📍 Step 1: Fork this repository. (You can see the fork option in the top-right corner.)
📍 Step 2: A separate copy of this repository would be opened in your own GitHub Account.
📍 Step 3: As soon as you complete any labs, you can track your progress here by editing the README.md file.
-> Change [ ] to [x] to check the checkboxes and track your progress throughout the program timeline.
- 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
- 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