Machine Learning

How to Build a Machine Learning Model Pipeline in Python — Supervised vs. Unsupervised vs. Reinforcement Learning The easiest way to distinguish a supervised learning and unsupervised learning is to see whether the data is labelled or not. Supervised learning learns a function to make prediction of a defined label based on the input data. It can be either classifying data into a category (classification problem) or…

Benchmarking the new and impressive Python 3.11 — Python is one of the most used scripting languages in data science (DS) and machine learning (ML). According to ‘PopularitY of Programming Languages’ Python is the most searched language on Google. Next to being a great glue language to connect various DS/ML solutions together, it has many libraries to virtually…

Build, Plot & Explain Artificial Neural Networks with TensorFlow — Summary In this article, I will show how to build Neural Networks with Python and how to explain Deep Learning to the Business using visualization and creating an explainer for model predictions.

A detailed ‘cheat sheet’ and some keywords for improving image output by using better prompts — One liner on midjourney ? For those of you who haven’t heard about midjourney yet, here is a one line introduction : Midjourney is a text-to-image generation app similar to OpenAI’s DALLE-2 and Stable Diffusion’s DreamStudio , which uses tons of images (around 650+ million) found on the internet — to generate stunning images based…

The 5 steps to master Python, SQL, statistics, and more. — There have never been so many free resources online to learn all the technical stuff you need for data science. Do you want to learn Python? There are thousands of tutorials on Youtube. Do you want to practice SQL? You can google SQL exercises with solutions Do you want to learn…

Yes, that’s a llama dunking a basketball. A summary of the process, limitations, and lessons learned while experimenting with the closed Beta version of DALL·E 2. — I’ve been dying to try DALL·E 2 ever since I first saw this artificially generated image of a “Shiba Inu Bento Box”. Wow — now that’s a disruptive technology. For those of you unfamiliar, DALL·E 2 is a system created by…

Do you think Python is slow? Here’s a fast way to loop in Python — Python is known for being a slow programming language. Although it’s a fact that Python is slower than other languages, there are some ways to speed up our Python code. How? Simple, optimize your code. If we write code that consumes little memory and storage, not only we’ll get the…