Cloud Computing
- Amazon Web Services (How to create a Free Account and start rolling)
- Amazon Web Services (Deep Dive)
- Microsoft Azure (How to create a Free Account and start rolling)
- Microsoft Azure (Deep Dive)
- Google Cloud Platform (How to create a Free Account and start rolling)
- Google Cloud Platform (Deep Dive)
- Design a secure Azure Networking
- Design a secure GCP Networking
- Design a secure AWS Networking - Published at https://prateekdubey.com/blog/aws-networking/
- Azure Key Vault
Machine Learning and Platforms
- Kubeflow (Kubernetes based Machine Learning lifecycle orchestration)
- MLFlow (ML lifecycle orchestration)
Containers and Kubernetes
- EKS deployment via Terraform
- EKS deployment via Rancher
- AKS deployment via Terraform
- GKE deployment via Terraform
- ECR, ACR, GCR (Private Docker registeries on the Cloud)
- Deploy Containers using ECS (Elastic Container Service)
- Learn all about Docker
- Helm (Package Manager for Kubernetes)
- Kubernetes and its basics (Nodes, Deployments, Pods, Replica Sets, Secrets, Services) - Published at https://prateekdubey.com/blog/kubernetes-basics/
Observability
- Grafana on Kubernetes
- Prometheus on Kubernetes
DevOps and CI/CD
- Terraform (How to Setup Terraform for your Cloud Accounts) - Published at https://prateekdubey.com/blog/terraform/
- Terraform Environment Variables
- Gitlab CI, Travis CI and Jenkins as CI tool
- Jenkins and Spinnaker as CD tool
- Git (Gitlab, GitHub)
Databricks
- Databricks x Airflow Integration - Published at https://prateekdubey.com/blog/databricks-airflow/
- Databricks on AWS - Published at https://prateekdubey.com/blog/databricks-aws/
- Databricks on Azure - Published at https://prateekdubey.com/blog/databricks-azure/
- Free Community Edition Databricks Account - Published at https://prateekdubey.com/blog/databricks-free-account/
Data Engineering and Analytics
- Deltalake
- Apache Hudi
- Spark on Kubernetes
- Jupyterhub on Kubernetes
- Airflow on Kubernetes
- Hive Metastore on Kubernetes
- Big Data Ecosystem (Hadoop, and Spark on Kubernetes)
- Apache Kafka (Deep Dive)
- Apache Flink (Deep Dive)
- Data Analysis using Excel
- Data Analysis using Python (Pandas. Numpy etc)
- Data Analysis using R
- Data Analysis using SAS
- Big Data Analysis using PySpark, Spark SQL, Pig Latin, Hive, Presto, Impala, Beeline
- Apache Sqoop (Deep Dive)
- Jupyter vs Zeppelin Notebooks
- HUE on Kubernetes
Data Governance
- Apache Ranger (Deep Dive)
- Apache Atlas (Deep Dive)
Emoticons
Emoji List - https://smiley.cool/emoji-list.php
- Happy - 😀, 😁, 😃, 😄, 😆
- LOL - 😂, 🤣
- Link - 👉
- Sleepy - 😴
- Rocket - 🚀
- Idea - 💡
- Joyous - 😊
- Strength - 💪
- Victory -
- Rockstar - 😎
- Angry - 😡
- Thinking - 🤔
- Wink - 😉