Secrets — Python module for strong random number and token generation
Author(s): Chetan Ambi Originally published on Towards AI. Generating cryptographically strong passwords and tokens This member-only story is on us. Upgrade to access all of Medium. Image by author Do you know Python has a built-in module called secrets that can be …
How to Detect Image Differences With Python
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. I. Downloading your Image This member-only story is on us. Upgrade to access all of Medium. Photo by Coffee Geek on Unsplash Go to this link to download the image. Download this free HD …
Neural Style Transfer using a simple python library
Author(s): Divy Shah Originally published on Towards AI. Computer Vision A guide to neural style transfer using the amazing neural-style-transfer python library with few lines of code. In this tutorial, we will learn how to use the neural-style-transfer library to compose images …
Introduction to Numpy in Python
Author(s): sonia jessica Originally published on Towards AI. Programming Introduction to Numpy in Python What is NumPy? NumPy stands for numeric python, a Python module that allows you to compute and manipulate multi-dimensional and single-dimensional array items. It comes with a high-performance …
Bias-variance Decomposition 101: Step-by-Step Computation.
Author(s): Diletta Goglia Originally published on Towards AI. Photo by Bekky Bekks on Unsplash Have you ever heard of the “bias-variance dilemma” in ML? I’m sure your answer is yes if you are here reading this article 🙂 and there is something …
Feature Selection and Removing in Machine Learning
Author(s): Amit Chauhan Originally published on Towards AI. Improving model and its accuracy for high dimension data This member-only story is on us. Upgrade to access all of Medium. Photo by Franki Chamaki on Unsplash As we know the importance of features …
Recommended Articles
Author(s): Amit Chauhan Originally published on Towards AI. Exploratory data analysis with visualization libraries This member-only story is on us. Upgrade to access all of Medium. Photo by Firmbee.com on Unsplash Data visualization is a very important aspect of exploratory data analysis. …
5 Ways to Swap Two Variables in Python
Author(s): Towards AI Team This tutorial will see how we can swap two variables in the Python Programming language in five different ways. Continue reading on Towards AI » Published via Towards AI …
Diving Into the Poisson Distribution and Poisson Process
Author(s): Saniya Parveez, Roberto Iriondo Source: Unsplash What role does the Poisson distribution and Poisson process take in probability and statistics, and how is it used in real-life scenarios? Join us ↓ | Towards AI Members Towards AI is a community that …
Sentiment Analysis (Opinion Mining) with Python — NLP Tutorial
Source: Derivative from original by Engin Akyurt on Pixabay An in-depth NLP tutorial diving into sentiment analysis (opinion mining) with Python Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as well on Google Colab. Table of Contents …
Principal Component Analysis (PCA) with Python Examples — Tutorial
Source: Derivative from original by Radek Grzybowski on Unsplash An in-depth tutorial on principal component analysis (PCA) with mathematics and Python coding examples Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as well on Google Colab. …
Basic Linear Algebra for Deep Learning and Machine Learning Python Tutorial
Figure 1: A three-dimensional Euclidean space used to represent solutions of linear equations [1] [2]. Image is a vector derivative from “High-dimensional Simplexes for Supermetric Search” by Richard Connor, Lucia Vadicamo, and Fausto Rabitti [3]. An introductory tutorial to linear algebra for machine …
Bernoulli Distribution — Probability Tutorial with Python
Author(s): Pratik Shukla, Roberto Iriondo Source: Unsplash Probability, Statistics Bernoulli distribution tutorial — diving into the discrete probability distribution of a random variable with examples in Python In this series of tutorials, we will dive into probability distributions in detail. We will not just showcase …
Python Basics — 3: If Statements, User Input, While Loop
Author(s): Durgesh Samariya Originally published on Towards AI. Day 3 of 100 Days of Machine Learning Photo by Pakata Goh on UnsplashIf StatementConditional TestsIf-Elif-Else StatementUser InputWhile LoopBreak and Continue in the loop If statements are used to check conditions. Let’s have a …
Data Visualization using Pandas, NumPy, and Matplotlib Python Libraries
Author(s): Likhitha kakanuru Originally published on Towards AI. Data Visualization To analyze which students secured the highest percentage in subjects like mathematics, physics, and chemistry we require a bar graph to display it. There are many ways to explore datasets. But in …
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