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 83

Data Science Algorithm Machine Learning Machine Learning 83

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 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

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

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 178

AI AI Artificial Intelligence Artificial Intelligence 178

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

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 122

Natural Language Processing Deep Learning Deep Learning Python 122

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 118

Machine Learning Machine Learning Data Science Big Data 118

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

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

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 163

AI AI Artificial Intelligence Artificial Intelligence 163

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

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

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

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

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

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. dollars apiece.

Natural Language Processing 98

Natural Language Processing ML ML Support Vector Machines 98

Smart Data Collective

SEPTEMBER 30, 2022

The landscape of blockchain-driven solutions: from 2018 to 2022. In 2018-2019, budding blockchain-based advertising projects provided the first opportunity to buy clean and secure traffic, enriched with genuine data about ad campaign performance. Globally, ad fraud will most certainly cost advertisers $81 billion in 2022.

Database 138

Database Algorithm AI AI 138

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

AWS Machine Learning Blog

MAY 2, 2023

There are a few limitations of using off-the-shelf pre-trained LLMs: They’re usually trained offline, making the model agnostic to the latest information (for example, a chatbot trained from 2011–2018 has no information about COVID-19). If you have a large dataset, the SageMaker KNN algorithm may provide you with an effective semantic search.

Algorithm 75

Algorithm Machine Learning Machine Learning Natural Language Processing 75

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

Heartbeat

AUGUST 23, 2023

Consider a scenario where legal practitioners are armed with clever algorithms capable of analyzing, comprehending, and extracting key insights from massive collections of legal papers. Algorithms can automatically detect and extract key items. But what if there was a technique to quickly and accurately solve this language puzzle?

Natural Language Processing 52

Natural Language Processing Algorithm Artificial Intelligence Artificial Intelligence 52

Smart Data Collective

SEPTEMBER 11, 2020

The number of IoT devices is projected to skyrocket from 10 billion to 64 billion between 2018 and 2025. By mimicking human intelligence and analyzing data with inbuilt algorithms, this technology is revolutionizing users’ networking experience. AI has made it even more viable than ever.

Internet of Things 97

Internet of Things AI AI Artificial Intelligence 97

Smart Data Collective

MARCH 8, 2021

The total amount of new data will increase to 175 zettabytes by 2025 , up from 33 zettabytes in 2018. There are no universal algorithms for exploring data. According to a forecast by IDC and Seagate Technology, the global data sphere will grow more than fivefold in the next seven years.

Big Data 143

Big Data Big Data Predictive Analytics Data Analysis 143

Smart Data Collective

OCTOBER 13, 2020

In 2018, a study from the University of Bremen in Germany discussed some of the implications of big data for the altcoin industry. They found that predictive analytics algorithms were using social media data to forecast asset prices. Do Predictive Analytics Algorithms Show that Altcoins Are Giving Bitcoin A Run for Its Money?

Predictive Analytics 100

Predictive Analytics Analytics Analytics Big Data 100

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. Reptile is a meta-learning algorithm that falls under model-agnostic meta-learning approaches.

Machine Learning 52

Machine Learning Machine Learning Natural Language Processing Algorithm 52

AWS Machine Learning Blog

OCTOBER 5, 2023

Xin Huang is a Senior Applied Scientist for Amazon SageMaker JumpStart and Amazon SageMaker built-in algorithms. He focuses on developing scalable machine learning algorithms. From 2015–2018, he worked as a program director at the US NSF in charge of its big data program. He founded StylingAI Inc.,

AWS 99

AWS Machine Learning Machine Learning Deep Learning 99

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 108

Algorithm AI AI Cloud Computing 108

Alation

FEBRUARY 13, 2020

By matching landmarks on the human face or identifying patterns in speech rate, pitch range, intensity, and voice quality, AI is able to detect human emotions — some algorithms can even detect 10-different emotions. AI is not a fad, algorithmic decision-making is inevitable. Human Curation + Machine Learning.

Machine Learning 52

Machine Learning Machine Learning Analytics Analytics 52

Data Science 101

APRIL 26, 2019

Go Machine Learning Projects (2018) – this book uses gonum and gorgonia in the examples Machine Learning with Go (2017). In short, Golang is not widely used for exploratory data science, but rewriting your algorithms in Golang might be a good idea. Golang Data Science Books. Thoughts from the Community.

Data Science 111

Data Science Machine Learning Machine Learning Python 111

Dataconomy

SEPTEMBER 4, 2023

Predictive analytics: Predictive analytics leverages historical data and statistical algorithms to make predictions about future events or trends. Machine learning and AI analytics: Machine learning and AI analytics leverage advanced algorithms to automate the analysis of data, discover hidden patterns, and make predictions.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

Smart Data Collective

APRIL 22, 2021

Some predictive analytics algorithms could even provide actionable insights based on this info, suggesting safety improvements teams would’ve otherwise missed. generated 600 million tons of construction and demolition debris in 2018. The sector accounted for 39% of energy-related carbon emissions globally in 2018.

Big Data 110

Big Data Big Data Big Data Analytics Big Data Analytics 110

Heartbeat

DECEMBER 14, 2023

LeCun received the 2018 Turing Award (often referred to as the "Nobel Prize of Computing"), together with Yoshua Bengio and Geoffrey Hinton, for their work on deep learning. He is also one of the main creators of the DjVu image compression technology (together with Léon Bottou and Patrick Haffner).

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Cambridge Intelligence

DECEMBER 17, 2022

After our successful prediction of the 2018 FIFA World Cup winners the sensible thing to do would have been to quit while we were ahead. Visualizing every player at the FIFA World Cup 2022 Read on to see which algorithm the theory is based on, and how our other predictions fared as the tournament progressed all the way to the final.

Algorithm 52

Algorithm 52

Flipboard

FEBRUARY 2, 2023

There are around 3,000 and 4,000 plays from four NFL seasons (2018–2021) for punt and kickoff plays, respectively. Models were trained and cross-validated on the 2018, 2019, and 2020 seasons and tested on the 2021 season. The player tracking data contains the player’s position, direction, acceleration, and more (in x,y coordinates).

Cross Validation 93

Cross Validation ML ML Machine Learning 93

Heartbeat

OCTOBER 18, 2023

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. Netflix’s movies and TV shows are recommended based on user ratings, viewing history, and platform interactions.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Smart Data Collective

AUGUST 9, 2022

The number increased 56% between 2017 and 2018. It includes using data analytics to coordinate testing, create AI algorithms to automate processes and learn from simulated attacks to ensure security at every development step. The risk of data breaches is rising sharply. Fortunately, new technology can help enhance cybersecurity.

Big Data 113

Big Data Big Data Azure Analytics 113