Explosion

DECEMBER 17, 2013

This post explains how transition-based dependency parsers work, and argues that this algorithm represents a break-through in natural language understanding. This post was written in 2013. A concise sample implementation is provided, in 500 lines of Python, with no external dependencies.

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Towards AI

APRIL 8, 2024

Word2Vec, a widely-adopted NLP algorithm has proven to be an efficient and valuable tool that is now applied across multiple domains, including recommendation systems. While numerous techniques have been explored, methods harnessing natural language processing (NLP) have demonstrated strong performance.

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Mlearning.ai

AUGUST 6, 2023

As described in the previous article , we want to forecast the energy consumption from August of 2013 to March of 2014 by training on data from November of 2011 to July of 2013. Experiments Before moving on to the experiments, let’s quickly remember what’s our task.

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O'Reilly Media

APRIL 23, 2024

Why is it that Amazon, which has positioned itself as “the most customer-centric company on the planet,” now lards its search results with advertisements, placing them ahead of the customer-centric results chosen by the company’s organic search algorithms, which prioritize a combination of low price, high customer ratings, and other similar factors?

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Smart Data Collective

MAY 6, 2019

Launching in 2013, CoinMama has a significant amount of experience over some of the other top bitcoin trading sites on our list. Their big data algorithms are vital to ensuring the efficiency of their trades. It also launched in 2013 but offers loads more than CoinMama.

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Pickl AI

JULY 12, 2023

The Matrix is mainly a world simulated for creating and controlling machines, which use data and algorithms to maintain the illusion of reality. His work involves analyzing vast amounts of encrypted data, searching for patterns, and developing algorithms to decrypt the messages.

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Explosion

FEBRUARY 18, 2015

The short story is, there are no new killer algorithms. The way that the tokenizer works is novel and a bit neat, and the parser has a new feature set, but otherwise the key algorithms are well known in the recent literature. Part-of-speech Tagger In 2013, I wrote a blog post describing how to write a good part of speech tagger.

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Smart Data Collective

OCTOBER 13, 2021

Fast Company wrote about this back in 2013 when they said that Big Data is Rewriting Hollywood Scripts. Tools like this use complex data-driven algorithms to come up with the best deck examples for aspiring screenwriters. Professionals throughout the industry are looking for ways to integrate big data into their jobs.

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Heartbeat

DECEMBER 14, 2023

From 2013 to 2023, he divided his time working for Google (Google Brain) and the University of Toronto, before publicly announcing his departure from Google in May 2023 citing concerns about the risks of artificial intelligence (AI) technology. Hinton is viewed as a leading figure in the deep learning community.

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AWS Machine Learning Blog

MAY 24, 2023

Data suggests high-risk and suspected fraudulent mortgage activity is on the rise, noting a 52% increase in suspected fraudulent mortgage applications since 2013. This solution rides on a more significant global wave of increasing mortgage fraud, which is worsening as more people present fraudulent proofs to qualify for loans.

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Smart Data Collective

DECEMBER 11, 2019

In 2013, Wired published a very interesting article about the role of big data in the field of integrated business systems. Timesheets that use complex AI algorithms to integrate with the accounting software will ensure you are able to manage employee tracking and payroll processes with far more efficiency.

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PyImageSearch

NOVEMBER 13, 2023

One of the most popular deep learning-based object detection algorithms is the family of R-CNN algorithms, originally introduced by Girshick et al. Since then, the R-CNN algorithm has gone through numerous iterations, improving the algorithm with each new publication and outperforming traditional object detection algorithms (e.g.,

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Flipboard

JULY 1, 2023

In a paper presented earlier this year at the European Space Agency’s second NEO and Debris Detection Conference in Darmstadt, Germany, Fabrizio Piergentili and colleagues presented results of their evolutionary “genetic” algorithm to monitor the rotational motion of space debris.

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Dataconomy

JUNE 8, 2023

These technologies leverage sophisticated algorithms to process vast amounts of medical data, helping healthcare professionals make more accurate decisions. By leveraging machine learning algorithms, AI systems can analyze medical images, such as X-rays, MRIs, and CT scans, with remarkable accuracy and speed.

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Heartbeat

DECEMBER 8, 2023

This includes cleaning and transforming data, performing calculations, or applying machine learning algorithms. Williams, Hinton was co-author of a highly cited paper published in 1986 that popularised the backpropagation algorithm for training multi-layer neural networks, although they were not the first to propose the approach.

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Snorkel AI

FEBRUARY 6, 2024

If you think about simple ingredients in the “cooking show” of AI—models, algorithms, and data—a lot of the models and algorithms have gotten a lot more black box; a lot more commoditized; frankly, available in the most positive sense. I like that highlight—it’s not just about a fancy fine-tuning algorithm.

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Snorkel AI

FEBRUARY 6, 2024

If you think about simple ingredients in the “cooking show” of AI—models, algorithms, and data—a lot of the models and algorithms have gotten a lot more black box; a lot more commoditized; frankly, available in the most positive sense. I like that highlight—it’s not just about a fancy fine-tuning algorithm.

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Smart Data Collective

JULY 28, 2022

Fortunately, new predictive analytics algorithms can make this easier. Predictive analytics algorithms are more effective at anticipating price patterns when they are designed with the right variables. This algorithm proved to be surprisingly effective at forecasting bitcoin prices. For further information explore quantum code.

