What Is a Data Warehouse
Author(s): Giorgos Myrianthous Originally published on Towards AI. Understanding the concept of data warehouses and how they differ from data lakes and databases This member-only story is on us. Upgrade to access all of Medium. Photo by S Migaj on Unsplash Data …
Analyzing Satellite Images for Disasters
Author(s): Ashhadul Islam Originally published on Towards AI. 1. Download the data This member-only story is on us. Upgrade to access all of Medium. From pre-processing large image datasets to hosting deep neural networks Gif showing the final functionality. Detail Video here …
Summary
Author(s): Rohan Wadhawan Originally published on Towards AI. Byte-size Information to Chew on Synopsis: Multi-Attributed and Structured Text-to-Face Synthesis Title: Multi-Attributed and Structured Text-to-Face Synthesis (2020) Authors: Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty Publication Link: https://ieeexplore.ieee.org/abstract/document/9557583 Pre-Print Link: https://arxiv.org/abs/2108.11100 Keywords: …
Quantum Computing & AI
Author(s): Surya Maddula Originally published on Towards AI. Quantum Computing Images used in my articles are Properties of the Respective Organizations and are used here solely for Reference, Illustrative and Educational Purposes Only. (Images Source: Google [Aside from some images, in whose …
How to Use Natural Language Processing to Enhance Your Product
Author(s): Rijul Singh Malik Originally published on Towards AI. Natural Language Processing Want to use Natural language processing in your product? Read below Photo by Nicolas Lafargue on Unsplash Natural language processing is a branch of artificial intelligence that focuses on understanding …
Create Realistic 3D Renderings with AI!
Author(s): Louis Bouchard Originally published on Towards AI. From a few images to a 3D model using AI! This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! …
The Elements Of Data-Centric AI
Author(s): Nilesh Raghuvanshi Originally published on Towards AI. Data Science Pursuit of data excellence In my last post, I provided an overview of Data-Centric AI. In this post, we will discuss individual elements of Data-Centric AI. Data-Centric AI is a systematic and …
Recommended Articles
Author(s): Amit Chauhan Originally published on Towards AI. Jupyter Notebook is an open-source web application This member-only story is on us. Upgrade to access all of Medium. Image Source Introduction to Jupyter Notebook Have you ever come across writing a code and …
Feature Transformation
Author(s): Parth Gohil Originally published on Towards AI. When and which feature transformation to use according to data. The life cycle of the Machine Learning model can be broken down into the following steps. Data Collection Data Preprocessing Feature Engineering Feature Selection …
Hyperautomation — New Age Automation with AI
Author(s): Amit Gupta Originally published on Towards AI. Artificial Intelligence Improving product engineering processes for faster delivery Image from Piqsels Active minds look to obviate monotony. This is the seed of the greatest ideas that have ever transpired. Ideas that lead to …
Knowledge Distillation, a Methodology for Compressing Neural Networks
Author(s): Behzad Benam Originally published on Towards AI. Teacher-student architecture to create a smaller model for embedded systems This member-only story is on us. Upgrade to access all of Medium. Photo by Sharon McCutcheon on Unsplash Large neural networks are complex and …
No wonder Digital Twin is changing the world. Let’s understand what lies beneath?
Author(s): Supriya Ghosh Originally published on Towards AI. IoT No wonder Digital Twin is changing the world. Let’s understand what lies beneath? What is a Digital Twin? A Digital Twin is a virtual replica of an object, a product or a system, …
What Are Baseline Models and Benchmarking For Machine Learning, Why We Need Them? Part 1 Classification
Author(s): Hasan Basri Akçay Originally published on Towards AI. Top highlight Machine Learning Random, Machine Learning, Automated ML Baseline Models and Benchmarking For ML… High Jump Olympics — Source Here We can train a machine learning model with any prepared data but …
Clustering using Social Graph Network
Author(s): Naveed Ahmed Janvekar Originally published on Towards AI. Data Science A Social Graph Network can be formed when there are a set of connections between entities (nodes — such as people or organizations) and interactions (edges — such as friendship, contracts) …
Let’s Learn: Neural Nets #2 — Nodes
Author(s): Bradley Stephen Shaw Originally published on Towards AI. A beginner’s guide to nodes and neurons in neural nets. Photo by Thomas Couillard on Unsplash Following the Feyman approach to learning about neural networks, I’ve identified that I know a little bit …
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