Data Science 101

JUNE 3, 2019

Cloud Programming Simplified: A Berkeley View on Serverless Computing (2019) – Serverless computing is very popular nowadays and this article covers some of the limitations.

Data Science 96

Data Science Machine Learning Machine Learning Algorithm 96

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

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

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

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 Algorithm Machine Learning 52

Dataconomy

JUNE 16, 2023

Once Trendyol and Alibaba joined forces in 2018, they quickly became Turks’ go-to online shopping destination across almost all product types. He claims the newspaper took 500.000 TL (around $25,000 at the time) to publish articles against the regulation as other news outlets and individual reporters did too for various sums.

Algorithm 91

Algorithm 91

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. Our past article on this topic will give you some advice.

AI 134

AI AI Algorithm Artificial Intelligence 134

Heartbeat

MARCH 14, 2023

In this article, I would like to take a look at the current challenges in the field of robotics and discuss the relevance and applications of computer vision in this area. By incorporating computer vision methods and algorithms into robots, they are able to view and understand their environment.

Deep Learning 97

Deep Learning Deep Learning Algorithm Machine Learning 97

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

Towards AI

JULY 23, 2023

In this article, we aim to focus on the development of one of the most powerful generative NLP tools, OpenAI’s GPT. Step 1: We highlight the points from different articles to make a set of useful information. To perform this, extractive summarization methods like tf-idf, and text-rank algorithms have been used.

Natural Language Processing 78

Natural Language Processing Supervised Learning Deep Learning Deep Learning 78

Hacker News

MAY 6, 2023

When the photo was reprinted in Eliza Strickland’s October 2021 article “The Turbulent Past and Uncertain Future of Artificial Intelligence,” in IEEE Spectrum , the caption identified six people, plus one “unknown.” I first ran across the Dartmouth group photo in 2018, when I was gathering material for Ray’s memorial website.

AI 117

AI AI Artificial Intelligence Artificial Intelligence 117

Towards AI

JULY 20, 2023

An additional 2018 study found that each SLR takes nearly 1,200 total hours per project. As the capabilities of high-powered computers and ML algorithms have grown, so have opportunities to improve the SLR process. used ML and NLP to generate automatic summaries of full-text articles, achieving high rates of recall (91.2%

Natural Language Processing 81

Natural Language Processing ML ML Support Vector Machines 81

ODSC - Open Data Science

AUGUST 31, 2023

A Mongolian pharmaceutical company engaged in a pilot study in 2018 to detect fake drugs, an initiative with the potential to save hundreds of thousands of lives. Laypeople surfing the internet, subject to targeted content based on algorithms, must train themselves to question every byte of data they interact with.

Natural Language Processing 98

Natural Language Processing AI AI Data Scientist 98

Towards AI

FEBRUARY 10, 2023

In this article, I aim to bring attention to the importance of knowing that, even though large AI models are impressive, there are often unacknowledged costs behind them. China’s data center industry gets 73% of its power from coal, emitting roughly 99 million tons of CO2 in 2018 [4].

AI 85

AI AI Natural Language Processing Artificial Intelligence 85

Mlearning.ai

FEBRUARY 10, 2023

In the previous articles, we saw there are two main components of error, called avoidable bias and variance. In this article, we will see how to address them. In the next article, I will discuss how you can identify and address your error using the insight from the learning curve. References [1].Ng, Ng, Andrew. URL: htts://info.

Machine Learning 52

Machine Learning Machine Learning Deep Learning Deep Learning 52

Dataconomy

MAY 29, 2023

With this article, you can learn more and explore how to use generative AI in Photoshop! Removing unwanted objects: You can now post the messy travel photo that you take 2018 In the digital age we live in now, the power of AI continues to amaze us. You don’t have to worry about that crowded travel photo you took in 2018.

AI 218

AI AI Artificial Intelligence Artificial Intelligence 218

Mlearning.ai

JULY 31, 2023

The Art of Turning Data Into Language This article is part of a series about the Transformer architecture. If you haven’t read the others, refer to the introductory article here. Yin and Shen (2018) accompany their research with a code implementation on GitHub here. Fortunately, there is; use an embedding loss. What’s Next?

Deep Learning 52

Deep Learning Deep Learning Supervised Learning Algorithm 52

Smart Data Collective

SEPTEMBER 11, 2020

An article in CISCOMAG talks about the benefits of using AI in improving network security. The number of IoT devices is projected to skyrocket from 10 billion to 64 billion between 2018 and 2025. Savvy technology evangelists recognize the importance of AI in the 21 st Century, especially as Internet technology continues to evolve.

Internet of Things 97

Internet of Things AI AI Artificial Intelligence 97

ODSC - Open Data Science

SEPTEMBER 21, 2023

After all, this is what machine learning really is; a series of algorithms rooted in mathematics that can iterate some internal parameters based on data. This is understandable: a report by PwC in 2018 suggested that 30% of UK jobs will be impacted by automation by the 2030s Will Robots Really Steal Our Jobs?

Machine Learning 98

Machine Learning Machine Learning ML ML 98

Dataconomy

JULY 18, 2023

The Kilobot platform provides researchers with a practical means to study and experiment with swarm robotics algorithms and concepts. Swarm intelligence algorithms are typically decentralized, meaning that they do not require a central controller. The robots were able to plant the rice more quickly and efficiently than human workers.

