The Role of AI in Cybersecurity
Author(s): Zfort Group Originally published on Towards AI. Whatβs the first thing you think of when you hear βhackerβ? A solo user hunched over a computer and doing some loud typing to hack the network? Nothing of the sort! The present-day world …
From MAML to MAML++
Author(s): Edward Ma Originally published on Towards AI. Training Instability: Photo by Edward Ma on Unsplash Imagine that you only see dog a few times, human beings are able to recognize a new concept or idea and recognizing dog later on. Meta-Learning …
How to Perform Speech Synthesis in Python
Author(s): Tommaso De Ponti Originally published on Towards AI. Introduction to Text-To-Speech(TTS) in Python to perform useful tasks Photo by Michal Czyz on Unsplash Text to speech (TTS) is the use of software to create an audio output in the form of …
End to End Tree Based Algorithm I: Decision Tree
Author(s): Pushkar Pushp Originally published on Towards AI. Which path to choose !! Introduction This blog aims to introduce readers to the concept of decision trees, intuition, and mathematics behind the hood. In the course of the journey, we will learn how …
Data Visualization β An Underrated Art
Author(s): Saiteja Kura Originally published on Towards AI. 1. Data-Ink Ratio It is essential to choose the right one! (Source β Data Science Central) Raise your hands if you ever came across the terms data visualization and data visualization tools like Tableau …
Ensure Success of Every Machine Learning Project
Author(s): Mukul Malik Originally published on Towards AI. Computational level: -by geek-and-poke.com under CC-BY-3.0 Machine Learning projects can convince even an atheist that βthe devil is in the detailβ. Allegedly, a report from Gartner predicted that 85% of the Machine Learning projects …
9 ???? Object Detection Datasets
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Photo by Jimmy Chang on Unsplash Starter code Available using Monk Libraries In this article, I am going to share a few datasets for Object Detection. Starter code is provided in Github and …
Stop the Stopwords using Different Python Libraries
Author(s): Manmohan Singh Originally published on Towards AI. Source: Pixabay.com Alphabet letters are building blocks for words in the English language. These words group together to form a sentence by following grammatical rules. Because of grammatical reasons, some words occur more frequently …
21 Words About Knowledge, Every AI-Savvy Leader Must Know
Author(s): Yannique Hecht Originally published on Towards AI. Artificial Intelligence Think you can explain these? Put your knowledge to the test! [This is the 2nd part of a series. Make sure you read about Search Algorithms before continuing. Future topics include Uncertainty, …
Deep Learning in Enterprise for Team Members
Author(s): Ali S. Razavian Originally published on Towards AI. Deep Learning Photo by John Schnobrich on Unsplash In this article, Iβm trying to address some of the strategic mistakes that development teams do in industry and try to come up with a …
What? How? Why? β In the World of Data Science!
Author(s): Deepak Sekar Originally published on Towards AI. In this article, we will see the three things that matter the most in the Data Science Process What β What is the Business requirement? What are the data sources and features? What is …
Linear Regression from Scratch
Author(s): Nunzio Logallo Originally published on Towards AI. Photo by William Daigneault on Unsplash If you started to learn data science or machine learning, you have also heard about linear regression, but what is it and when should we use it? Linear …