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

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 - 😉