Hacker News

APRIL 24, 2024

Today, the United States Air Force announced that Anduril has been selected as one of two vendors to move forward on the Collaborative Combat Aircraft (CCA) program. Over the next phase, Anduril will design, manufacture, and test production-representative CCAs.

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KDnuggets

DECEMBER 14, 2021

From heuristic to algorithmic feature selection techniques for data science projects.

Data Science 379

Data Science Algorithm Machine Learning Machine Learning 379

KDnuggets

SEPTEMBER 1, 2022

Subset selection is one of the most frequently performed tasks while manipulating data. Pandas provides different ways to efficiently select subsets of data from your DataFrame.

Python 400

Python 400

Analytics Vidhya

MARCH 12, 2021

Best ways for Feature Selection The general principle in Data. The post 7 Popular Feature Selection Routines in Machine Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

Machine Learning 337

Machine Learning Machine Learning Data Science Analytics 337

insideBIGDATA

AUGUST 18, 2023

Paxinos, CTO of netTALK CONNECT, believes that not all language models are the same: How can you effectively select the right language model that aligns with your business needs and goals? In this contribute article, Garry M. What capabilities cannot go unnoticed when analyzing language models?

Big Data 370

Big Data Big Data Deep Learning Deep Learning 370

Analytics Vidhya

OCTOBER 10, 2020

The post Feature Selection Techniques in Machine Learning appeared first on Analytics Vidhya. Introduction When building a machine learning model in real-life, it’s almost rare that all the variables in the dataset are useful to build a.

Machine Learning 397

Machine Learning Machine Learning Analytics Analytics 397

KDnuggets

JUNE 6, 2023

Mastering Feature Selection: An Exploration of Advanced Techniques for Supervised and Unsupervised Machine Learning Models.

Machine Learning 241

Machine Learning Machine Learning 241

Analytics Vidhya

JUNE 11, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In this article, we will be discussing feature selection and. The post Feature Selection Techniques in Machine Learning appeared first on Analytics Vidhya.

Machine Learning 216

Machine Learning Machine Learning Data Science Analytics 216

Analytics Vidhya

JUNE 10, 2021

The post Keras Tuner – Auto Neural Network Architecture Selection appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon The choice of good hyperparameters determines the success of a neural.

Data Science 315

Data Science Analytics Analytics Deep Learning 315

KDnuggets

FEBRUARY 17, 2023

How to select the linear regression model with the right balance between simplicity and complexity.

Machine Learning 271

Machine Learning Machine Learning 271

Analytics Vidhya

APRIL 23, 2021

The post Discovering the shades of Feature Selection Methods appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction The data consists of a two-dimensional array of categorical.

Data Science 256

Data Science Analytics Analytics Python 256

Analytics Vidhya

OCTOBER 24, 2020

The post A comprehensive guide to Feature Selection using Wrapper methods in Python appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Introduction In today’s era of Big data and IoT, we are easily.

Python 386

Python Big Data Big Data Data Science 386

Analytics Vidhya

JUNE 27, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Feature Selection is the process of selecting the features which. The post Feature Selection using Statistical Tests appeared first on Analytics Vidhya.

Data Science 173

Data Science Analytics Analytics Python 173

Analytics Vidhya

JULY 30, 2022

The post How to Select a Cloud Database for Organizations appeared first on Analytics Vidhya. GCP offers three reference architectures for global data distribution – a hybrid, multi-cloud, and regional distribution. It would help to consider these architectures when choosing a Google database service. In this post, we’ll […].

Database 262

Database Data Science Analytics Analytics 262

Hacker News

FEBRUARY 4, 2024

The Right to Repair Europe coalition, representing more than 130 organisations, celebrates that European consumers will get better access to affordable repairs for selected products, but urges for more wide ranging rules. On Thursday, EU lawmakers reached a deal on new repair rules.

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Hacker News

JANUARY 25, 2024

Wouldnt it make more sense to have the FROM clause come before the SELECT? This is something that has always bothered me. Whenever Im writing sql, especially with joins, I always figure out the FROM

SQL 136

SQL 136

KDnuggets

OCTOBER 24, 2019

In this post, you will see 3 different techniques of how to do Feature Selection to your datasets and how to build an effective predictive model.

Machine Learning 304

Machine Learning Machine Learning 304

Hacker News

DECEMBER 4, 2023

First, simply letting the SSM parameters be functions of the input addresses their weakness with discrete modalities, allowing the model to selectively propagate or forget information along the sequence length dimension depending on the current token.

Deep Learning 182

Deep Learning Deep Learning Algorithm 182

Analytics Vidhya

APRIL 9, 2021

ArticleVideo Book Introduction So far we’ve seen three feature selection techniques- Missing Value Ratio, Low Variance Filter, and Backward Feature Elimination. In this article, The post Forward Feature Selection and its Implementation appeared first on Analytics Vidhya.

