Analytics Vidhya

DECEMBER 20, 2023

Introduction Data augmentation encompasses various techniques to expand and enhance datasets for machine learning and deep learning models. These methods span different categories, each altering data to introduce diversity and improve model robustness.

Deep Learning 286

Deep Learning Deep Learning Machine Learning Machine Learning 286

insideBIGDATA

MARCH 4, 2024

Hammerspace, the company orchestrating the Next Data Cycle, unveiled the high-performance NAS architecture needed to address the requirements of broad-based enterprise AI, machine learning and deep learning (AI/ML/DL) initiatives and the widespread rise of GPU computing both on-premises and in the cloud.

Deep Learning 221

Deep Learning Deep Learning Clustering Machine Learning 221

insideBIGDATA

NOVEMBER 14, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 259

Big Data Big Data Machine Learning Machine Learning 259

Smart Data Collective

SEPTEMBER 13, 2023

Machine Learning is Crucial for Success in Digital Marketing If you have a Spotify or Netflix account, you have probably noticed a trend. When you watch or listen to something one day, the next day you will have a whole category of recommendations from the same genre as your most played or watched. Does it add value?

Machine Learning 98

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 98

Analytics Vidhya

JULY 12, 2023

One often encounters datasets with categorical variables in data analysis and machine learning. However, many machine learning algorithms require numerical input. These variables represent qualitative attributes rather than numerical values. This is where label encoding comes into play.

Python 238

Python Machine Learning Machine Learning Data Analysis 238

insideBIGDATA

SEPTEMBER 29, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 243

Big Data Big Data Machine Learning Machine Learning 243

insideBIGDATA

MARCH 31, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 307

Big Data Big Data Machine Learning Machine Learning 307

Hacker News

MARCH 7, 2023

Comments (..)

Machine Learning 94

Machine Learning Machine Learning 94

insideBIGDATA

FEBRUARY 2, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 317

Big Data Big Data Machine Learning Machine Learning 317

insideBIGDATA

DECEMBER 20, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 195

Big Data Big Data Machine Learning Machine Learning 195

Towards AI

FEBRUARY 20, 2024

Beginner’s Guide to ML-001: Introducing the Wonderful World of Machine Learning: An Introduction Everyone is using mobile or web applications which are based on one or other machine learning algorithms. You might be using machine learning algorithms from everything you see on OTT or everything you shop online.

Machine Learning 84

Machine Learning Machine Learning ML ML 84

Pickl AI

MARCH 26, 2024

Summary: The KNN algorithm in machine learning presents advantages, like simplicity and versatility, and challenges, including computational burden and interpretability issues. Unlocking the Power of KNN Algorithm in Machine Learning Machine learning algorithms are significantly impacting diverse fields.

K-nearest Neighbors 52

K-nearest Neighbors Machine Learning Machine Learning Algorithm 52

insideBIGDATA

FEBRUARY 28, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 293

Big Data Big Data Machine Learning Machine Learning 293

Mlearning.ai

OCTOBER 2, 2023

Learn how to use them to avoid the biggest scare in ML: overfitting and underfitting. Photo by Arseny Togulev on Unsplash If you’re working with a dataset and trying to build a machine learning model, you probably don’t need all the data and columns that feed into your model. Here’s the overview.

Machine Learning 98

Machine Learning Machine Learning Supervised Learning Algorithm 98

Towards AI

APRIL 3, 2024

In this article, I will focus on machine learning methods. While writing this article I have also found a paper-stack with face-swap papers, you might want to check it out! What matters?

Machine Learning 90

Machine Learning Machine Learning AI AI 90

insideBIGDATA

JUNE 21, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 243

Big Data Big Data Machine Learning Machine Learning 243

Towards AI

FEBRUARY 26, 2024

Photo by Helena Lopes on Unsplash Before getting into Machine Learning Project Series — Part II, Click Here to see Machine Learning Project Series — Part I. There are three categories of outcomes lived, died, and euthanized. Table of Contents 1. set_title(f'{column} Counts', fontsize=16) ax[i].set_xlabel(None,

Machine Learning 94

Machine Learning Machine Learning Exploratory Data Analysis Data Analysis 94

Smart Data Collective

OCTOBER 1, 2020

We have previously written about the benefits of data driven marketing , but wanted to focus more on the benefits of machine learning as well. Machine learning is one of the technological advances that has played in important role in the evolution of email marketing. One of the biggest benefits is list segmentation.

Machine Learning 141

Machine Learning Machine Learning Algorithm Analytics 141

Pickl AI

JANUARY 3, 2024

Feature engineering in machine learning is a pivotal process that transforms raw data into a format comprehensible to algorithms. Embrace the benefits of feature engineering to unlock the full potential of your Machine-Learning endeavors and achieve accurate predictions in diverse real-world scenarios.

Machine Learning 52

Machine Learning Machine Learning Exploratory Data Analysis Cross Validation 52

insideBIGDATA

SEPTEMBER 5, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 195

Big Data Big Data Machine Learning Machine Learning 195

insideBIGDATA

AUGUST 1, 2023

In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and (..)

Big Data 195

Big Data Big Data Machine Learning Machine Learning 195

KDnuggets

SEPTEMBER 13, 2022

This article will discuss a few different types of creative machine learning categories and examples of each.

