Dylan Castillo

Table of Contents * Prerequisites * Tech Stack * (Optional) Step 1: Secure Your Server * Enable Automatic Updates * Create a Non-root User * Other Security Measures * Step 2: Install Software Tools * Step 3: Set Up Your FastAPI app * Step 4: Configure Gunicorn * Set Up Gunicorn * Configure Supervisor * Step 5: Configure NGINX * (Optional) Step 6:

This is a personal reflection on my time at Entrepreneur First. I'll explain what it is and how it works, as well as what I liked and didn't like about it.

PyScript is a framework that lets users create Python apps in the browser. This tutorial will teach you the basics to get you started with it.

This tutorial covers the basics of using OpenSearch in Python. You'll learn how to set up a local development cluster, create an index, and store and search your data.

This tutorial will show you how to quickly build a text classification model using Python and Scikit-learn.

This tutorial will teach you the basics of using Elasticsearch in Python. You'll learn how to set up an Elasticsearch cluster in your machine, to create an index, add data to that index, and search your data.

Table of Contents * The Plan * What's Next? Entrepreneurship, contrary to popular belief, is a great risk management strategy. Thoughtful entrepreneurs take on similar risks as employees while getting a chance to win a much larger pot. Also, it's more fun! If you've ever read a book about how to start

An annual review of 2021. I took a look at what went well in 2021 and what I should change for 2022.

Github deploy keys make it easy to deploy your app's code to a server. In this article, you'll learn how to create, configure, and use them.

In this tutorial, you'll learn how to make some of the most popular types of charts with four data visualization libraries: pandas, matplotlib, seaborn, and plotly.express.

Learn how to cluster documents using Word2Vec. In this tutorial, you'll train a Word2Vec model, generate word embeddings, and use K-means to create groups of news articles.

The first step in a Machine Learning project is cleaning the data. In this article, you'll find 20 code snippets to clean and tokenize text data using Python.

Bots are becoming increasingly common on Twitter. Learn what options you have to make one. Use Python and an AWS Lambda Function to develop your own Twitter bot for free.

Stop using the Titanic and MNIST datasets. Learn a simple approach to come up with interesting side projects.

Making high-quality data visualizations is a critical skill for Data Scientists. Learn how to get better at it using Plotly's python library.

We will set up a Python script that reads data from Google Sheets, generates a static site using a predefined template, and deploys it to an S3 bucket.

Speedup your Python code by learning how to make concurrent requests to an API using asyncio and aiohttp.

How do Netflix, Amazon, and Google recommend content to users? Understand the What, Why, and How of Recommenders through stories and examples.