Artificial Intelligence

Top 37 Python Machine Learning Library Cheat Sheets

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This article is a collection of useful machine learning cheat sheets focusing on the Python libraries such as Theano, Keras, TensorFlow, PyTorch, NetworkX, and other ML-related Python libraries. You may want to check out these great resources that cover many of these topics at once: https://becominghuman.ai/cheat-sheets-for-ai-neural-networks-machine-learning-deep-learning-big-data-science-pdf-f22dc900d2d7 https://gto76.github.io/python-cheatsheet/ https://www.pythonsheets.com/ Theano Cheat Sheets Theano is a Library … Read more

Python Linear Regression with sklearn – A Helpful Illustrated Guide

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Machine Learning Linear Regression Python

? This tutorial will show you the most simple and straightforward way to implement linear regression in Python—by using scikit-learn’s linear regression functionality. I have written this tutorial as part of my book Python One-Liners where I present how expert coders accomplish a lot in a little bit of code. Feel free to bookmark and download … Read more

Akkio – How to Add Machine Learning to Your Python Project in 30 Lines

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AI is hard! Transforming tensors, cleaning data, building complicated networks- these are all specialized skills that can take months or even years to learn. But the times are a-changin’. Businesses understand that adopting state-of-the-art AI is no longer a choice.  Of course, those burdened with actually implementing that AI are the software devs. High-level talk … Read more

Striving for Collective Intelligence

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The idea I’m going to tell you is well-researched but little-known. And it’s meta. Thinking about it has become my main passion, life mission, and purpose. It’s how I see the world. In short: what drives me is increasing collective intelligence. Collective Intelligence is Everywhere You are not one individual but many individual cells that are … Read more

Coding Your Own Google Home and Launch Spotify in Python

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Doesn’t this project sound exciting? Project Goal Project goal: code your own Google Home with Python and learn how to use speech recognition to launch Spotify and play songs! Ever wanted to code a powerful yet simple tool that is more bespoke than mainstream devices? We will learn how to implement it in Python with … Read more

What are the Applications of Graphs in Computer Science?

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[Reading time: 9 minutes] Graphs are everywhere. They are used in social networks, the world wide web, biological networks, semantic web, product recommendation engines, mapping services, blockchains, and Bitcoin flow analyses. Furthermore, they’re used to define the flow of computation of software programs, to represent communication networks in distributed systems, and to represent data relationships … Read more

Best 15+ Machine Learning Cheat Sheets to Pin to Your Toilet Wall

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Toilet Wall Cheat Sheet

This article compiles for you the 15 best cheat sheets in the web that help you get started with machine learning. If you’re short on time, here are the 15 direct PDF links (open in a new tab): Each cheat sheet link points directly to the PDF file. So don’t lose any more time, and … Read more

A Bird’s-Eye Perspective on Artificial Intelligence–Written by an AI

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This article is contributed by our friendly AI from InferKit that uses a deep neural network to generate text automatically. I (human) guided the AI by proposing different subheadings that may be of interest to the reader. Surprisingly, there are many unique perspectives in the article—and some totally wrong “facts”. So, enjoy this fascinating demonstration … Read more