insideBIGDATA

SEPTEMBER 20, 2024

This insideAI News “Power to the Data” podcast discusses how AI has been transforming industries and redefining the boundaries of technology for decades. From simple machine learning algorithms that sort emails to complex neural networks that predict market trends, AI has become an integral part of modern life.

Machine Learning 343

Machine Learning Machine Learning AI AI 343

Dataconomy

MAY 17, 2024

One of the most recognizable trends of the early years of the 21st century has been the spread and application of AI (Artificial Intelligence) within many professional areas. The data analysis, pattern recognition, and decision-making functionalities in AI have produced remarkable efficiencies and ideas.

Machine Learning 121

Machine Learning Machine Learning Algorithm Artificial Intelligence 121

Data Science Dojo

JULY 5, 2024

Machine learning models are algorithms designed to identify patterns and make predictions or decisions based on data. Modern businesses are embracing machine learning (ML) models to gain a competitive edge. This reiterates the increasing role of AI in modern businesses and consequently the need for ML models.

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Machine Learning Machine Learning ML ML 322

Dataconomy

MARCH 26, 2024

One of the most recognizable trends of the early years of the 21st century has been the spread and application of AI (Artificial Intelligence) within many professional areas. The data analysis, pattern recognition, and decision-making functionalities in AI have produced remarkable efficiencies and ideas.

Machine Learning 127

Machine Learning Machine Learning Algorithm Artificial Intelligence 127

Data Science Dojo

FEBRUARY 7, 2024

The development of generative AI relies on important machine-learning techniques in today’s technological advancement. It makes machine learning (ML) a critical component of data science where algorithms are statistically trained on data.

Machine Learning 244

Machine Learning Machine Learning ML ML 244

Dataconomy

MAY 10, 2024

One of the most recognizable trends of the early years of the 21st century has been the spread and application of AI (Artificial Intelligence) within many professional areas. The data analysis, pattern recognition, and decision-making functionalities in AI have produced remarkable efficiencies and ideas.

Machine Learning 113

Machine Learning Machine Learning Algorithm Artificial Intelligence 113

IBM Data Science in Practice

MARCH 13, 2023

This sets the stage for how bias can be identified in machine learning. Specifically, we utilize tools such as the Fairness Compass and AI Fairness 360 to understand the existence of bias and quantify its effects. This blog focuses on pre-processing algorithms. The next crucial step is to take measures to mitigate bias.

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Machine Learning Machine Learning Algorithm Data Scientist 130

Hacker News

FEBRUARY 19, 2024

Abstract: In this talk I’ll highlight several exciting trends in the field of AI and machine learning. Through a combination of improved algorithms and major.

Machine Learning 181

Machine Learning Machine Learning Algorithm AI 181

Dataconomy

SEPTEMBER 1, 2024

This hydra-headed challenge can only be addressed by leveraging both Artificial Intelligence and Machine Learning. This manner of usage can be quite dicey as it exposes important data in an organization to potential threats and this is where AI-powered insights come in. These two intersect in many ways discussed below.

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Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 103

Dataconomy

MARCH 24, 2022

Machine learning engineering aims to apply software engineering and data science methods to turn machine learning models into usable functions for products and consumers. Artificial intelligence technology is created using machine learning engineering with massive data sets.

Machine Learning 229

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 229

Pickl AI

NOVEMBER 18, 2024

Summary: The blog provides a comprehensive overview of Machine Learning Models, emphasising their significance in modern technology. It covers types of Machine Learning, key concepts, and essential steps for building effective models. The global Machine Learning market was valued at USD 35.80

Machine Learning 52

Machine Learning Machine Learning Decision Trees Algorithm 52

Towards AI

JULY 15, 2024

Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. R has become ideal for GIS, especially for GIS machine learning as it has topnotch libraries that can perform geospatial computation. R has simplified the most complex task of geospatial machine learning and data science.

Machine Learning 100

Machine Learning Machine Learning Algorithm K-nearest Neighbors 100

Analytics Vidhya

APRIL 24, 2023

Introduction We live in a world where social media platforms shape our interests, tailor our news feeds, and provide customized content, all thanks to machine learning! With machine learning (ML), a branch of artificial intelligence (AI), software programs can predict outcomes more accurately without being explicitly instructed.

