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Areas Served: Why is this important
Author(s): Naresh Ram Originally published on Towards AI. Optimizing E-commerce: Solving the Bin Packing Problem How to use efficient algorithms to save yourself from a box-apostrophe Photo by Zetong Li on Unsplash The Bin Packing Problem (BPP) is a classic optimization problem …
Improved Financial Metrics by turning Predictive analytics into Prescriptive analytics
Author(s): Saif Ali Kheraj Originally published on Towards AI. Improved Financial Metrics by turning Predictive analytics into Prescriptive analytics Decisions about inventory management in retail, manufacturing, and supply chain settings are critical to the success of businesses. Improper management of inventories can …
Gradient Descent: In Layman Language
Author(s): Saikat Biswas Originally published on Towards AI. Introducing the most popular and most used optimization technique in 5 minutes Source: Unsplash Whenever we talk of Machine Learning, the word we hear a lot, need to know and reason about is the …
Machine Learning: Python Linear Regression Estimator Using Gradient Descent
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Implementation Using Python Estimator In this article, we describe how a simple python estimator can be built to perform linear regression using the gradient descent method. Let’s assume we have a one-dimensional …
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