Analytics 170

Analytics Analytics Python Machine Learning 170

KDnuggets

OCTOBER 11, 2022

How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Top Free Git GUI Clients for Beginners • Decision Tree Algorithm, Explained • 7 Techniques to Handle Imbalanced Data • Free Algorithms in Python Course.

Decision Trees 271

Decision Trees Algorithm Python 271

KDnuggets

OCTOBER 31, 2022

How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Decision Tree Algorithm, Explained • Graphs: The natural way to understand data • 7 Techniques to Handle Imbalanced Data • A Data Science Portfolio That Will Land You The Job in 2022.

Decision Trees 271

Decision Trees Data Science Algorithm 271

Hacker News

APRIL 9, 2024

In this paper, we conduct the first large-scale human evaluation of faithfulness and content selection on LLM-generated summaries of fictional books. Our experiments suggest that detecting unfaithful claims is an important future direction not only for summarization evaluation but also as a testbed for long-context understanding.

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Analytics Vidhya

AUGUST 2, 2020

The post Selecting the Right Bounding Box Using Non-Max Suppression (with implementation) appeared first on Analytics Vidhya. So Overview Understand the concept of Non-Max Suppression Learn how object detection algorithms use Non-Max Suppression Implement non-max suppression using NMS function in PyTorch.

Algorithm 385

Algorithm Analytics Analytics Deep Learning 385

KDnuggets

SEPTEMBER 20, 2022

How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Free Python for Data Science Course • 5 Data Science Skills That Pay & 5 That Don't • 7 Data Analytics Interview Questions & Answers • 5 Tricky SQL Queries Solved.

SQL 271

SQL Data Science Python Analytics 271

KDnuggets

NOVEMBER 14, 2022

How to Select Rows and Columns in Pandas • Confusion Matrix, Precision, and Recall Explained • Decision Tree Algorithm, Explained • Matrix Multiplication for Data Science (or Machine Learning) • The Most Comprehensive List of Kaggle Solutions and Ideas.

Decision Trees 246

Decision Trees Machine Learning Machine Learning Data Science 246

KDnuggets

NOVEMBER 7, 2022

How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • 15 Free Machine Learning and Deep Learning Books • Decision Tree Algorithm, Explained • Should I Learn Julia? • 7 Techniques to Handle Imbalanced Data.

Decision Trees 260

Decision Trees Deep Learning Deep Learning Machine Learning 260

Towards AI

NOVEMBER 23, 2023

Know A-Z of ANOVA with an interesting dataset.Photo by Elimende Inagella on Unsplash We often forget the most crucial step when developing a Machine learning model — Feature Selection. Not selecting the right features correlated to the target variable can prevent your model from reaching the potential performance.

Machine Learning 121

Machine Learning Machine Learning AI AI 121

Hacker News

AUGUST 30, 2023

The emergence of natural selection, requiring that reproducing entities present variations that may be inherited and passed on, was arguably the most important breakthrough in the self-organization of life. For this to be the case, kinetic barriers must hinder the reverse process.

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Analytics Vidhya

MARCH 22, 2021

The post How to select Best Split in Decision trees using Gini Impurity appeared first on Analytics Vidhya. ArticleVideo Book Introduction In the previous article- How to Split a Decision Tree – The Pursuit to Achieve Pure Nodes, you understood the basics.

Decision Trees 314

Decision Trees Analytics Analytics Machine Learning 314

Analytics Vidhya

MARCH 25, 2021

The post How to select Best Split in Decision Trees using Chi-Square appeared first on Analytics Vidhya. ArticleVideo Book Introduction Welcome back! In the previous article, we learned about Gini impurity which we use to decide the purity of nodes.

Decision Trees 315

Decision Trees Analytics Analytics Algorithm 315

Analytics Vidhya

MARCH 28, 2021

A beginner’s guide to select plots for Visualization appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. ‘The greatest value of a picture is when it forces. The post When to use what plot ?

Data Science 355

Data Science Analytics Analytics Data Visualization 355

Mlearning.ai

OCTOBER 2, 2023

We’ll talk about supervised and unsupervised feature selection techniques. Choosing the right feature selection method is like choosing the right weapon in a video game. The two main categories of feature selection are supervised and unsupervised machine learning techniques. We’ll answer exactly that question in this article.

Machine Learning 98

Machine Learning Machine Learning Supervised Learning Algorithm 98

KDnuggets

AUGUST 6, 2019

Feature selection is one of the most important tasks in machine learning. Learn how to use a simple random search in Python to get good results in less time.

Python 273

Python Machine Learning Machine Learning Cross Validation 273