Looking back at the original vanilla GAN and its evolution over time
Author(s): Anjana Samindra Perera When it comes to machine learning there are 2 types of models which are known as Discriminative models and Generative models. Continue reading on Towards AI » Published via Towards AI …
Econometrics — How to Perform Price Optimization
Author(s): Ashutosh Malgaonkar Table of Contents: Continue reading on Towards AI » Published via Towards AI …
Python List Vs. Tuple: An In-Depth Comparison
Author(s): Chetan Ambi Introduction Continue reading on Towards AI » Published via Towards AI …
Public Transportation Fare Model is not transparent — Here’s some key insights for Fare calculation
Author(s): Supriya Ghosh Mathematics Public Transportation Fare Model is not transparent — Here are some key insights for Fare calculation Source : https://unsplash.com/photos/_vBjaSqDJrY Fixing fare for a public transportation system is very challenging and is always inclined towards social service or public welfare. Although there are …
Web Scraping Yelp, Part 3: performing an EDA on Yelp scraped data
Author(s): Michelangiolo Mazzeschi Using Natural Language Processing to extract relevant information from restaurant reviews. Full code available at my repo. Continue reading on Towards AI » Published via Towards AI …
Implement Your First Artificial Neuron From Scratch
Author(s): Satya Ganesh Understand, Implement, and visualize an Artificial Neuron from scratch using python. Photo by jesse orrico on Unsplash Introduction Warren McCulloch and Walter Pitts first proposed artificial neurons in the year 1943, and it is a highly simplified computational model which resembles …
Centroid Neural Network and Vector Quantization for Image Compression
Author(s): LA Tran Deep Learning Let’s upraise potentials that are not paid much attention Photo by Verne Ho on Unsplash Centroid neural network (CentNN) has been proved an efficient and stable clustering algorithm and has been applied successfully to various problems. CentNN in …
Are you a skilled Data Scientist?
Author(s): Prashant Mudgal The difference between a proficient and average data scientist is not what you think of! Continue reading on Towards AI » Published via Towards AI …
How to overcome your Bad Habits with Agile? — A data guy’s approach
Author(s): Bence Tóth Using Agile project management practices to shape personal habits Continue reading on Towards AI » Published via Towards AI …
Optimization Case Study: Solving the problem and deciding — Part 2
Author(s): Okoh Anita How to use Pulp python library as an optimization method to decide if dynamic pricing makes sense Continue reading on Towards AI » Published via Towards AI …
Optimization Case Study: Defining the problem — Part 1
Author(s): Okoh Anita Deciding how many smartphones to have for each brand and if dynamic pricing makes sense Continue reading on Towards AI » Published via Towards AI …
How to Create an E-Commerce Price Comparison App using Selenium and TkInter
Author(s): Vishnu Nair Web Scraping Photo by John Schnobrich on Unsplash Motivation From my years of being an avid e-commerce consumer, I have noticed certain inconveniences when buying a product of interest. One of these time-consuming hassles is finding the best value for …
Centroid Neural Network for Clustering with Numpy
Author(s): LA Tran Deep Learning Let’s elevate potentials that are not paid much attention Photo by Alex Padurariu on Unsplash Centroid neural network (CentNN) is an efficient and stable clustering algorithm that has been successfully applied to numerous problems. CentNN does not require …
Google’s Know Your Data Shows Us the Future of Data Exploration for ML Models
Author(s): Jesus Rodriguez The new tool provides advanced exploration capabilities to evaluate the quality of ML datasets. Continue reading on Towards AI » Published via Towards AI …
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How To Choose a Data Science Consulting Company? [Step-by-Step Guide]
Author(s): Edwin Lisowski How to choose a Data Science consulting company? [Step-by-step guide] Source: image by marvin mayer on Unsplash Data science is in great demand nowadays. Grand View Research suggests that the industry will see a compound annual growth rate (CAGR) …
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