AI News

OCTOBER 25, 2024

The posts, which were uploaded on X between 2012 and 2015 when Schofield was a teenager, contained a string of racist profanities and insulting jokes about Black people’s hairstyles. In one post, she vigorously defended George Zimmerman, a white American who was controversially acquitted of the murder of the Black teenager Trayvon Martin.

Automation 214

Automation AI AI Large Language Models 214

Unite.AI

SEPTEMBER 27, 2023

At Mindvalley we have invested heavily in no-code platforms like Airtable to replicate my “mental algorithms” as CEO. In 2012, The McKinsey Global Institute (MGI) estimated that knowledge workers spent about a fifth of their time, or one day each work week, searching for and gathering information.

Artificial Intelligence 324

Artificial Intelligence Artificial Intelligence Automation AI 324

Towards AI

MARCH 14, 2024

All the way back in 2012, Harvard Business Review said that Data Science was the sexiest job of the 21st century and recently followed up with an updated version of their article. Okay, let’s get started! So, before we look at how to learn data science, we need to know: what really is a data scientist?

Data Science 83

Data Science ML Engineer Data Scientist ML 83

Viso.ai

FEBRUARY 11, 2024

The Need for Image Training Datasets To train the image classification algorithms we need image datasets. These datasets contain multiple images similar to those the algorithm will run in real life. The labels provide the Knowledge the algorithm can learn from. Algorithms that won the ImageNet challenge by year – source.

Convolutional Neural Networks 52

Convolutional Neural Networks Computer Vision Neural Network Deep Learning 52

Marktechpost

SEPTEMBER 24, 2024

CNN’s performance improved in the ILSVRC-2012 competition, achieving a top-5 error rate of 15.3%, compared to 26.2% However, this work demonstrated that with sufficient data and computational resources, deep learning models can learn complex features through a general-purpose algorithm like backpropagation. and 28.2%).

Convolutional Neural Networks 64

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 64

Unite.AI

MAY 28, 2024

OpenAI researchers note that : since 2012, the computing power required to train advanced AI models has doubled every 3.4 Whether it’s for autonomous cars or mobile devices, controlling the hardware enables companies to fully leverage their AI algorithms.

OpenAI 147

OpenAI AI AI AI Modeling 147

Unite.AI

AUGUST 1, 2024

AI-powered language learning apps leverage advanced algorithms, natural language processing, and adaptive technologies to create tailored learning experiences. Duolingo Duolingo, launched in 2012, has revolutionized language learning by leveraging artificial intelligence and machine learning to deliver personalized experiences.

Natural Language Processing 147

Natural Language Processing Artificial Intelligence Artificial Intelligence AI 147

NVIDIA

JUNE 3, 2024

Founded in 2012, it was the first bank to obtain a European banking license in over three decades. Traditional transaction-monitoring systems are rules based, meaning algorithms flag suspicious transactions according to a set of criteria that determine if an activity presents risk of fraud or money laundering.

Generative AI 103

Generative AI Data Science Large Language Models AI 103

AWS Machine Learning Blog

NOVEMBER 9, 2023

We build a model to predict the severity (benign or malignant) of a mammographic mass lesion trained with the XGBoost algorithm using the publicly available UCI Mammography Mass dataset and deploy it using the MLOps framework. The full instructions with code are available in the GitHub repository.

Data Drift 125

Data Drift Auto-complete ML Automation 125

Towards AI

FEBRUARY 18, 2024

This historical sales data covers sales information from 2010–02–05 to 2012–11–01. The main goal of the algorithm is to infer the expected effect a given intervention (or any action) had on some response variable by analyzing differences between expected and observed time series data.

Python 101

Python Algorithm AI AI 101

Viso.ai

APRIL 29, 2024

It was introduced by Geoffrey Hinton and his team in 2012, and marked a key event in the history of deep learning, showcasing the strengths of CNN architectures and its vast applications. This is an annual competition that benchmarks algorithms for image classification. Makes it difficult for the model to overfit.

Deep Learning 52

Deep Learning Neural Network Convolutional Neural Networks Machine Learning 52

Viso.ai

MAY 31, 2024

Pascal VOC (which stands for Pattern Analysis, Statistical Modelling, and Computational Learning Visual Object Classes) is an open-source image dataset for a number of visual object recognition algorithms. This challenge was conducted till 2012, each subsequent year.

Computer Vision 52

Computer Vision Convolutional Neural Networks Deep Learning Neural Network 52

Unite.AI

OCTOBER 24, 2023

Aaron is also the Ex-CTO of The Home Depot and co-founder of Redbeacon, which was acquired by Home Depot in 2012. What are some of the machine learning algorithms that are used? One other very popular feature with our agents is that we use algorithms to block over 20 million spam calls – a service we offer free to our customers.

