Function to load training data
Author(s): Hudson Ko Originally published on Towards AI. Fail to load the images as training inputs due to memory error? This 5-minute article can save you 5 hours or even more. This member-only story is on us. Upgrade to access all of …
MoneyBalling Cricket: Predicting Centuries β Base Model
Author(s): Arslan Shahid Originally published on Towards AI. Data preparation & binary classification modeling of centuries in cricket Image from Pexel. Image by Mahafuzur Rehman Centuries are a celebrated event in cricket, usually resulting in match-winning innings by the batsman. As a …
The Universe of βData Scienceβ Roles
Author(s): Shahrokh Barati Originally published on Towards AI. Data Scientist vs. Data Analyst vs. Data Engineer vs. ML Engineer vs. MLOps Engineer vs. [insert your fancy role title here]β¦ This member-only story is on us. Upgrade to access all of Medium. Visual …
Learn with me: Linear Algebra for Data Science β Part 4: Singular Value Decomposition
Author(s): Matthew Macias Originally published on Towards AI. Welcome to the next part of the linear algebra series! We will be covering the Singular Value Decomposition and its immense role in Data Science. This article will be more technical than the previous, …
5 Roles for Data Scientists
Author(s): Rijul Singh Malik Originally published on Towards AI. A blog about the five roles a data scientist can play in an organization Photo by Towfiqu barbhuiya on Unsplash 1. Tell a story. Data is the new oil, we are told. But …
This AI newsletter is all you need #5
Author(s): Towards AI Editorial Team Originally published on Towards AI. Subscribe β U+007C This AI newsletter is all you need U+007C #1 Our AI highlight this week was the DALL E mini model (now renamed craiyon) which achieved viral momentum for itsβ¦ …
Top 5 Essential Machine Learning Libraries for Financial Engineering
Author(s): Anil Tilbe Originally published on Towards AI. Five machine learning libraries, with one being the most important library, to use for financial engineering use cases This member-only story is on us. Upgrade to access all of Medium. By vedanti from Pexels …
A Gentle Introduction to Representation Learning
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the core foundations of machine learning. This member-only story is on us. Upgrade to access all of Medium. Image Source: https://medium.com/syncedreview/uc-berkeley-uses-a-causal-perspective-to-formalise-the-desiderata-for-representation-learning-f2a7cf9c96a3 I recently started an AI-focused educational newsletter, that already has over …
UNet++ Clearly Explained β A Better Image Segmentation Architecture
Author(s): Leo Wang Originally published on Towards AI. Photo by Pietro Jeng on Unsplash Table of Contents β βοΈ U-Net Recap β βοΈ UNet++ Innovations β βοΈ Loss function β βοΈ PerformanceΒ· Citations In this article, we are going to introduce you …
Learn With Me: Linear Algebra for Data Science β Part 3: Eigenvectors
Author(s): Matthew Macias Originally published on Towards AI. I know what you are thinking, what on earth is an eigenvector? Is that even an actual word? Source: Photo by Ben White on Unsplash Yes, they are real. They are also extremely helpful …
Top 20 Data Engineering Tools and 5 Stand Out
Author(s): Anil Tilbe Originally published on Towards AI. Top 20 open source data engineering tools, along with 5, which stand out from the rest, to deploy across your data life cycles This member-only story is on us. Upgrade to access all of …
This AI newsletter is all you need #4
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI The International Conference on Machine Learning (ICML) 2022 conference is happening this week β you can stay tuned to a couple of articles on our side …
10 of the Most Important Recurrent Neural Networks For AI
Author(s): Anil Tilbe Originally published on Towards AI. Advantages of recurrent neural networks along with top 10 networks, top use cases, challenges, and best practices This member-only story is on us. Upgrade to access all of Medium. By Pixabay from Pexels Recurrent …
Automate Login With Python And Selenium
Author(s): Dennis Niggl Originally published on Towards AI. How to login to websites automatically This member-only story is on us. Upgrade to access all of Medium. Photo by Firmbee.com on Unsplash Automating the login process can be helpful in accessing the information …
AI Simplified: Data as a Service and 9 Essential Best Practices
Author(s): Anil Tilbe Originally published on Towards AI. The benefits of data as a service, in addition to use cases, best practices, and challenges This member-only story is on us. Upgrade to access all of Medium. By hobijist3d from Unsplash Data as …