Machine Learning 271

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 271

Analytics Vidhya

DECEMBER 21, 2021

This article was published as a part of the Data Science Blogathon Introduction Text classification is a machine-learning approach that groups text into pre-defined categories.

Natural Language Processing 387

Natural Language Processing Machine Learning Machine Learning Data Science 387

Smart Data Collective

OCTOBER 23, 2021

Advances in AI and machine learning technology have been important in setting the trend for bitcoin. They are discovering that machine learning technology can help them achieve this goal. Using Machine Learning Can Be Very Valuable for Cryptocurrency Miners and Traders Alike. What is Cryptocurrency?

Machine Learning 133

Machine Learning Machine Learning Algorithm Data Science 133

Women in Big Data

MAY 19, 2024

Event Overview On May 16 th, 2024, Poornima Muthukumar presented using big data, data science, and machine learning to create impactful products. Leveraging Machine Learning: Poornima gave examples of applying machine learning to enhance product performance, showcasing its potential to transform the user experience.

Big Data 40

Big Data Big Data Machine Learning Machine Learning 40

Analytics Vidhya

APRIL 6, 2022

EDA can be divided into two categories: graphical analysis and non-graphical analysis. EDA is a critical component of any data science or machine learning process. Introduction Exploratory Data Analysis is a method of evaluating or comprehending data in order to derive insights or key characteristics.

Exploratory Data Analysis 340

Exploratory Data Analysis EDA Data Analysis Data Analysis 340

Smart Data Collective

NOVEMBER 16, 2022

Machine learning technology is one of the new technologies that has drastically changed the state of video editing. Machine learning also makes it easier for video editors to create more engaging videos by utilizing unique features that were not previously possible. Keep reading to learn more.

Machine Learning 107

Machine Learning Machine Learning AI AI 107

Towards AI

AUGUST 21, 2023

Machine Learning vs. AI vs. Deep Learning vs. Neural Networks: What’s the Difference? Amidst this backdrop, we often hear buzzwords like artificial intelligence (AI), machine learning (ML), deep learning, and neural networks thrown around almost interchangeably. This makes it great for complex tasks.

Deep Learning 91

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 91

Defined.ai blog

AUGUST 30, 2023

Machines are no longer confined to mere calculations; they now navigate the labyrinth of human language with startling proficiency. What is the Relationship between NLP and Machine Learning? At its core, NLP in machine learning (ML) is where the intricate art of language meets the precision of algorithms.

Machine Learning 52

Machine Learning Machine Learning Natural Language Processing ML 52

ODSC - Open Data Science

FEBRUARY 10, 2023

8 Potential Technosignatures Found Beyond Our Solar System Thanks to Machine Learning With the aid of machine learning, 8 potential technosignatures have been found around five nearby stars. The team found the new algorithm excelled by organizing the data from telescopes into categories.

Machine Learning 98

Machine Learning Machine Learning Algorithm Supervised Learning 98

Smart Data Collective

NOVEMBER 25, 2020

Machine learning is transforming the financial sector more than anybody could have ever predicted. One of the most significant changes brought by advances in machine learning is with the loan underwriting process. Towards Data Science analyzed several dozen papers on the use of machine learning in loan scoring.

Machine Learning 144

Machine Learning Machine Learning Algorithm Predictive Analytics 144

Smart Data Collective

SEPTEMBER 8, 2021

Machine learning has made app development much easier than ever, even for people without previous coding experience. With machine learning, app development has become streamlined so much that, most people can use software to create apps without previous coding knowledge. Where Machine Learning and App Building Meets.

Machine Learning 99

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 99

Towards AI

APRIL 7, 2024

Building an End-to-End Machine Learning Project to Reduce Delays in Aggressive Cancer Care. Probabilities are used to place values in different categories, i.e., if the probability is more than 50%, then ‘1’ or else 0.The Author(s): Juliusnyambok Originally published on Towards AI.

Machine Learning 114

Machine Learning Machine Learning Exploratory Data Analysis EDA 114

Dataconomy

MARCH 3, 2023

It’s really important to explore the potential of machine learning in asset pricing. In recent years, machine learning has emerged as a promising tool for improving asset pricing models in finance. As a result, financial analysts have turned to machine learning as a promising tool for improving asset pricing models.

Machine Learning 70

Machine Learning Machine Learning Algorithm Supervised Learning 70

IBM Journey to AI blog

OCTOBER 16, 2023

Machine learning (ML)—the artificial intelligence (AI) subfield in which machines learn from datasets and past experiences by recognizing patterns and generating predictions—is a $21 billion global industry projected to become a $209 billion industry by 2029.

Machine Learning 51

Machine Learning Machine Learning ML ML 51

Iguazio

AUGUST 3, 2023

How can retailers use, grow and optimize their use of data and machine learning? For data scientists tasked with building and training machine learning models for retailers, open and free retail datasets are an important starting point. To learn more about ML and retailers, click here. Get the dataset here.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Analytics Vidhya

FEBRUARY 22, 2022

Introduction Every supervised machine learning technique basically solves either classification or regression problems. Classification is a kind of technique where we classify the outcome into distinct categories whose range is usually finite. This article was published as a part of the Data Science Blogathon.

Machine Learning 235

Machine Learning Machine Learning Data Science Analytics 235