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Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 268

Towards AI

NOVEMBER 11, 2024

Last Updated on November 11, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. Unlocking insights into DNA sequences using machine learning and bioinformatics techniques. Using machine learning, we’ll transform these sequences into a format suitable for algorithms and compare their performance.

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Machine Learning Machine Learning AI AI 84

Analytics Vidhya

AUGUST 10, 2023

Introduction In today’s evolving landscape, organizations are rapidly scaling their teams to harness the potential of AI, deep learning, and ML. What started as a modest concept, machine learning, has now become indispensable across industries, enabling businesses to tap into unprecedented opportunities.

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Machine Learning Machine Learning Deep Learning Deep Learning 256

Pickl AI

NOVEMBER 20, 2024

Summary: Linear Algebra is foundational to Machine Learning, providing essential operations such as vector and matrix manipulations. Introduction Linear Algebra is a fundamental mathematical discipline that underpins many algorithms and techniques in Machine Learning.

Machine Learning 52

Machine Learning Machine Learning Natural Language Processing Clustering 52

Pickl AI

AUGUST 28, 2024

Summary: This comprehensive guide covers the basics of classification algorithms, key techniques like Logistic Regression and SVM, and advanced topics such as handling imbalanced datasets. It also includes practical implementation steps and discusses the future of classification in Machine Learning. What is Classification?

Machine Learning 52

Machine Learning Machine Learning Algorithm K-nearest Neighbors 52

Analytics Vidhya

JUNE 5, 2023

Hence, researchers are now exploring the potential of artificial intelligence (AI) and machine learning (ML) algorithms to improve […] The post Breaking Down Social Bias in Artificial Intelligence Algorithms for Cardiovascular Risk Assessment appeared first on Analytics Vidhya.

Artificial Intelligence 258

Artificial Intelligence Artificial Intelligence Algorithm Machine Learning 258

Pickl AI

SEPTEMBER 16, 2024

Summary: This blog highlights ten crucial Machine Learning algorithms to know in 2024, including linear regression, decision trees, and reinforcement learning. Each algorithm is explained with its applications, strengths, and weaknesses, providing valuable insights for practitioners and enthusiasts in the field.

Machine Learning 52

Machine Learning Machine Learning Algorithm Decision Trees 52

Analytics Vidhya

DECEMBER 1, 2022

Introduction to Machine Learning By implementing cutting-edge technology like artificial intelligence (AI) and machine learning, businesses are attempting to increase the accessibility of information and services for consumers. This article was published as a part of the Data Science Blogathon.

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Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 288

Data Science Connect

FEBRUARY 2, 2023

Artificial intelligence (AI) has revolutionized the way we approach complex problems and analyze data. Two of the most widely used subfields of AI are deep learning and machine learning. What is Machine Learning? What is Deep Learning?

Deep Learning 130

Deep Learning Deep Learning Machine Learning Machine Learning 130

Flipboard

FEBRUARY 26, 2023

February 27, 2023 In 2022, there was an explosion of innovation in the field of machine learning. Systems like DALL-E 2 and Whisper AI have allowed us …

Machine Learning 153

Machine Learning Machine Learning Algorithm AI 153

Machine Learning Research at Apple

MAY 19, 2023

*= Equal Contributors Artificial Intelligence (AI) and Machine Learning (ML) have made tremendous progress in the recent decade and have become ubiquitous in almost all application domains.

Machine Learning 147

Machine Learning Machine Learning ML ML 147

Dataconomy

MAY 4, 2023

Machine learning applications in healthcare are rapidly advancing, transforming the way medical professionals diagnose, treat, and prevent diseases. In this rapidly evolving field, machine learning is poised to drive significant advancements in healthcare, improving patient outcomes and enhancing the overall healthcare experience.

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Machine Learning Machine Learning Algorithm ML 192

Analytics Vidhya

MAY 23, 2024

With the help of machine learning algorithms and real-time data analysis, Mastercard’s AI […] The post Mastercard AI: It Detects Compromised Cards Faster, Thwarting Criminals appeared first on Analytics Vidhya.

