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]

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Viso.ai

MAY 20, 2023

The YOLOv7 algorithm is making big waves in the computer vision and machine learning communities. In this article, we will provide the basics of how YOLOv7 works and what makes it the best object detector algorithm available today. in 2018 YOLOv4 model, released by Bochkovskiy et al. higher AP (average precision).

Algorithm 52

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Unite.AI

JULY 12, 2024

Acquired by Google in 2018, Socratic has become a go-to study companion for students looking for quick, reliable answers and in-depth explanations across a wide range of subjects, including math, science, literature, and social studies. Developed by Israeli startup EqsQuest Ltd.

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Marktechpost

APRIL 24, 2024

This article introduces deep reinforcement learning models, algorithms, and techniques. It will cover a brief history of deep RL, a basic theoretical explanation of deep RL networks, state-of-the-art deep RL algorithms, major application areas, and the future research scope in the field.

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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.

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Unite.AI

SEPTEMBER 29, 2023

In 2018, my friend Alex and I started Progressify, a mobile-first e-commerce storefront. Alex proposed that we use generative AI algorithms to create a digital clone of myself and seamlessly generate video content without the need for a camera, studio, or video editing.

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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.

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Unite.AI

SEPTEMBER 17, 2024

How Cybord’s AI Technology Works Founded in 2018 by CTO Dr. Eyal Weiss , Cybord developed its visual AI solution to address the widespread issue of defective and counterfeit components in electronic manufacturing. The company’s platform is already integrated into over 60 production lines worldwide, inspecting millions of components each day.

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Aiiot Talk

MAY 5, 2023

AI-based learning can boil education down to simply sharing facts or feeding users data based on an algorithm. AI-based learning can boil education down to simply sharing facts or feeding users data based on an algorithm” 4. Only teachers can provide the human guidance students need. “AI-based

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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.

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Unite.AI

APRIL 5, 2024

AI, in its essence, is not just an assembly of algorithms and datasets; it's a manifestation of our collective ingenuity, aimed at solving some of the most intricate challenges facing humanity. Back in 2018, we were a small AI startup trying to build a foundational model but the sheer cost was unjustifiable.

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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.

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Marktechpost

SEPTEMBER 27, 2024

AI systems can act on algorithms without human oversight, complicating the traditional understanding of intent. Automated Decision-Making and Unconscious Contracts AI systems, especially those with advanced algorithms, can autonomously negotiate and execute contracts. ” Duke Law Journal , 67(2), 313-382. Journal: Raskin, M.

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NVIDIA

JULY 5, 2023

To make reliable weather predictions and climate projections a reality within power budget limits, we rely on algorithmic improvements and hardware where NVIDIA GPUs are an alternative to CPUs,” said Oliver Fuhrer, head of numerical prediction at MeteoSwiss, the Swiss national office of meteorology and climatology.

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Unite.AI

AUGUST 3, 2023

Our generative AI solution employs proprietary algorithms and machine learning techniques to streamline the creation of video-based standard operating procedures (SOPs), optimize workflows, and facilitate quick, efficient access to information via AI-driven chat features. Are there other types of machine learning algorithms that are used?

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Dlabs.ai

JULY 19, 2023

Example: Algorithmic Bias in the UK A-level Grading To illustrate, consider a real-world example that occurred during the COVID-19 pandemic in the UK. With the traditional A-level exams canceled due to health concerns, the UK government used an algorithm to determine student grades.

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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.

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AI Impacts

SEPTEMBER 14, 2023

Here are some cruxes: If someone did a GPT-4-sized 4 training run in (say) 2018, how much weaker would it be than GPT-4? Maybe you can separate training compute from algorithmic progress as inputs to AI. Maybe if labs aren't increasing training compute, they can focus on algorithmic progress. See Epoch's Algorithmic Progress.

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Marktechpost

JULY 3, 2023

Predictive Analytics relies more specifically on using data, statistical algorithms, and machine learning techniques to forecast future outcomes based on historical and real-time data. Predictive Analytics utilizes various machine learning algorithms to build predictive models that can provide insights into future scenarios.

