Dataconomy

AUGUST 22, 2023

X is the future state of unlimited interactivity – centered in audio, video, messaging, payments/banking – creating a global marketplace for ideas, goods, services, and opportunities. WeChat strategy might not work in the United States Could WeChat’s model stand a chance in the U.S. Sound like a déjà vu moment?

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Iguazio

FEBRUARY 17, 2024

There are 2,394 Resources in 484 catalogs related to finance, covering topics like consumer price indexes, GDP estimates, prices and more. The database covers topics like market indicators, exchange rates, commodities, incomes and more. There are at least 5K finance-related datasets on Kaggle, covering a wide variety of topics.

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Smart Data Collective

MAY 7, 2019

One of the ways that big data is transforming local marketing is by optimizing Google Reviews. Most marketers know that positive Google reviews and ratings are essential for local companies. If your local business is hoping to attract younger customers , online reviews should be a big part of your marketing strategy.

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IBM Journey to AI blog

SEPTEMBER 20, 2023

AI and its many use cases have become a topic of public discussion no longer relegated to tech experts. At all levels of governments, from national entities to local governments, public employees must be ready for this new AI era. In our view, there are three main areas. The first is workforce transformation, or digital labor.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Large language models (LLMs) with their broad knowledge, can generate human-like text on almost any topic. This synergy enables more accurate topic modeling, content recommendation, and semantic search capabilities. However, their training on massive datasets also limits their usefulness for specialized tasks.

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AssemblyAI

SEPTEMBER 12, 2023

Media monitoring is the process of tracking, collecting, and analyzing mentions of brands, topics, or keywords across platforms. State-of-the-art models also deliver more than just speech-to-text capabilities, including sentiment analysis, topic detection, and more. What Is Media Monitoring?

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Becoming Human

FEBRUARY 1, 2023

As a large language model, I have been trained on a dataset of billions of words, giving me a wide range of knowledge and the ability to generate human-like text on a variety of topics.

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ODSC - Open Data Science

JULY 25, 2023

While questions about these topics complete my three-part series with ChatGPT about data centers, keep in mind that recommendations for how to use ChatGPT and other large language model (LLM)-based chatbots continue to evolve. Are cities and states providing tax breaks for data centers that are too high?

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AWS Machine Learning Blog

JANUARY 5, 2024

Collaboration – Data scientists each worked on their own local Jupyter notebooks to create and train ML models. If the model fails at metric validation, the notification is sent by a Lambda function to the target topic registered in Amazon Simple Notification Service (Amazon SNS).

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ODSC - Open Data Science

APRIL 20, 2023

Topics covered will range from ML-based recommendations to user-friendly interfaces. You’ll learn about best practices for tools, as well as state-of-the-art open-source tools, that you can use in your machine learning lifecycle. This session will use a genetic algorithm to illustrate this technique.

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The MLOps Blog

FEBRUARY 5, 2023

Let’s Install and setup Kafka locally so we can easily simulate the streaming data environment: !curl sleep 10 Create Kafka topics – for training and testing data: ! bin/kafka-topics.sh --create --bootstrap-server 127.0.0.1 : 9092 --replication-factor 1 --partitions 1 --topic cancer-train ! curl -sSOL [link] 3.3.2

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AWS Machine Learning Blog

OCTOBER 2, 2023

The custom inference component periodically runs the ML model with images from a local directory. Step Functions is a fully managed service that allows you to orchestrate these dedicated steps and design the workflow in the form of a state machine. For other topics and use cases, refer to our Machine Learning and IoT blogs.

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Hacker News

FEBRUARY 22, 2023

One of the coolest is the preview of some hot topics concerning Project Loom: virtual threads ( JEP 425 ) and structured concurrency ( JEP 428 ). In such an approach, every thread can use its own local variable to store information. However, this is a topic for another article. The pinned state is colored violet.

