Roles of an AI team
Author(s): Raman Jha Careers Some AI products may require a large group of AI teams, sometimes more than 100 to build a product. In this article, I would share the different roles and responsibilities of a large AI team. It can help …
Short Introduction to Generative Adversarial Networks (GANs)
Author(s): Mugunthan Machine Learning General Adversarial Network (GAN) is a generative modeling approach using deep learning neural networks such as CNN. There are two types of modeling techniques, i) Discriminative modeling and ii) generative modeling. Discriminative models are the typical ones that are …
Behind OpenAI Codex: 5 Fascinating Challenges About Building Codex You Didn’t Know About
Author(s): Jesus Rodriguez Some ML engineering and modeling challenges encountering during the construction of Codex. Continue reading on Towards AI » Published via Towards AI …
The Role of Product Manager in Product Planning
Author(s): Saniya Parveez Introduction Product planning and strategy formulation are important perspectives of any product manager to depict his/her long-range vision for the products. Moreover, it is important to think and plan about the meeting of customers' needs in more creative and …
Bias vs Fairness vs Explainability in AI
Author(s): Ed Shee Machine Learning Photo by Lukas on Unsplash Over the last few years, there has been a distinct focus on building machine learning systems that are, in some way, responsible and ethical. The terms “Bias”, “Fairness” and “Explainability” come up all …
Famous Modern Math Problems: Cantor Continuum Hypothesis
Author(s): Jesus Rodriguez One of the most enigmatic problems of modern mathematics. Continue reading on Towards AI » Published via Towards AI …
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 …
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