Best Wishes folks !! #30DaysOfGoogleCloud