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Support Vector Machine (SVM) Introduction — Machine Learning
Author(s): Towards AI Team An introduction to support vector machines (SVM) in machine learning, and their role in supervised ML with examples Continue reading on Towards AI » Published via Towards AI …
State-of-the-Art Data Labeling With a True AI-Powered Data Management Platform
Author(s): Roberto Iriondo This tutorial has been brought to you thanks to Superb AI, the AI-powered enterprise-grade training data platform. | Source: Derivative from original by NASA on Unsplash Diving into genuine state-of-the-art automation of the data labeling workflow on large unstructured datasets …
We Don’t Need To Worry About Overfitting Anymore
Author(s): Sean Benhur J Machine Learning We Don’t Need To Worry About Overfitting Anymore Photo by Mohamed Nohassi on Unsplash Motivated by prior work connecting the geometry of the loss landscape and generalization, we introduce a novel, effective procedure for instead simulta- neously …
Breast Cancer Prediction with Geometric Mean Classification with Probabilistic Optimization
Author(s): Ashutosh Malgaonkar This article will talk about predicting Breast Cancer Diagnosis based on the UCI Machine Learning Dataset which can be downloaded at this… Continue reading on Towards AI » Published via Towards AI …
How I Screwed up a HackerRank Test With a Line of Code
Author(s): Michelangiolo Mazzeschi Linear Regression: the Devil is in the Detail. Full code available at my repo. Continue reading on Towards AI » Published via Towards AI …
K-Nearest Neighbors (KNN) Algorithm Tutorial — Machine Learning Basics
Author(s): Sujan Shirol, Husna Sayedi, Roberto Iriondo The image is a screenshot of the COVIDCAST application, an open-source project by the Delphi Research Group at Carnegie Mellon University. Diving into K-nearest neighbor, a fundamental classical machine learning (ML) algorithm Join us ↓ …
My Machine Learning Internship Experience — Part 1
Author(s): Anglina Bhambra This time last year, I was a couple of months into my Machine Learning internship. Continue reading on Towards AI » Published via Towards AI …
How to Succeed at the TensorFlow Developer Certification exam (2021)
Author(s): Phani Rohith Resources to pass the TensorFlow Developer certification Continue reading on Towards AI » Published via Towards AI …
Fully Explained DBScan Clustering Algorithm with Python
Author(s): Amit Chauhan Unsupervised learning in machine learning on density-based clusters Continue reading on Towards AI » Published via Towards AI …
A Simple and Scalable Clustering Algorithm for Data Summarization
Author(s): Haris Angelidakis [Source: https://d1m75rqqgidzqn.cloudfront.net/wp-data/2020/01/17162345/clustering-algorithms-in-Machine-Learning.jpg] Machine Learning A Simple and Scalable Clustering Algorithm for Data Summarization The Gonzalez heuristic for k-Center Introduction In the era of big data, the need for designing efficient procedures that summarize millions of data points in a meaningful …
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