AssemblyAI

FEBRUARY 22, 2024

The best Speech-to-Text APIs can transcribe real-time and asynchronous audio and video streams at near-human-level accuracy. Some even provide time-stamped summaries to make matching the text summary to the appropriate point in the audio or video stream easier for end users.

AI 59

AI AI Analytics Analytics 59

Mlearning.ai

AUGUST 10, 2023

This post shows how to setup the basics of GCP data streaming to a BigQuery table. Specify locations and default parameters Below is a list of required parameters to set for creating a Dataflow Schedule to stream data from a url. An outline of which items to use to save data from a website URL.

Power BI 52

Power BI Database Tableau Python 52

AssemblyAI

AUGUST 27, 2023

Choosing the best Speech-to-Text API , AI model, or open source engine to build with can be challenging. Or simply want to play around with an API or AI model or test an API before committing to building with one? Looking for a powerful Speech-to-Text API or AI model? Looking for a powerful Speech-to-Text API or AI model?

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AWS AI AI Python 98

AssemblyAI

MARCH 3, 2024

  Top Speech-to-Text APIs , for example, can transcribe audio and video stream data, like customer survey responses, at near-perfect accuracy for both asynchronous and real-time transcription. Some also offer Speaker Diarization models that automatically detect and label multiple speakers in an audio or video stream.

AI 59

AI AI Clustering Data Analysis 59

Data Science Connect

JULY 26, 2023

An insightful article sheds light on strategies for monetizing data assets effectively, and as data scientists, we delve into this topic to explore the various approaches organizations can take to maximize their return on investment (ROI) from data assets. These offerings can be sold to other businesses, researchers, or even consumers.

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phData

JANUARY 30, 2024

Until recent developments in the research community, traditional natural language processing focused on text classification, topic modeling, or simple sentiment analysis. Specifically we’ll show how to connect your code directly to ChatGPT using the Chat Completions API. The OpenAI Chat API charges per token read and generated.

Database 52

Database Python Natural Language Processing Deep Learning 52

IBM Journey to AI blog

APRIL 2, 2024

IBM MQ boasts the ability to seamlessly integrate with other processing tools with its connectors (including Kafka connectors), APIs and standard messaging protocols. With increasing amounts of data inundating your business operations, you need a streaming platform that helps you monitor the data and act on it before it’s too late.

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Pickl AI

JULY 10, 2023

To scrape twitter data using Python, you need to know about Data Scraping and the two Application Programming Interface (APIs) including Tweepy and Twint. By scraping Twitter data, you can identify popular hashtags, trending topics, and viral content. Read the blog to learn more! What is Data Scraping?

Python 52

Python Data Science Natural Language Processing Data Analysis 52

AWS Machine Learning Blog

APRIL 4, 2024

However, delivering truly personalized recommendations presents several key challenges: Capturing diverse user interests – News can span many topics and even within specific topics, readers can have varied interests. This results in customized news feeds that surface the topics and sources most relevant to an individual user.

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ODSC - Open Data Science

MAY 22, 2023

Hilpisch | The AI Quant | CEO The Python Quants & The AI Machine, Adjunct Professor of Computational Finance This session will cover the essential Python topics and skills that will enable you to apply AI and Machine Learning (ML) to Algorithmic Trading. Using this Jupyter Lab interface you’ll learn about the basics of Python programming.

Data Science 97

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AssemblyAI

FEBRUARY 28, 2024

Top speech recognition models can now transcribe audio and video streams at near-perfect accuracy for both real-time and asynchronous transcription.  Audio Intelligence models include Summarization, Topic Detection, Sentiment Analysis, PII Redaction, and more.

AI 59

AI AI Analytics Analytics 59

AssemblyAI

DECEMBER 18, 2023

These models can perform tasks like summarization, identifying topics, and PII redaction. With real-time speech-to-text models, LMS developers can also generate live captions using real-time streaming. They can also include features like speaker recognition, automatic punctuation and casing, and language detection.

AI 59

AI AI Artificial Intelligence Artificial Intelligence 59

AWS Machine Learning Blog

MAY 5, 2023

Understanding the nuances between search queries for similar topics is important to provide relevant results and minimize the effort required from the user to manually sort through results. To ensure scalability, we use a Lambda function, which will be exposed through an API endpoint created using Amazon API Gateway.

