Towards AI

JANUARY 11, 2024

Arguably, one of the most important concepts in machine learning is classification. This article will illustrate the difference between classification and regression in machine learning. In contrast, Unsupervised Learning occurs when we lack prior knowledge of the target variable.

Machine Learning 120

Machine Learning Machine Learning Decision Trees Clustering 120

Flipboard

JULY 31, 2023

In this post, we’ll show you the datasets you can use to build your machine learning projects. After you create a free account, you’ll have access to the best machine learning datasets. Importance and Role of Datasets in Machine Learning Data is king.

Machine Learning 104

Machine Learning Machine Learning Deep Learning Deep Learning 104

insideBIGDATA

MAY 22, 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 467

Big Data Big Data Machine Learning Machine Learning 467

IBM Data Science in Practice

MARCH 13, 2023

This sets the stage for how bias can be identified in machine learning. Bias Mitigation There are several approaches to bias mitigation, which can be categorized into three categories: pre-processing, in-processing, and post-processing. Any bias removal matters in machine learning. How much bias removal matters?

Machine Learning 130

Machine Learning Machine Learning Algorithm Data Scientist 130

insideBIGDATA

APRIL 26, 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 392

Big Data Big Data Machine Learning Machine Learning 392

IBM Journey to AI blog

DECEMBER 20, 2023

Machine learning (ML) technologies can drive decision-making in virtually all industries, from healthcare to human resources to finance and in myriad use cases, like computer vision , large language models (LLMs), speech recognition, self-driving cars and more. What is machine learning?

Machine Learning 75

Machine Learning Machine Learning Supervised Learning Clustering 75

Data Science 101

DECEMBER 14, 2019

The fine folks at Microsoft have put together an excellent Single Page Cheatsheet for Azure Machine Learning Algorithms. Microsoft’s Azure Machine Learning Algorithm Cheat Sheet. You want to predict “Will Purchase” or “Will Not Purchase” Thus you are trying to predict between two categories.

Machine Learning 144

Machine Learning Machine Learning Algorithm Azure 144

Towards AI

APRIL 4, 2024

Created by the author with DALL E-3 Machine learning algorithms are the “cool kids” of the tech industry; everyone is talking about them as if they were the newest, greatest meme. Amidst the hoopla, do people actually understand what machine learning is, or are they just using the word as a text thread equivalent of emoticons?

K-nearest Neighbors 69

K-nearest Neighbors Machine Learning Machine Learning Decision Trees 69

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 217

Deep Learning Deep Learning Clustering Machine Learning 217

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 97

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 97

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 251

Big Data Big Data Machine Learning Machine Learning 251

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 259

Deep Learning Deep Learning Machine Learning Machine Learning 259

Iguazio

DECEMBER 5, 2023

To cater to a wide variety of needs, these free datasets for machine learning cover a diverse set of categories and use cases: Sentiment analysis Language and docs For ethical AI use Industries Images and videos When training and developing your models, don’t neglect the final phase - a deployed LLM (or other type of model).

Machine Learning 98

Machine Learning Machine Learning ML ML 98

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 301

Big Data Big Data Machine Learning Machine Learning 301

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 235

Big Data Big Data Machine Learning Machine Learning 235

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 313

Big Data Big Data Machine Learning Machine Learning 313

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 83

Machine Learning Machine Learning ML ML 83

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

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 210

Python Machine Learning Machine Learning Data Analysis 210

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

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 285

Big Data Big Data Machine Learning Machine Learning 285

Pickl AI

MARCH 6, 2024

Summary: Machine Learning interview questions cover a wide range of topics essential for candidates aiming to secure roles in Data Science and Machine Learning. Employers seek candidates who can demonstrate their understanding of key machine learning algorithms. What is Machine Learning?

Machine Learning 52

Machine Learning Machine Learning Supervised Learning Algorithm 52

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 235

Big Data Big Data Machine Learning Machine Learning 235

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 89

Machine Learning Machine Learning AI AI 89

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

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 93

Machine Learning Machine Learning Exploratory Data Analysis Data Analysis 93

Smart Data Collective

FEBRUARY 28, 2023

Machine learning technology has already had a huge impact on our lives in many ways. There are numerous ways that machine learning technology is changing the financial industry. However, machine learning can also help financial professionals as well. What is risk parity? How is risk parity implemented?

Machine Learning 84

Machine Learning Machine Learning AI AI 84

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

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

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 106

Machine Learning Machine Learning AI AI 106

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 363

Natural Language Processing Machine Learning Machine Learning Data Science 363

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 318

Exploratory Data Analysis EDA Data Analysis Data Analysis 318

Hacker News

MARCH 7, 2023

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Machine Learning 60

Machine Learning Machine Learning 60