Logistic Regression from Scratch with Only Python Code
Author(s): Pushkara Sharma Originally published on Towards AI. Machine Learning Applying Logistic regression to a multi-feature dataset using only Python. Step-by-step implementation coding samples in Python Logistic Regression from Scratch In this article, we will build a logistic regression model for classifying …
9 Ways Machine Learning Can Improve Supply Chain Management
Author(s): Maruti Techlabs Originally published on Towards AI. Technology, Future Artificial Intelligence and Machine Learning have recently become buzzwords across different verticals, but what do they actually mean for modern supply chain management? Efficiency and cost-effectiveness are the biggest challenges facing supply …
An Insider’s guide to Cartoonization using Machine Learning
Author(s): Daksh Trehan Originally published on Towards AI. Deep Learning, Computer Vision Implementing white-box models to “cartoonize” real high-quality images. Cartoonization is itself a classic art but, the evolution in the field of Machine Learning is covering almost every realm. Today, in …
1. Highly Correlated Variables
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Louis Hansel @shotsoflouis on Unsplash In the real world, data is not as clean as it’s often assumed to be. That’s where all the data mining and wrangling comes in; to build …
AI Disruption is Starting Already
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Standard Procedure AI disruption has already begun. Look at tools such as autoML or Lobe.They will soon eat out the demand for ML engineers at the lower end of the competence distribution. Not long …
Sentiment Analysis — ML project from Scratch to Production (Web Application)
Author(s): Shareef Shaik Originally published on Towards AI. Metrics used : A glimpse of the application we are going to build. When I started learning Data science, I always get lost in the amount of material it offers. After learning it for …
Assumptions of Linear Regression — What Fellow Data Scientists Should Know
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Marius Masalar on Unsplash Linear Regression is a linear approach to modeling the relationship between a target variable and one or more independent variables. This modeled relationship is then used for predictive …
YOLO V5 — Explained and Demystified
Author(s): Mihir Rajput Originally published on Towards AI. Computer Vision YOLO V5 — Model Architecture and Technical Details Explanation Source: https://pixabay.com/ From my previous article on YOLOv5, I received multiple messages and queries on how things are different in yolov5 and other …
Building Neural Networks with Python Code and Math in Detail — II
Author(s): Towards AI Editorial Team Originally published on Towards AI. Join us ↓ | Towards AI Members | The Data-driven Community Top highlight Source: Pixabay Last updated January 7, 2021 Author(s): Pratik Shukla, Roberto Iriondo Join Towards AI, by becoming a member, …
NLP News Cypher | 06.28.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Jeff Finley on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 06.28.20 The Final Frontier Geoff Hinton backpropagated himself and cancelled a bunch of meetings. He realized that his …
Top List of Quick Pandas Methods
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Saving you time with these useful tricks After 3 months of learning Pandas daily, these are the top algorithm you can use for a quick but significant edit without losing your patience. If you …
Clustering: What Is It and When To use it?
Author(s): Daksh Trehan Originally published on Towards AI. Machine Learning, Data Science A comprehensive guide to K-Means, K-Means++, and DBSCAN. Clustering is a Machine Learning technique whose aim is to group the data points having similar properties and/or features, while data points …
Gradient Descent v/s Normal Equation For Regression Problems
Author(s): Pushkara Sharma Originally published on Towards AI. Machine Learning Choosing the right algorithm to find the parameters that minimize the cost function Gradient Descent v/s Normal Equation In this article, we will see the actual difference between gradient descent and the …
Natural Language Processing Beginner’s Guide
Author(s): Davuluri Hemanth Chowdary Originally published on Towards AI. Natural Language Processing Copyright: Wave Accounting I published an article on Natural Language Processing. Before going through this article, I recommend you to go through the previous article. NLP Made Easy With These …
NLP News Cypher | 06.21.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Zach Castillo on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 06.21.20 Bravehearts When it comes to cyber hacks, NSA is the 3-letter agency to keep your eye on. …
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