Algorithm 172

Algorithm Clustering Artificial Intelligence Artificial Intelligence 172

Heartbeat

JANUARY 29, 2024

At its core, Meta-Learning equips algorithms with the aptitude to quickly grasp new tasks and domains based on past experiences, paving the way for unparalleled problem-solving skills and generalization abilities. With Comet's integrated suite of tools, we will perform a meta-learning task using the Omniglot dataset.

Machine Learning 52

Machine Learning Machine Learning Natural Language Processing Algorithm 52

DataSeries

JUNE 4, 2023

In 2018, I wrote an article discussing the creation of the internet — whether intentional or accidental, I’ll leave that debate aside — for the purpose of establishing the foundation for artificial intelligence ( click here to read ). is not rocket science and nothing more than an algorithm. Consequently, A.I.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Algorithm Database 52

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.,

Deep Learning 120

Deep Learning Deep Learning Algorithm Support Vector Machines 120

ODSC - Open Data Science

MARCH 6, 2024

Artificial Intelligence has made significant strides since its inception, evolving from simple algorithms to highly advanced Neural Networks capable of performing sophisticated tasks such as generating completely new content, including images, audio, and video.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Natural Language Processing AI 52

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?

Algorithm 106

Algorithm AI AI Cloud Computing 106

AWS Machine Learning Blog

MAY 2, 2023

JumpStart provides many pre-trained language models called foundation models that can help you perform tasks such as article summarization, question answering, and conversation generation and image generation. If you have a large dataset, the SageMaker KNN algorithm may provide you with an effective semantic search.

Algorithm 72

Algorithm Machine Learning Machine Learning Natural Language Processing 72

Dataconomy

MAY 8, 2023

In this article, we will explain some of the best AI drawing generators and try to answer related questions like “Is AI drawing art,” “What AI drawing app is everyone using,” “How AI drawing works,” and more. AI drawing generators use machine learning algorithms to produce artwork What is AI drawing?

AI 194

AI AI Artificial Intelligence Artificial Intelligence 194

Chatbots Life

MAY 25, 2023

Announced in 2018, WhatsApp Business is the business version of the popular messaging app. With well-designed NLP algorithms and training, it gets a hold of user behavior and can offer a richer customer experience. What is WhatsApp Business App?

Algorithm 98

Algorithm 98

Mlearning.ai

JUNE 8, 2023

Hidden secret to empower semantic search This is the third article of building LLM-powered AI applications series. From the previous article , we know that in order to provide context to LLM, we need semantic search and complex query to find relevant context (traditional keyword search, full-text search won’t be enough).

Machine Learning 52

Machine Learning Machine Learning Clustering Database 52

Smart Data Collective

FEBRUARY 24, 2021

You might have received a lengthy email from your coworker, and you could simply press on the ‘Got it’ response suggested by Google’s AI algorithm to compose your reply. Earlier in 2019, the AI development company OpenAI developed a text-writing algorithm named GPT-2 that could use machine learning to generate content.

Machine Learning 91

Machine Learning Machine Learning Natural Language Processing AI 91

Heartbeat

OCTOBER 18, 2023

In this article, we embark on a journey to explore the transformative potential of deep learning in revolutionizing recommender systems. By leveraging the power of neural networks, deep learning techniques breathe new life into recommendation algorithms, empowering them to handle complex data and surpass the limitations of their predecessors.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Flipboard

AUGUST 25, 2023

An MIT article defines machine learning as a machine’s ability to “imitate intelligent human behavior.”) AI, with its powerful algorithms and data-driven approaches, has the potential to revolutionize the process of discovering new drugs.” They will be right if you define any form of machine learning to be AI.” (An

AI 123

AI AI Machine Learning Machine Learning 123

Cambridge Intelligence

JUNE 21, 2023

In this article, we’ll see how Core4ce’s cyber forensics platform, Cyberscape, uses KeyLines to help keep critical systems safe. Core4ce Cyberscape: unmasking cyber threats Since 2018, Core4ce’s team of data scientists, engineers, and cyber experts has helped the US federal government solve complex challenges with data.

Data Silos 52

Data Silos Data Scientist Database Algorithm 52

Smart Data Collective

JUNE 30, 2023

This article explores the benefits and limitations of AI in personal finance management and highlights tools and solutions for achieving financial goals. These tools use a variety of AI algorithms to help families set realistic expectations when it comes to budgeting for major expenses. We have an article on this topic.

AI 80

AI AI Artificial Intelligence Artificial Intelligence 80

Smart Data Collective

JUNE 24, 2023

In 2018, researchers used data mining and machine learning to detect Ponzi schemes in Ethereum. In this article, let’s explore one of crypto’s essential features: the crypto wallet. This technology relies on some of that same machine learning algorithms used to fight other forms of fraud. How Do Crypto Wallets Work?

Machine Learning 77

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 77

AWS Machine Learning Blog

MAY 5, 2023

Your prospective users are looking for an application that tells them which articles of clothing in their closet work well together. You see an opportunity here: if you can identify good outfits, you can use this to recommend new articles of clothing that complement the clothing a customer already owns.

Machine Learning 73

Machine Learning Machine Learning AWS ML 73

Mlearning.ai

APRIL 13, 2023

Support Vector Machine Support Vector Machine ( SVM ) is a supervised learning algorithm used for classification and regression analysis. Machine learning algorithms rely on mathematical functions called “kernels” to make predictions based on input data. Gaussian Kernels (Radial Basis Function) 4. Sigmoid Kernels 5.

Machine Learning 52

Machine Learning Machine Learning Data Scientist Support Vector Machines 52