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Flipboard

MARCH 7, 2023

But in later months, other COVID trackers emerged and people were no longer as interested in tracking the virus’s spread on a state-by-state basis. But because the news changes every day, Artifact’s use of this Epsilon-Greedy algorithm also has to adapt as users’ own interests in topics grow and wane.

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Machine Learning Machine Learning Algorithm 122

AWS Machine Learning Blog

OCTOBER 10, 2023

The goal of FL is to improve the accuracy of ML models by using more data, while preserving the privacy and the locality of distributed datasets. Clients are compute nodes that perform local training. Clients train the global model with local data, then provide local models back to the server.

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AWS ML ML Algorithm 92

DrivenData Labs

MARCH 30, 2023

Innovation : Demonstrated advancement in the state-of-the-art of privacy technology, informed by above-described accuracy, privacy and efficiency factors. Innovation : How significantly does the attack improve on the state-of-the-art? Extent and ease of which privacy parameters can be tuned.

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Machine Learning Machine Learning Data Science Algorithm 162

Smart Data Collective

JULY 4, 2023

It is easy to see why this is an important topic of conversation in 2023. Global disasters can start in small, localized areas. Disaster restoration software helps automatically allocate via state-of-the-art AI algorithms. Fortunately, AI technology can help mitigate some of these issues.

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DrivenData Labs

MARCH 8, 2023

This blog post covers the following topics as they are in early 2023: A quick how-to guide on what you minimally need to do to adopt the modern packaging standards for most cases (with further reading for more complicated cases). local source or a tar.gz What are the recommended best practices when creating a Python package?

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PyImageSearch

DECEMBER 4, 2023

These vivid images were generated using Stable Diffusion, a state-of-the-art technique in Machine Learning, and it only took us four lines of code to create them! If you’re curious about how this was done, stay with us as we delve deeper into this fascinating topic. Here, the vibrancy of local life is on full display.

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ML ML Machine Learning Machine Learning 60

IBM Journey to AI blog

APRIL 18, 2024

It might answer questions about local culture and geography, even personalizing them based on the passenger’s interests. The exact nature of general intelligence in AGI remains a topic of debate among AI researchers. Mastering a topic? Imagine a self-driving car piloted by an AGI. Struggling with a concept?

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ODSC - Open Data Science

FEBRUARY 6, 2024

You’ll explore the breadth of capabilities of state-of-the-art LLMs like GPT-4 can deliver through hands-on code demos that leverage the Hugging Face and PyTorch Lightning Python libraries. Ditch all your tedious social plans and learn how to make your own AI friend powered by Large Language Models in this tutorial from Benjamin Batrosky.

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Big Data Analytics Big Data Analytics Big Data Big Data 52

Pickl AI

SEPTEMBER 1, 2023

Statistica.com has stated that till 2025, global data creation is supposed to grow more than 180 zettabytes. International Data Corporation (IDC) report states that Healthcare data will be experiencing a compound annual growth of 36% through 2025. Bill Gates once said, “Content is King,” but everyone knows that “Data is the Queen.”

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Smart Data Collective

NOVEMBER 12, 2019

Google currently has a ban on advertising any CBD products, Facebook only allows paid advertising for topical CBD products, and state and local laws are varied and complicated. So CBD gummy companies have to get creative in the ways that they reach their customers. Most methods would not even be possible if not for big data.

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O'Reilly Media

JULY 18, 2023

advisor (and soon-to-be faculty colleague) Philip Guo and I are presenting a research paper at the International Computing Education Research conference (ICER) on this very topic. I’m Sam Lau from UC San Diego, and my Ph.D. Also, since AI tools are typically trained on U.S./English-centric slang) from their countries.

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Google Research AI blog

APRIL 30, 2023

If you’re registered for ICLR 2023, we hope you’ll visit the Google booth to learn more about the exciting work we’re doing across topics spanning representation and reinforcement learning, theory and optimization, social impact, safety and privacy, and applications from generative AI to speech and robotics.

