Published inAWS Tip·PinnedI have built an object detector on the cloud using Terraform and YOLOv8Here’s the story of how I, one day, decided to build some fancy Internet service. I thought, Machine Learning is kind of a trend, isn’t it? Let’s see what I can do… There are many Machine Learning based Internet services out there like sonix.ai and obviously, ChatGPT, and others like…Object Detection16 min readObject Detection16 min read
Published inCoinsBench·PinnedHow to publish a smart contract on an Ethereum testnetSmart contracts! They are supposedly the new web apps. Okay, let’s make one. Basically, a smart contract is a web app that isn’t hosted on a server controlled by a certain company like DigitalOcean or Google Cloud. Instead, this web app is hosted on all Ethereum nodes at once, whereas…Smart Contracts6 min readSmart Contracts6 min read
Aug 15Imitating players in the game of Othello (using neural networks)I’ve written some Python code to imitate human players in the game of Othello. The human players come from the platform eOthello.com and we basically train a neural network to predict the outcome of a game conducted by some human players on that platform. Let’s dive in! The whole project…Machine Learning6 min readMachine Learning6 min read
Jul 28Solving the Zebra Puzzle using Python and a SAT solverYou probably have heard of the Zebra Puzzle. Usually, people solve it using some sort of Excel table. In this article, we solve the puzzle using Python and an online SAT solver. Here’s the puzzle: The puzzle consists of five different-colored houses in a row, each lived in by a…Puzzle12 min readPuzzle12 min read
Jun 8What is a computational graph in TensorFlow?For all uninitiated: TensorFlow is the trending tool in the machine learning community right now. It’s not machine learning itself; it’s a tool that enables you and me to actually write and deploy machine learning applications. It’s amazing; so let’s look into it. At the heart of TensorFlow is the …TensorFlow6 min readTensorFlow6 min read
May 20I made a news aggregator using the OpenAI API!You know ChatGPT, right? Well, actually, you can build apps on top of ChatGPT. Not exactly ChatGPT, but on top of the same engine that powers ChatGPT, the OpenAI API. Wait, can we summarize news using this technique? Yes, we can! Do you know the German news website: https://www.tagesschau.de/? It’s…ChatGPT12 min readChatGPT12 min read
Mar 263 ways to color your console output in PythonMethod 1: Using the colored package Here’s how to add color to your console text: import colored color = colored.fg('light_green_3') colored_text = colored.stylize("I AM GREAT", color) print(colored_text) The installcommand is similar to the import command: pip install colored Will yield:Python8 min readPython8 min read
Jan 8Creating a wind rose using plotly in PythonAssuming you have some data about wind at one geographic location during a time period. For each combination of wind direction and wind speed, we have an amount of hours of wind with this direction and speed. You can create a wind rose using the Python package plotly as follows…Python4 min readPython4 min read
