Flipboard

JANUARY 31, 2023

The app uses algorithmic predictions, which Kevin Systrom sees as ‘the future of social.’ The Instagram co-founders, who departed Facebook in 2018 amid tensions with their parent company, have formed a new venture to explore ideas for next-generation social … Kevin Systrom and Mike Krieger are back.

Algorithm 139

Algorithm Machine Learning Machine Learning 139

Smart Data Collective

OCTOBER 8, 2021

Learn how genetic algorithms and machine learning can help hedge fund organizations manage a business. This article looks at how genetic algorithms (GA) and machine learning (ML) can help hedge fund organizations. This is according to Barclay Hedge founder and President Sol Waksman in his July 2018 statement. Final thoughts.

Machine Learning 117

Machine Learning Machine Learning Algorithm ML 117

Dataconomy

OCTOBER 2, 2024

Kingma is best known for co-developing several groundbreaking techniques in AI, including the Adam optimizer , a widely-used optimization algorithm in deep learning, and Variational Autoencoders (VAE) , a type of generative model that enables unsupervised learning and has applications in image generation and other AI tasks.

Machine Learning 103

Machine Learning Machine Learning Natural Language Processing Deep Learning 103

Data Science Dojo

MAY 27, 2024

A visual representation of generative AI – Source: Analytics Vidhya Generative AI is a growing area in machine learning, involving algorithms that create new content on their own. These algorithms use existing data like text, images, and audio to generate content that looks like it comes from the real world.

K-nearest Neighbors 338

K-nearest Neighbors AI AI Supervised Learning 338

Hacker News

AUGUST 13, 2024

Back in 2017, 2018, people would ask ‘What’s a quantum computer?’” NIST’s competition for the best quantum-safe algorithm NIST announced a public competition for the best PQC algorithm back in 2016. Since then, NIST has gone through 4 elimination rounds, finally whittling the pool down to four algorithms in 2022.

Algorithm 181

Algorithm 181

DrivenData Labs

MAY 18, 2023

Two exciting recent projects I've worked on involve introducing a new algorithm for differentially private synthetic data generation - the focus of the DrivenData competition I participated in - and the foundations of rule-based explanations in machine learning. Below is a brief description of each.

Data Science 246

Data Science Data Scientist Machine Learning Machine Learning 246

Data Science Dojo

SEPTEMBER 8, 2023

However, with the introduction of Deep Learning in 2018, predictive analytics in engineering underwent a transformative revolution. It replaces complex algorithms with neural networks, streamlining and accelerating the predictive process. Techniques Uses statistical models, machine learning algorithms, and data mining.

Predictive Analytics 244

Predictive Analytics Analytics Analytics Deep Learning 244

Pickl AI

APRIL 8, 2024

This blog explores 13 major AI blunders, highlighting issues like algorithmic bias, lack of transparency, and job displacement. From the moment we wake up to the personalized recommendations on our phones to the algorithms powering facial recognition software, AI is constantly shaping our world.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

NYU Center for Data Science

JUNE 2, 2023

Utilizing the company’s proprietary pricing algorithm, he helped launch a hedge fund that deployed the algorithm for high volume intraday trading. In 2018, Louis received his PhD in Statistics from Columbia University advised by Professor Daniel Rabinowitz.

Data Science 77

Data Science Algorithm Machine Learning Machine Learning 77

Hacker News

JULY 17, 2024

This is why the Algorithmic Justice League, a nonprofit that sheds light on AI harms, launched a campaign this month called “Freedom Flyers” to raise awareness of your right to opt out. She was referring to a roadmap released in 2018 by the TSA. The TSA’s own 2018 roadmap says they aim to use “live biometrics” in the future.

Database 181

Database Algorithm AI AI 181

DataRobot Blog

APRIL 1, 2018

Today’s data management and analytics products have infused artificial intelligence (AI) and machine learning (ML) algorithms into their core capabilities. 2] Gartner, Five Reasons to Begin Converging Application and Data Integration , Published: 12 March 2015 Refreshed: 05 February 2018, Analyst(s): Eric Thoo | Keith Guttridge. [3]

Analytics 40

Analytics Analytics Data Preparation Augmented Analytics 40

How to Learn Machine Learning

OCTOBER 10, 2024

Training data is the data you use to train an algorithm or machine learning model The quality of this data has a great impact on the model’s subsequent development, setting a powerful precedent for all future applications that use the same training data. Machine learning algorithms rely heavily on the data they are trained on.