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Google Research AI blog

FEBRUARY 7, 2023

Posted by Sanjiv Kumar, VP and Google Fellow, Google Research (This is Part 4 in our series of posts covering different topical areas of research at Google. With this setup, after a suitable forward-backward pass , LocoProp proceeds to perform parallel updates to each layer’s “local loss”. You can find other posts in the series here.)

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AWS Machine Learning Blog

APRIL 16, 2024

Additionally, we explore topics such as version control, aliases, integrating AWS Lambda functions, creating conditional branches, and enabling logging. See the following code: BotLocales: - LocaleId: "en_US" Description: "en US locale" NluConfidenceThreshold: 0.40 The details of these nodes are demonstrated in the provided template.

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Dataconomy

AUGUST 2, 2023

The present reality of autonomous vehicles While it is hard to get accurate and precise data on this topic, most tech industry experts think that there are currently around 1,400 autonomous, driverless cars on the road in the US today. Of course, the flip side here is that the United States’ 2.5 But there is a very severe cost to this.

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AI AI 168

PyImageSearch

OCTOBER 16, 2023

You can use Docker to create, handle, manipulate, and run containers on your system locally. My mission is to change education and how complex Artificial Intelligence topics are taught. It can also be used on Cloud-based providers (e.g., AWS , GCP , Azure , DigitalOcean , etc.) to set up containerized workflows. nvidia/pytorch:23.07-py3

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Deep Learning Deep Learning Machine Learning Machine Learning 128

Mlearning.ai

JANUARY 26, 2023

Using Slido.com, participants were asked to respond anonymously to polls and word clouds on these topics, as well as to ask questions to the presenters. ARCO and 4C’s For state-of-the-art data cubes it is important to emphasize the following term “ARCO” = Analysis-Ready Cloud Optimized ( Stern et al., Poll results can be seen below.

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ODSC - Open Data Science

JULY 20, 2023

Part 1 of this series introduced readers to ChatGPT and how it can be used to learn more about a topic (specifically, data centers) that has many different technical, business, environmental, political, and economic considerations. Having multiple data centers is important for multinational companies because it allows them to: 1.

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Dataconomy

JULY 18, 2023

Instead, the robots in a swarm communicate with each other and coordinate their actions locally. Collective localization enables robots within the swarm to determine their position and orientation relative to each other by establishing a local coordinate system.

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

Sentiment Analysis Tool – To identify and score sentiments on a topic using Amazon Comprehend. These functions can either be called locally within the agent or deployed as Lambda functions that the agent can invoke. Python Calculation Tool – To use for mathematical calculations.

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AWS AI AI ML 101

Flipboard

OCTOBER 9, 2023

You can use Docker to create, handle, manipulate, and run containers on your system locally. With the NVIDIA Container Toolkit, you can use containers to simplify driver setup and experiment rapidly on any hardware, whether on your local machine or the cloud. This is very similar to using GitHub with Git on a local machine.

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AWS Machine Learning Blog

FEBRUARY 1, 2024

The embedding model could be a performance bottleneck, regardless of whether you run it locally in the pipeline or call an external model. If the model runs locally, you need to assign work based on GPU capacity. He also holds an MBA from Colorado State University. Randy DeFauw is a Senior Principal Solutions Architect at AWS.

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ODSC - Open Data Science

JANUARY 29, 2024

Many tools and topics we know are popular have yet to make it here. This allows a contextual understanding of previous messages and provides stateful behavior With frequent feature releases and being an open-source project, LangChain is poised to be a favored platform for prompt engineers.

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Data Science Machine Learning Machine Learning Natural Language Processing 52

DrivenData Labs

JANUARY 22, 2024

The objective of the competition is to link spans of text in clinical notes with specific topics in the SNOMED CT clinical terminology. This is simply due to the fact that # DebertaV2ForTokenClassification loads the DebertaV2 model first, then # initializes a random header model before restoring the states of the # TokenClassifer.

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