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AWS Machine Learning Blog

AUGUST 4, 2023

In this post, we expand on this topic to demonstrate how to use Einstein Studio for product recommendations. To use this dataset in your Data Cloud, refer to Create Amazon S3 Data Stream in Data Cloud. frameworks to restrict client access to your APIs. For API Name , leave as default (it’s automatically populated).

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ML ML AWS AI 78

Heartbeat

AUGUST 16, 2023

In this article, I’ll walk you through the practical implementation of the same from data collection to deployment, so be ready with your popcorn and let us start streaming. Now, we have to generate a YouTube API Key. Click on the burger menu, hover over APIs and Services, and click Enabled APIs and Services. aioice==0.9.0

Python 52

Python Deep Learning Deep Learning ML 52

Towards AI

FEBRUARY 21, 2024

With a constant stream of advancements and new publications, it’s tough to pinpoint the research that matters to you. Which research topics are on the rise? We update regularly, so check back often to see the latest updates! What’s the next big thing in ML? Our platform is built to do more than just find papers quickly.

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ML ML Machine Learning Machine Learning 104

Heartbeat

DECEMBER 22, 2023

They can retrieve and integrate real-time data from external systems through APIs, enabling them to provide up-to-date and accurate responses. Real-time Information: If your application requires access to real-time information or external systems through APIs, a conversational agent can facilitate the retrieval and integration of such data.

Data Science 52

Data Science Data Scientist Deep Learning Deep Learning 52

ODSC - Open Data Science

FEBRUARY 17, 2023

Knowing how spaCy works means little if you don’t know how to apply core NLP skills like transformers, classification, linguistics, question answering, sentiment analysis, topic modeling, machine translation, speech recognition, named entity recognition, and others.

Deep Learning 111

Deep Learning Deep Learning Data Science Natural Language Processing 111

PyImageSearch

APRIL 3, 2023

The converted blob file would then run image classification inference on the OAK-D using the DepthAI API. First, we would learn the process of converting and optimizing the TensorFlow image classification model and then test the converted model on OAK-D with both images and the OAK device camera stream.

Deep Learning 64

Deep Learning Deep Learning AI AI 64

Pickl AI

AUGUST 1, 2023

These 10 Best Data Engineering Books for beginners encompass a range of topics, from foundational principles to advanced data processing methods. Key Components of Data Engineering Data Ingestion : Gathering data from various sources, such as databases, APIs, files, and streaming platforms, and bringing it into the data infrastructure.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

Data Science Dojo

JULY 27, 2023

With Python’s libraries and APIs, users can create a program that enables sending and receiving emails from popular email providers via SMTP and IMAP protocols. Using Python, you’ll delve into the algorithms and techniques that enable machines to identify and distinguish human faces from images or video streams.

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AWS Machine Learning Blog

MARCH 11, 2024

Stream ecommerce website events to a CDP. This service provides additional functionality on top of Amazon Personalize APIs, including the ability to cache recent recommendations in Amazon DynamoDB , and integration with VistaPrint’s authentication and authorization systems.

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AWS Data Warehouse Machine Learning Machine Learning 93

Pickl AI

MARCH 4, 2024

Advanced topics like DAX, row-level security, and performance optimisation are essential for complex analysis. How do you handle real-time data streaming in Power BI? Real-time data streaming in Power BI can be achieve through services like Azure Stream Analytics or Power BI REST API.

Power BI 52

Power BI Data Analysis Data Analysis Data Modeling 52

Smart Data Collective

MARCH 5, 2022

Data scientists can develop their own customized data mining tools that use the Google Keyword Planner API to find the best keywords for their business. If you have a topic, you’re passionate about or have a lot of knowledge in, that’s a great starting point for your blog. Become a freelance writer about technology topics.

Data Scientist 134

Data Scientist Data Mining Data Mining Data Mining 134

ODSC - Open Data Science

MAY 25, 2023

In-person guests will enjoy the historical, yet, tech savoy atmosphere of The Tobacco Dock , while our virtual attendees will enjoy the freedom of being able to stream the conference anywhere. You’ll be provided a brief overview of state-of-the-art papers on this topic, including methods like LIME and SHAP.