Machine Learning 52

Machine Learning Machine Learning Data Quality Algorithm 52

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., Understanding the robustness of image segmentation algorithms to adversarial attacks is critical for ensuring their reliability and security in practical applications.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Smart Data Collective

JANUARY 27, 2021

A number of new predictive analytics algorithms are making it easier to forecast price movements in the cryptocurrency market. The researchers analyzed daily market data from nearly 1,700 cryptocurrencies that were sold between November 2015 and April 2018. The accuracy of these machine learning algorithms is also important.

Machine Learning 139

Machine Learning Machine Learning Predictive Analytics Algorithm 139

Dataconomy

OCTOBER 5, 2023

AI practitioners choose an appropriate machine learning model or algorithm that aligns with the problem at hand. The objective is to minimize this loss Backpropagation is employed to adjust the model’s parameters using an optimization algorithm like gradient descent. The next critical step is model selection.

AI 136

AI AI Artificial Intelligence Artificial Intelligence 136

Data Science 101

JUNE 3, 2019

Playing Atari with Deep Reinforcement Learning (2013) – A bit older, but a classic in the reinforcement learning literature Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning (2018) – title sums it up Borg, Omega, and Kubernetes (2016) – Kubernetes is widely used and this is one of the early papers Integer (..)

Data Science 96

Data Science Machine Learning Machine Learning Algorithm 96

Hacker News

JUNE 1, 2023

This is what I wrote in Click Here to Kill Everybody (2018): I am less worried about AI; I regard fear of AI more as a mirror of our own society than as a harbinger of the future. AI and intelligent robotics are the culmination of several precursor technologies, like machine learning algorithms, automation, and autonomy.

AI 179

AI AI Artificial Intelligence Artificial Intelligence 179

Dataconomy

FEBRUARY 19, 2024

The DSA emphasizes user safety, calling for platforms to explain their content moderation decisions and how their algorithms make recommendations. These bans typically cite concerns over inappropriate content Indonesia : Indonesia temporarily blocked TikTok in 2018 due to concerns regarding blasphemy and pornography.

Algorithm 113

Algorithm 113

Dataconomy

OCTOBER 14, 2024

The app only launched internationally in 2018, and it’s already one of the most downloaded apps in the world. The platform’s algorithm favours original, entertaining content that gets engagement. TikTok currently has over 1 billion monthly active users globally. TikTok’s growth has been meteoric.

Algorithm 103

Algorithm 103

Smart Data Collective

DECEMBER 3, 2021

The Bureau of Labor Statistics reports that there were over 31,000 people working in this field back in 2018. You can also use your knowledge of big data to create AI algorithms that will prevent fraud in games that involve spending money. Are you looking to get a job in big data? That could be a wise career move.

Machine Learning 120

Machine Learning Machine Learning Data Science Big Data 120

Smart Data Collective

NOVEMBER 17, 2021

85,000 jobs disappeared from the retail sector in the first quarter of 2018, and about 30,000 retailers reported financial difficulties. from prior periods as of 2018. Everything will be done based on a repeatable algorithm. In the U.K., This will of course ensure a higher product quality.

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 131

ODSC - Open Data Science

MARCH 22, 2023

Cleanlab is an open-source software library that helps make this process more efficient (via novel algorithms that automatically detect certain issues in data) and systematic (with better coverage to detect different types of issues). Data-centric AI instead asks how we can systematically engineer better data through algorithms/automation.

ML 88

ML ML AI AI 88

Towards AI

DECEMBER 28, 2023

Black box algorithms such as xgboost emerged as the preferred solution for a majority of classification and regression problems. Later, Python gained momentum and surpassed all programming languages, including Java, in popularity around 2018–19.

Natural Language Processing 105

Natural Language Processing Deep Learning Deep Learning Python 105

Smart Data Collective

JANUARY 14, 2021

A research project from Israel is helping solve the problem of overwhelming email messages by using big data algorithms to sort through email content more effectively. Mark Last, a professor with Ben Gurion University worked with his colleagues to develop some big data algorithms to summarize text more efficiently.

Big Data 103

Big Data Big Data Machine Learning Machine Learning 103

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.

