The Beginners' Guide to map, zip, and filter Functions in Python
Author(s): Chetan Ambi Originally published on Towards AI. Syntax: Photo by Jude Infantini on Unsplash At first, the usage of map, zip, and filter functions seem intimidating for beginners in Python programming. The goal of this article is to provide you details …
What is Perspective Warping? | OpenCV and Python
Author(s): G SowmiyaNarayanan Originally published on Towards AI. A step-by-step guide to applying a perspective transformation on images Computer vision is all abuzz now. People everywhere are working on some form of deep-learning-based computer vision projects. But before the advent of Deep …
Pyspark Kafka Structured Streaming Data Pipeline
Author(s): Vivek Chaudhary Originally published on Towards AI. Programming The objective of this article is to build an understanding to create a data pipeline to process data using Apache Structured Streaming and Apache Kafka. Source: Kafka-Spark streaming Business Case Explanation: Let us …
Impostor Syndrome — A Developer’s Best Friend
Author(s): Catalin’s Tech Originally published on Towards AI. Programming, Software Engineering Photo by Joshua Sukoff on Unsplash Reading the title, you might say something is wrong with me. But I dare to repeat it. The impostor syndrome is a developer’s best friend …
Sentiments Analysis of Financial News as an Indicator for Amazon Stock Price
Author(s): Jay M. Patel Originally published on Towards AI. Natural Language Processing We will perform sentiments analysis using a News API for predicting Amazon (AMZN) stock price using Python Sentiments analysis of news has become one of the most robust ways of …
AlphaZero applied to an analog game.
Author(s): Mikhail Simin Originally published on Towards AI. Artificial Intelligence, Machine Learning The majority of turn-based games, that AlphaZero has been applied to, all share one common aspect — they are played on a board with discrete locations for pieces. This is …
Graphing The SIR Model With Python
Author(s): Joaquin de Castro Originally published on Towards AI. Data Visualization, Programming Graphing and solving simultaneous differential equations to model COVID-19 spread If one good thing has come out of the COVID-19 pandemic, it’s the vast amount of data we have acquired. …
Knowing Linear Regression better!!
Author(s): Charanraj Shetty Originally published on Towards AI. Statistics OLS and Gradient Descent Source Regression Introduction Regression is an Algorithm of the Supervised Learning model. When the output or the dependent feature is continuous and labeled then, we apply the Regression Algorithm. …
Turing, Winograd, or Whither
Author(s): Danielle Boccelli Originally published on Towards AI. Photo by Possessed Photography on Unsplash Artificial Intelligence, Machine Intelligence, Opinion What do we question when we ask if machines can think? An interesting concept from literary theory states that if a reader wants …
Video to Text Description Using Deep Learning and Transformers | COOT
Author(s): Louis Bouchard Originally published on Towards AI. This new model published in the NeurIPS2020 conference uses transformers to generate accurate text descriptions for each sequence of a video, using both the video and a general description of it as inputs. As …
Is COVID-19 Partisan? A data viz driven story
Author(s): Alejandra Vlerick Originally published on Towards AI. Scottish National Party What does AI have to say about the pandemic? This political analysis is driven by Network Analysis, Natural Language Processing, and Topic Modelling. Photo by Branimir Balogović on Unsplash What information …