Machine Learning 52

Machine Learning Machine Learning Citizen Data Scientist Data Science 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

You can save time, money, and labor by implementing classifications in your workflow, and documents go to downstream applications and APIs based on document type. This helps you avoid throttling limits on API calls due to polling the Get* APIs.

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AWS ML ML Machine Learning 93

PyImageSearch

JANUARY 1, 2024

Home Table of Contents Introduction to Gemini Pro Vision Google AI Studio Creating a Prompt Using Google AI Studio Gemini Pro Vision API Summary Citation Information Introduction to Gemini Pro Vision In this tutorial, you will learn how to get started with Gemini Pro Vision. See the safety settings topic for details.

Deep Learning 114

Deep Learning Deep Learning Natural Language Processing AI 114

AssemblyAI

DECEMBER 11, 2022

If the bank uses low-quality data to inform future training and coaching, they are wasting their representatives' time by training/retraining on the wrong topic, technique, or strategy. AI Summarization models can also be applied to audio or video streams to generate accurate summaries of phone calls, podcasts, YouTube videos, and more.

AI 52

AI AI Algorithm Analytics 52

IBM Data Science in Practice

MARCH 8, 2023

In other words, companies need to move from a model-centric approach to a data-centric approach.” — Andrew Ng To gain a deeper understanding of this topic, Andrew shares his insights here , and he weighs in on where we are today (Model-centric ML) and where we should be going (Data-centric ML).

Machine Learning 264

Machine Learning Machine Learning ML ML 264

AWS Machine Learning Blog

OCTOBER 2, 2023

Instead of taking images from a camera live stream, we simulate this by loading prepared images from a specific directory and preparing the image data according to the model input requirements. For other topics and use cases, refer to our Machine Learning and IoT blogs.

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Smart Data Collective

SEPTEMBER 13, 2019

Using the Twitter Streaming Application Programming Interface (API), the researchers were able to pinpoint tweets that contained particular keywords. The data was then processed to determine what topics of interest people tweeted about while in the Underground station. million tweets in all.

Big Data 84

Big Data Big Data Algorithm Analytics 84

Smart Data Collective

FEBRUARY 20, 2022

Cloud computing platform AWS, which is owned by American giant Amazon.com, provides APIs and computing platforms on a metered pay-as-you-go basis, for individuals, companies, and governments. If you want to read more on the topic, please check out this article on optimizing SaaS pricing strategy based on data analysis.

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AWS Cloud Computing Data Lakes Database 116

The MLOps Blog

JANUARY 11, 2023

After finishing the development, going through the QA, and eventually updating the repository with the script, it is time to build the rest of the workflow, meaning to create triggers, lambda functions, and log groups and streams. The following piece of Python code shows how to interact with notebook API. sm_client = boto3.client(

AWS 52

AWS Machine Learning Machine Learning ML 52

AssemblyAI

NOVEMBER 9, 2023

Product teams are integrating Text Summarization APIs and AI Summarization models into their AI-powered platforms to create summarization tools that automatically summarize calls, interviews, law documents, and more. Paragraph Josh Seiden and Brian Donohue discuss the topic of outcome versus output on Inside Intercom.

AI 102

AI AI Machine Learning Machine Learning 102

Flipboard

MARCH 13, 2023

We use the SageMaker list-models API to identify if it’s retraining based on the model retraining version number and timestamp. He and his team work on building the streaming based applications and services that are highly available, scalable and resilient to bring customers machine learning based solutions in real-time.

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ML ML AWS Data Scientist 102

Pickl AI

JULY 20, 2023

NLP techniques help extract insights, sentiment analysis, and topic modeling from text data. Sentiment Analysis on Social Media Data: Gather tweets or reviews from a social media platform using APIs. Implement real-time analytics to monitor trends or anomalies in the data.

Analytics 40

Analytics Analytics Big Data Big Data 40

Alation

AUGUST 18, 2022

We all know that data lineage is a complex and challenging topic. Today, sources can include hundreds of technologies, including a wide range of coding languages, pipeline environments, data storage/streaming representations, and API endpoints. How do you approach data lineage?

Database 69

Database Data Engineering Data Engineer Data Engineering 69