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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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AWS Machine Learning Blog

MARCH 15, 2024

To mitigate these risks, the FL model uses personalized training algorithms and effective masking and parameterization before sharing information with the training coordinator. He entered the big data space in 2013 and continues to explore that area. These facilitate the development and deployment of FL solutions.

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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.

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Dataconomy

NOVEMBER 20, 2023

in computer science in 2013 under the guidance of Geoffrey Hinton. His work on the sequence-to-sequence learning algorithm and contributions to TensorFlow underscore his commitment to pushing AI’s boundaries. Fast forward to the early 2000s, and Sutskever is honing his math skills at the Open University of Israel.

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Dataconomy

MAY 2, 2023

He is credited with developing some of the key algorithms and concepts that underpin deep learning, such as capsule networks. Hinton joined Google in 2013 as part of its acquisition of DNNresearch, a startup he co-founded with two of his former students, Ilya Sutskever and Alex Krizhevsky.

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AWS Machine Learning Blog

JUNE 23, 2023

The dataset includes credit card transactions in September 2013 made by European cardholders. To understand more about PCA and dimensionality reduction, refer to Principal Component Analysis (PCA) Algorithm. For Training method and algorithms , select Auto. Choose Add step. Choose Dimensionality Reduction.

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Mlearning.ai

MAY 18, 2023

In the Beginning The first object detection algorithm is difficult to pinpoint to a single specific algorithm, as the field of object detection has evolved over several decades with numerous contributions. The development of region-based convolutional neural networks (R-CNN) in 2013 marked a crucial milestone.

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Dataconomy

MAY 24, 2023

Different blockchain networks may use various consensus algorithms such as proof-of-work (PoW), proof-of-stake (PoS), or other innovative protocols to achieve consensus. We don’t know, but it is undoubtedly one of the oldest and most established blockchain platforms introduced in 2013.

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Explosion

DECEMBER 17, 2013

I wrote this blog post in 2013, describing an exciting advance in natural language understanding technology. Today, almost all high-performance parsers are using a variant of the algorithm described below (including spaCy). This doesn’t just give us a likely advantage in learnability; it can have deep algorithmic implications.

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Hacker News

FEBRUARY 24, 2024

E In a 2013 study, Sandberg and his colleague Stuart Armstrong suggested deploying automated self-replicating robots on Mercury to build a Dyson swarm. Simon watched the spores catch the light and flash away into interstellar space. You know we won’t shut you down. Heaven will be kept running as long as Paradise exists.

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Mlearning.ai

JULY 31, 2023

The repository includes embedding algorithms, such as Word2Vec, GloVe, and Latent Semantic Analysis (LSA), to use with their PIP loss implementation. As such, I’ve adapted and converted the simplest algorithm (LSA) and PIP loss implementations with PyTorch and guided comments for more flexibility. Dosovitskiy, A., Kolesnikov, A.,

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Heartbeat

DECEMBER 27, 2023

However, the emergence of the open-source Docker engine by Solomon Hykes in 2013 accelerated the adoption of the technology. catboost is the machine learning algorithm for model building. The model can be improved with more comprehensive preprocessing, hyperparameter tuning, and algorithm choices. What is Docker? Flask==2.1.2

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ML Review

MARCH 5, 2019

Word embeddings Visualisation of word embeddings in AI Distillery Word2vec is a popular algorithm used to generate word representations (aka embeddings) for words in a vector space. Then, the algorithm proceeds with the following word as the new centre word, i.e. “learning”, sets up the new context, and repeats the same procedure.

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PyImageSearch

OCTOBER 2, 2023

VAEs were introduced in 2013 by Diederik et al. It serves as a direct drop-in replacement for the original Fashion-MNIST dataset for benchmarking machine learning algorithms, with the benefit of being more representative of the actual data tasks and challenges. in their paper Auto-Encoding Variational Bayes.

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DrivenData Labs

DECEMBER 7, 2023

Summary of approach : Using a downsampling method with ChatGPT and ML techniques, we obtained a full NEISS dataset across all accidents and age groups from 2013-2022 with six new variables: fall/not fall, prior activity, cause, body position, home location, and facility. What motivated you to participate? : race and sex).

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Explosion

FEBRUARY 28, 2017

Without supervision, you’re stuck with whatever default relationship the unsupervised algorithm happens to recover. There’s no way for the algorithm to guess what you want, unless you tell it — with example data. However, it’s also a crucial advantage: it lets you use labelled data, to customize the relationships being classified.

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ML Review

JUNE 4, 2018

Finally, one can use a sentence similarity evaluation metric to evaluate the algorithm. One such evaluation metric is the Bilingual Evaluation Understudy algorithm, or BLEU score. The idea of sampling an attention trajectory as an estimation was taken from a Reinforcement Learning algorithm called REINFORCE[88]. Paragios N.

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ODSC - Open Data Science

FEBRUARY 29, 2024

The Facebook AI Research Lab (FAIR) Established in 2013, FAIR has quickly become one of the most influential AI research labs in the world, partially when it comes to open-source technology and models such as Llama 2. Notably, BAIR recently unveiled a pioneering algorithm that revolutionizes the efficiency of deep learning models.

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ML Review

MAY 3, 2018

17] “ LipNet ” introduces the first approach for an end-to-end lip reading algorithm at sentence level. 27] LipNet also makes use of an additional algorithm typically used in speech recognition systems — a Connectionist Temporal Classification (CTC) output. Thus the algorithm is alignment-free. Vive Differentiable Programming!

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