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Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 312

Towards AI

SEPTEMBER 25, 2024

Originally published on Towards AI. As data scientists and machine learning engineers, we spend the majority of our time working with data. In machine learning, the path from raw data to a well-tuned model is paved with preprocessing techniques that set the way for success. Published via Towards AI

Machine Learning 100

Machine Learning Machine Learning Data Scientist Data Quality 100

Towards AI

JULY 3, 2024

Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. When it comes to the three best algorithms to use for spatial analysis, the debate is never-ending. Although practitioners’ tastes may differ, several algorithms are regularly preferred because of their strength, adaptability, and efficiency.

K-nearest Neighbors 83

K-nearest Neighbors Machine Learning Machine Learning Algorithm 83

Analytics Vidhya

APRIL 30, 2024

Introduction With the development of AI in 2024, small businesses can now affordably and quickly produce logos of superior quality. Customized logos are created by these technologies based on user preferences and brand identity using AI and machine learning algorithms.

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Machine Learning Machine Learning AI AI 306

Analytics Vidhya

JANUARY 27, 2022

The financial world has significantly started relying on Artificial Intelligence (AI) and Machine Learning (ML) algorithms to get accurate assistance in complex decision making. Likewise, the trading world is also moving forward to the appliance of algorithms to improve the occurrence and drive objectivity […].

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Algorithm Artificial Intelligence Artificial Intelligence Machine Learning 243

Towards AI

JANUARY 11, 2024

Last Updated on January 12, 2024 by Editorial Team Author(s): Davide Nardini Originally published on Towards AI. 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.

Machine Learning 121

Machine Learning Machine Learning Decision Trees Supervised Learning 121

Pickl AI

OCTOBER 24, 2024

Summary: This article compares Artificial Intelligence (AI) vs Machine Learning (ML), clarifying their definitions, applications, and key differences. While AI aims to replicate human intelligence across various domains, ML focuses on learning from data to improve performance. What is Artificial Intelligence?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

Towards AI

NOVEMBER 16, 2024

Last Updated on November 17, 2024 by Editorial Team Author(s): Shashwat Gupta Originally published on Towards AI. Keswani’s Algorithm introduces a novel approach to solving two-player non-convex min-max optimization problems, particularly in differentiable sequential games where the sequence of player actions is crucial.

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Algorithm ML ML AI 82

Towards AI

FEBRUARY 16, 2024

Author(s): Tony Flores Originally published on Towards AI. Image adapted from Adobe Stock Machine learning is becoming a significant tool in the field of chemistry, providing new opportunities in various areas such as drug discovery and materials science. Join thousands of data leaders on the AI newsletter.

Machine Learning 90

Machine Learning Machine Learning AI AI 90

Towards AI

NOVEMBER 5, 2023

Last Updated on November 5, 2023 by Editorial Team Author(s): Don Kaluarachchi Originally published on Towards AI. A deep dive into explainability for business leadersImage by Don Kaluarachchi (author) In this article, we are going to look into the world of machine learning explainability. Published via Towards AI

Machine Learning 115

Machine Learning Machine Learning Algorithm AI 115

Pickl AI

AUGUST 8, 2024

Summary: Support Vector Machine (SVM) is a supervised Machine Learning algorithm used for classification and regression tasks. Introduction Machine Learning has revolutionised various industries by enabling systems to learn from data and make informed decisions.

Machine Learning 52

Machine Learning Machine Learning Support Vector Machines Algorithm 52

Flipboard

NOVEMBER 13, 2024

During Run 3 of the LHC, which is currently ongoing, CMS researchers have developed and deployed an innovative machine-learning technique to enhance the current data quality monitoring system of the ECAL. CMS is just one of many experiments at CERN that is improving its performance using AI, automation and machine learning.

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Algorithm Data Quality Machine Learning Machine Learning 108

Towards AI

NOVEMBER 12, 2023

Last Updated on November 13, 2023 by Editorial Team Author(s): Amit Chauhan Originally published on Towards AI. Algorithm to improve the speed and performancePhoto by Alex Chumak on Unsplash What is machine learning? It is a technique to learn patterns from the data and make predictions. Published via Towards AI

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Machine Learning Machine Learning Algorithm AI 113