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NVIDIA

SEPTEMBER 12, 2023

For example, Xanadu is helping companies like Rolls-Royce develop quantum algorithms to design state-of-the-art jet engines for sustainable aviation and Volkswagen Group invent more powerful batteries for electric cars. Other researchers use quantum simulations to take chemistry and materials science to new levels.

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The Stanford AI Lab Blog

FEBRUARY 24, 2022

In this first post, we’ll analyze self-training , which is a very impactful algorithmic paradigm for semi-supervised learning and domain adaptation. In Part 2, we will use related theoretical ideas to analyze self-supervised contrastive learning algorithms, which have been very effective for unsupervised representation learning.

Deep Learning 40

Deep Learning Algorithm Explainability 40

Unite.AI

SEPTEMBER 16, 2024

The efforts began with GPT-1 in 2018, demonstrating the potential of transformer-based models for language tasks. In addition, improving the model’s self-fact-checking capabilities with advanced algorithms could ensure higher accuracy. This was followed by GPT-2 in 2019, which significantly improved upon its predecessor with 1.5

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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.

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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.

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IBM Journey to AI blog

AUGUST 2, 2024

The EU already enacted a comprehensive data privacy and security law in 2018 with the GDPR. Are you, as a purchaser of that software, educated enough in AI to understand the questions you need to ask about the algorithms?” That is a high-risk use case and comes with seven essential requirements that you have to comply with.

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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.

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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.

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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.

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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]. China’s data center industry gets 73% of its power from coal, emitting roughly 99 million tons of CO2 in 2018 [4].

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IBM Journey to AI blog

AUGUST 1, 2023

Foundation models: The driving force behind generative AI Also known as a transformer, a foundation model is an AI algorithm trained on vast amounts of broad data. An open-source model, Google created BERT in 2018. BERT (Bi-directional Encoder Representations from Transformers) is one of the earliest LLM foundation models developed.

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Unite.AI

OCTOBER 1, 2024

What motivated you to launch SiLC, and what challenges did you set out to address when founding the company in 2018? For mobility, our technology detects objects hundreds of meters away while using motion to enable prediction-based algorithms for early reactions with immunity to multi-user interference.

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IBM Journey to AI blog

MARCH 4, 2024

Cybersecurity While 5G’s algorithms are even more comprehensive than its predecessors, users are still vulnerable to cyberattacks. In 2018, the 3rd Generation Partnership Project (3FPP) set out to develop a new global standard for mobile networks to guide the development of devices and applications on 5G networks.

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AWS Machine Learning Blog

APRIL 3, 2023

Using NO TEARS , a continuous optimization algorithm for structure learning, the graph structure describing conditional dependencies between variables is learned from data, with a set of constraints imposed on edges, parent nodes, and child nodes that are not allowed in the causal model.

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AWS Machine Learning Blog

SEPTEMBER 23, 2024

Since its launch in 2018, Just Walk Out technology by Amazon has transformed the shopping experience by allowing customers to enter a store, pick up items, and leave without standing in line to pay. AI model training—in which curated data is fed to selected algorithms—helps the system refine itself to produce accurate results.

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AI Impacts

FEBRUARY 1, 2023

A faulty brake line on a car is not much of a concern to the public until the car is on public roads, and the facebook feed algorithm cannot be a threat to society until it is used to control what large numbers of people see on their screens. arXiv preprint arXiv:1803.03453 (2018). Preprint posted online February 24, 2018.

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Unite.AI

APRIL 11, 2024

The founding team at Lemurian Labs combines expertise in AI, compilers, numerical algorithms, and computer architecture, united by a single purpose: to reimagine accelerated computing. The story starts in early 2018. Can you walk us through your background and w hat got you into AI to begin with? That’s the best way out.

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NVIDIA

AUGUST 29, 2024

Soon after those papers were published in 2017 and 2018, Kiela and his team of AI researchers at Facebook, where he worked at that time, realized LLMs would face profound data freshness issues. As a result, a vibrant ecosystem of RAG-focused startups has formed.

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