AI Tools 290

AI Tools Automation Algorithm AI 290

Unite.AI

MAY 10, 2024

Realizing that many of the tedious development processes in Mellanox could be automated by machine-learning algorithms, I changed my majors to optimization and machine learning and completed an MSc in the space. At Visualead, we’d been running algorithms on mobile devices since 2012, including models.

Large Language Models 147

Large Language Models Automation Software Development Neural Network 147

Mlearning.ai

APRIL 8, 2023

Charting the evolution of SOTA (State-of-the-art) techniques in NLP (Natural Language Processing) over the years, highlighting the key algorithms, influential figures, and groundbreaking papers that have shaped the field. NLP algorithms help computers understand, interpret, and generate natural language.

NLP 98

NLP Neural Network Natural Language Processing Convolutional Neural Networks 98

IBM Journey to AI blog

OCTOBER 12, 2023

These models rely on learning algorithms that are developed and maintained by data scientists. However, AI capabilities have been evolving steadily since the breakthrough development of artificial neural networks in 2012, which allow machines to engage in reinforcement learning and simulate how the human brain processes information.

Artificial Intelligence 240

Artificial Intelligence Artificial Intelligence Emotion AI Computer Vision 240

AssemblyAI

AUGUST 15, 2023

**Improving CPython's performance** Guido initially coded CPython simply and efficiently, but over time more optimized algorithms were developed to improve performance. The example of prime number checking illustrates the time-space tradeoff in algorithms. **The However, over time these modules became outdated.

Python 130

Python Large Language Models Neural Network Algorithm 130

ODSC - Open Data Science

FEBRUARY 28, 2023

Improving Operations and Infrastructure Taipy The inspiration for this open-source software for Python developers was the frustration felt by those who were trying, and struggling, to bring AI algorithms to end-users. Making Data Observable Bigeye The quality of the data powering your machine learning algorithms should not be a mystery.

Data Science 96

Data Science Auto-complete Machine Learning AI 96

Towards AI

FEBRUARY 10, 2023

The term “artificial intelligence” may evoke the ideas of algorithms and data, but it is powered by the rare earth’s minerals and resources that make up the computing components [1]. The cloud, which consists of vast machines, is arguably the backbone of the AI industry. By comparison, Moore’s Law had a 2-year doubling period.

AI Modeling 81

AI Modeling Natural Language Processing Computer Vision OpenAI 81

Mlearning.ai

MARCH 9, 2023

Automated algorithms for image segmentation have been developed based on various techniques, including clustering, thresholding, and machine learning (Arbeláez et al., 2012; Otsu, 1979; Long et al., The MBD algorithm then searches for a subset of nodes (i.e., 2018; Sitawarin et al., 2015; Huang et al., In addition, Zhang et al.

Computer Vision 52

Computer Vision Deep Learning Machine Learning Algorithm 52

Pickl AI

DECEMBER 14, 2023

650% growth in the data domain since 2012. The Big Data market is expected to be worth $103 billion by 2027. Linear Algebra Vectors and Matrices Linear algebra facilitates the representation and manipulation of multi-dimensional data, which is fundamental in Machine Learning algorithms. There will be around 11.5

Data Science 52

Data Science Machine Learning Data Analysis Data Scientist 52

Viso.ai

DECEMBER 19, 2023

Computer Vision Application for mango plant disease classification in Agriculture The need for AI to understand image data Since the vast amount of image data we obtain from cameras and sensors is unstructured, we depend on advanced techniques such as machine learning algorithms to analyze the images efficiently.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 98

AWS Machine Learning Blog

OCTOBER 24, 2024

It’s important to select the most suitable k-NN algorithm and parameters for your specific needs, as detailed in this post. For additional details, see Choose the k-NN algorithm for your billion-scale use case with OpenSearch. It requires IAM permission for OpenSearch Service Serverless.

LLM 118

LLM Big Data Architect Software Development Big Data 118

AWS Machine Learning Blog

OCTOBER 11, 2024

Pinecone is enterprise ready; you can launch and scale your AI solution without needing to maintain infrastructure, monitor services, or troubleshoot algorithms. You can use its metadata filters and sparse-dense index support for top-notch relevance, achieving quick, accurate, and grounded results across diverse search tasks.

