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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 …
Calculating Nutrition Facts with Computer Vision — Foodify.ai
Author(s): Durgesh Samariya Originally published on Towards AI. Computer Vision A Computer Vision-based Indian Food Detection and Nutrition Calculation App Photo by rajat sarki on Unsplash The second most populous country in the world, India has enjoyed steady economic growth and has …
My Workflow To Profile Python Code Using VS Code
Author(s): ___ Originally published on Towards AI. Overview This member-only story is on us. Upgrade to access all of Medium. This article describes how I use VS Code to profile Python code to identify CPU or memory problems. To make things more …
Introduction to Self Driving Cars
Author(s): Mugunthan Originally published on Towards AI. Self-driving Cars Photo by Bram Van Oost on Unsplash Self Driving Cars also called autonomous cars, are capable of driving with little or no input from the driver. It is one of the long dreams …
A new paradigm in MLOps — Building Regulatory Compliant System
Author(s): Supriya Ghosh Originally published on Towards AI. DevOps Source — Pic from Unsplash All Data Scientists, ML Engineers, Developers, etc. are pretty familiar with MLOps and its Framework. The online platform has a plethora of articles and tutorials on this framework …
DevOps: What is Chef in Deployment?
Author(s): Amit Chauhan Originally published on Towards AI. Pull Based This member-only story is on us. Upgrade to access all of Medium. Configuration management tool in DevOps operation In this article, we will study configuration management tools (CMT) in the DevOps deployment …
AI in Medicine
Author(s): Dhruv Gangwani Originally published on Towards AI. Artificial Intelligence Automating medical tests using Artificial Intelligence Photo by Irwan iwe on Unsplash Artificial Intelligence, in recent years, has automated several processes in almost every domain all over the globe. Specifically, AI has …
Using Python to Process PDF Work
Author(s): Yeung WONG Originally published on Towards AI. Without Adobe PDF software, you can also edit the PDF such as adding text, splitting pages, and extracting information. This member-only story is on us. Upgrade to access all of Medium. Photo by cyda …
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