Natural Language Processing 98

Natural Language Processing Algorithm Machine Learning Machine Learning 98

Ocean Protocol

OCTOBER 8, 2024

Using historical data from the 2018–2023 Mexico Grand Prix and race data from the 2024 season, participants will analyze variables such as lap times, stint numbers, tire compounds, and pit stop timing. Evaluation will focus on the accuracy of predictions, with the Ocean team testing the models post-race to assess their performance.

Machine Learning 45

Machine Learning Machine Learning Data Science Data Scientist 45

ML @ CMU

DECEMBER 29, 2023

These factors introduce noise that can affect hyperparameter tuning algorithms and lead to suboptimal model selection. However, FL is still vulnerable to post-hoc attacks where the public output of the FL algorithm (e.g. that are fed into an FL training algorithm (more details in the next section). Source: Hyperband (Li et al.

Algorithm 218

Algorithm Machine Learning Machine Learning ML 218

Hacker News

MAY 6, 2023

I first ran across the Dartmouth group photo in 2018, when I was gathering material for Ray’s memorial website. Scientists interested in this latter approach were also represented at Dartmouth and later championed the rise of symbolic logic, using heuristic and algorithmic processes, which I’ll discuss in a bit.

AI 168

AI AI Artificial Intelligence Artificial Intelligence 168

ODSC - Open Data Science

APRIL 28, 2023

Furthermore, data enrichment can help ensure that AI algorithms are trained on diverse data, reducing the risk of bias. Adding datasets for underrepresented groups can help ensure that AI algorithms are not perpetuating any preexisting biases. Tendü received her Ph.D. in Computer Engineering from Bosphorus University in Istanbul.

ML 98

ML ML Data Silos AI 98

DagsHub

JUNE 3, 2024

In 2018, there were extensive news reports that an Uber self-driving car made an accident with a pedestrian in Tempe, Arizona. Image Credits: The New York Times Read more: [link] In another 2018 story , Amazon was found to show bias toward male candidates in the recruitment process because of an issue with their AI-powered HR recruiting tool.

Machine Learning 52

Machine Learning Machine Learning Decision Trees ML 52

Heartbeat

MARCH 14, 2023

By incorporating computer vision methods and algorithms into robots, they are able to view and understand their environment. Object recognition and tracking algorithms include the CamShift algorithm , Kalman filter , and Particle filter , among others.

Deep Learning 97

Deep Learning Deep Learning Algorithm Machine Learning 97

Mlearning.ai

MAY 5, 2023

These models, which are based on artificial intelligence and machine learning algorithms, are designed to process vast amounts of natural language data and generate new content based on that data. It wasn’t until the development of deep learning algorithms in the 2000s and 2010s that LLMs truly began to take shape.

Natural Language Processing 98

Natural Language Processing Deep Learning Deep Learning Exploratory Data Analysis 98

Data Science Dojo

JUNE 26, 2023

In order to learn the nuances of language and to respond coherently and pertinently, deep learning algorithms are used along with a large amount of data. The BERT algorithm has been trained on 3.3 A Google AI language model called Bidirectional Encoder Representations from Transformers (BERT) was introduced in 2018.

Deep Learning 195

Deep Learning Deep Learning Algorithm Artificial Intelligence 195

Smart Data Collective

DECEMBER 15, 2022

In 2018, Blake Morgan wrote an article in Forbes detailing how Amazon rebranded itself around AI. Algorithm Optimization. Google’s algorithm has to be “pleased” if you want to rank well and have your brand exposed to consumers. Ecommerce giants like Amazon are finding creative ways to leverage AI.

AI 134

AI AI Algorithm Artificial Intelligence 134

Universe of Data Science

DECEMBER 4, 2021

2018) in R. An Algorithm for Estimating Box-Cox Transformation Parameter in ANOVA. In this part, we will use AADT dataset available in AID package (Dag and Ilk, 2017). library(AID) data(AADT) Before we go ahead, let’s obtain descriptive statistics for each group with describe() function available in onewaytests (Dag et al., Konar, N.M.

Data Science 52

Data Science Algorithm 52

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 AI 52

Towards AI

JULY 23, 2023

Year and work published Generative Pre-trained Transformer (GPT) In 2018, OpenAI introduced GPT, which has shown, with the implementation of pre-training, transfer learning, and proper fine-tuning, transformers can achieve state-of-the-art performance. So, the authors have used a two-stage process, following what we do as humans.

Natural Language Processing 74

Natural Language Processing Supervised Learning Deep Learning Deep Learning 74