Metadata 102

Metadata Generative AI LLM Data Ingestion 102

Pickl AI

JULY 24, 2024

Turing proposed the concept of a “universal machine,” capable of simulating any algorithmic process. The development of LISP by John McCarthy became the programming language of choice for AI research, enabling the creation of more sophisticated algorithms. Simon, demonstrated the ability to prove mathematical theorems.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Natural Language Processing Neural Network 52

Flipboard

JULY 31, 2023

Algorithms are important and require expert knowledge to develop and refine, but they would be useless without data. These datasets, essentially large collections of related information, act as the training field for machine learning algorithms. This involves feeding the images and their corresponding labels into an algorithm (e.g.,

Machine Learning 123

Machine Learning Computer Vision Deep Learning Convolutional Neural Networks 123

AWS Machine Learning Blog

JUNE 21, 2024

These can be added as inline policies in the user’s IAM role: { "Version": "2012-10-17", "Statement": [ { "Action": "s3:*", "Effect": "Deny", "Resource": [ "arn:aws:s3:::jumpstart-cache-prod- ", "arn:aws:s3:::jumpstart-cache-prod- /*" ], "Condition": { "StringNotLike": {"s3:prefix": ["*.ipynb",

Python 114

Python Machine Learning ML Software Engineer 114

AWS Machine Learning Blog

AUGUST 22, 2023

Many ML algorithms train over large datasets, generalizing patterns it finds in the data and inferring results from those patterns as new unseen records are processed. Flower has an extensive implementation of FL averaging algorithms and a robust communication stack. Flower is open-sourced under Apache 2.0

Machine Learning 84

Machine Learning ML Algorithm Python 84

Heartbeat

OCTOBER 9, 2023

Computer vision algorithms can reconstruct a highly detailed 3D model by photographing objects from different perspectives. But computer vision algorithms can assist us in digitally scanning and preserving these priceless manuscripts. These ground-breaking areas redefine how we connect with and learn from our collective past.

Computer Vision 52

Computer Vision Algorithm Deep Learning Machine Learning 52

IBM Journey to AI blog

JULY 19, 2023

in 10 years, from 2012 to 2022. In a nod to the growing usage of Machine learning in life sciences, FDA has now cleared more than 500 medical algorithms that are commercially available in the United States. More than half of algorithms on the U.S. Business Value As per FAERS database , the number of reported AEs has grown 2.5x

Generative AI 189

Generative AI Large Language Models AI AI 189

ODSC - Open Data Science

JUNE 8, 2023

Taipy The inspiration for this open-source software for Python developers was the frustration felt by those who were trying, and struggling, to bring AI algorithms to end-users. Taipy brings to bear the experience of veteran data scientists and bridges the gap between data dashboards and full AI applications.

Machine Learning 52

Machine Learning Data Science Metadata Python 52

Unite.AI

NOVEMBER 16, 2023

Back in 2012, I viewed American Ninja Warrior as an underground sport (akin to MMA in the 90s) and I made the first platform where people could buy blueprints, order obstacles, and find gyms to train. You are a previous two-time startup founder, what were these companies and what did you learn from this experience?

LLM 147

LLM NLP Artificial Intelligence Artificial Intelligence 147

O'Reilly Media

SEPTEMBER 19, 2023

And it (wisely) stuck to implementations of industry-standard algorithms. A common audience question was “can Hadoop run [my arbitrary analysis job or home-grown algorithm]?” Those algorithms packaged with scikit-learn? Other groups have tested evolutionary algorithms in drug discovery.

Algorithm 100

Algorithm Neural Network Machine Learning Data Scientist 100

AWS Machine Learning Blog

NOVEMBER 13, 2024

To search against the database, you can use a vector search, which is performed using the k-nearest neighbors (k-NN) algorithm. When you perform a search, the algorithm computes a similarity score between the query vector and the vectors of stored objects using methods such as cosine similarity or Euclidean distance.

Metadata 106

Metadata Generative AI Algorithm Machine Learning 106

Viso.ai

FEBRUARY 19, 2024

Criminal Activity Detection In criminal cases, CV algorithms should first recognize the environment and the setting. The global look of the scene will help the algorithm capture details, including the color and shape of vehicles, license plates, signboards, storefronts, etc. Footprint recognition – source.

Computer Vision 52

Computer Vision Deep Learning Convolutional Neural Networks Neural Network 52

Mlearning.ai

JUNE 14, 2023

YouTube Introduction to Natural Language Processing (NLP) NLP 2012 Dan Jurafsky and Chris Manning (1.1) Learning LLMs (Foundational Models) Base Knowledge / Concepts: What is AI, ML and NLP Introduction to ML and AI — MFML Part 1 — YouTube What is NLP (Natural Language Processing)? — YouTube

Neural Network 52

Neural Network BERT Large Language Models Natural Language Processing 52

Flipboard

FEBRUARY 5, 2023

It’s a nudge from Duolingo , the popular language-learning app, whose algorithms know you’re most likely to do your 5 minutes of Spanish practice at this time of day. And Duolingo uses the resulting predictions in its session-generator algorithm to dynamically select new exercises for the next lesson.

Machine Learning 182

Machine Learning AI AI Algorithm 182