Category: Data Science

3 Steps to Build & Deploy Data Science API using FastAPI, Docker, Pipenv, AWS

This post is about bringing several individual blog posts together and showing you an orderly fashion to follow to build your app with FastAPI, Use docker for the environment, and Deploy using AWS.

How to build Data Science API using FastAPI

This tutorial will teach you how to build a Data Science API using FastAPI. Everything is not covered in this tutorial, but we are going to build a functional API and at the end of this tutorial

How to use Docker for Data Science Project

How to install docker and quickly get started building data science app inside a docker environment. I provide you with a template APP that you can use to to begin. Just edit the template APP I give you.

Deploy Data Science APP to AWS ElasticBeanStalk using Docker

Deploy your data science APP to AWS using AWS ElasticBeanStalk. This tutorial assumes you are using docker for your environment. If you are not using docker for your environment, you can still follow this tutorial.

How to Install Docker in windows home and windows pro

Before installing docker, you need to find out the type of windows system you have. The process for installing docker on windows 10 pro is different than the process for installing docker on windows 10 home.

How to Install WSL 2 on Windows Home and Windows pro

This tutorial will be focused on teaching you how to install WSL2 on windows 10 home and windows 10 pro. How you install WSL2 on windows 10 HOME is different than how you install it on windows 10 PRO

Github Useful Notes and Commands
Follow this URL to setup SSH on windows powershell for github. delete branch locally delete branch remotely Create new git branch This is shorthand for: Make an empty commit for pushing to production. Scenario How to get it done. How to resolve a merge conflict where master branch has changed resulting in your own code being out of sync with master From the command line After setting up SSH, how to add email and username to terminal git config --global user.email "email@example.com" git config --global user.email (To confirm setting) git config --global user.name "Mona Lisa" git config --global user.name (To […]
How to setup SSH on Windows Powershell for github
(Steps 2 to 5 might need to be done as admin) After setting up SSH for github, you need to add your email address and username to the terminal so that you can push git changes back to remote as yourself. Follow these instructions to add email and username to terminal for github.
Programming Concepts : Object Oriented Programming (OOP) in Python
Where I talk about different programming concepts in python.
Programming Concepts
Where I write down different fundamental concepts of computer programming. Object-Oriented Programming and other concepts.
Machine Learning Concepts
My understanding and explanation of Neural network, deep learning, model parameter, hyper parameter, loss function, bias-variance trade-off, neurons, nodes, weights, and more.
Evolution of the Data Lake
Topics: Journey of data storage. [Paper Tape, Punch Cards, Magnetic Tape, Disk Storage]. Data Integrity. Data WareHouse. Data Warehouse Infrastructure. Limitations of Data Warehouse.
[SOLVED]: Invalid template path ec2_instance.yml in CircleCI
If you are working in CircleCi trying to deploy AWS stack and you get an error message that says "Invalid template path". Here is the solution: Move your template file from inside .circleci folder to the same folder level as .circleci
Terraform not creating AWS Oracle DB due to Password Error
"Problem" - Error: Error creating DB Instance: InvalidParameterValue: The parameter MasterUserPassword is not a valid password. "Solution" is to change the special field to false. Just removing the special field input doesn't work because the default value for the special field is true.
VSCode not starting in Ubuntu
Problem: Suddenly VSCode won’t open in Ubuntu WSL when you type "code ." Solution: Not sure what solved the problem, but things I tried before it started working again.
Detailed Comparison Between Kajabi VS WordPress (Updated 2022).
This comparison between kajabi and wordpress will cover SEO, Video Blogging, Social sharing, Editing blog, promoting digital business, website speed, plugins or no plugins, website security, and more factors.