Iguazio

MARCH 31, 2024

Customer care organizations are facing the disruptions of an AI-enabled future, and gen AI is already impacting customer care organizations across use cases like agent co-pilots, summarizing calls and deriving insights, creating chatbots and more. Then we show a demo of a call center app based on gen AI that you can follow along.

AI 52

AI AI Database Analytics 52

Dataconomy

DECEMBER 4, 2023

Students can enter the topic, essay type, and length, and the tool will craft a comprehensive, well-structured essay. Topic and source generation : Lunchbreak AI goes beyond just writing essays; it assists in the initial stages of essay preparation. Step 2 ( Image credit ) Now, it’s time to input your essay topic.

AI 103

AI AI Artificial Intelligence Artificial Intelligence 103

Data Science Dojo

FEBRUARY 1, 2024

But the question arises, is it optimal to always increase the size of the model to make it function well? This can result in the model deviating from its intended function, demonstrating a vulnerability in its ability to adapt to new and varied inputs. trillion parameters, and Google’s Gemini , which also has a ton of parameters.

Machine Learning 329

Machine Learning Machine Learning AI AI 329

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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AWS ETL Data Scientist Database 80

AssemblyAI

MARCH 18, 2024

Whether you want to add customer-facing functions to your platform or develop in-house methods that streamline operations, here are five ways businesses can build powerful Generative AI applications that harness speech data. Tools offered might include Zoom or video call integration, transcription, and different data analysis services.

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AI AI Machine Learning Machine Learning 59

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). You will often see compliant build backends called "PEP 517 build backends.") What are the standards?

Python 246

Python 246

Hacker News

JUNE 7, 2023

Instant Plugins for ChatGPT: Introducing the Wolfram ChatGPT Plugin Kit The New World of LLM Functions: Integrating LLM Technology into the Wolfram Language Prompts for Work & Play: Launching the Wolfram Prompt Repository Building Blocks of “LLM Programming” Prompts are how one channels an LLM to do something.

Artificial Intelligence 140

Artificial Intelligence Artificial Intelligence AI AI 140

AWS Machine Learning Blog

JANUARY 5, 2024

Feature engineering tasks can also be prepared in Data Wrangler, but the client specifically asked for SageMaker processing jobs and AWS Step Functions because they were more comfortable using those technologies. This has helped the data scientist team to create and test pipelines at a much faster pace.

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AWS Data Science ML ML 110

Towards AI

FEBRUARY 7, 2024

One prompt will allow us to apply query rewriting and the other one produce a hallucinate answer to enrich the retrieval (called HyDE). turbo") ))reranker = CohereRerank() Now, we can build our pipeline by adding the modules and drawing the links between modules with the add_links function. turbo")retriever […] .

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AI AI Data Science Machine Learning 96

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 ). class ); However, we won’t use the logger object directly in our example but the following custom function log : static void log ( String message ) { logger. getLogger ( App.

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Smart Data Collective

AUGUST 30, 2022

Their ability to communicate with each other is made possible by a messaging technology called Message Queueing Telemetry Transport (MQTT). The publishers and subscribers’ relationship works like this: Publisher (data source) transmits data or message on a Topic. Client subscribes to a Topic to receive messages. MQTT Clients.

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Internet of Things Artificial Intelligence Artificial Intelligence Big Data 117

Towards AI

FEBRUARY 13, 2023

Here are topics we’ll discuss in this blog. Transformer Applications Transformers library has great functions to handle various NLP tasks. The easiest way to tackle NLP tasks is to use the pipeline function. To do this, first, we instantiate a pipeline by calling the pipeline function. What is NLP?

Python 91

Python Deep Learning Deep Learning Natural Language Processing 91

Mlearning.ai

JULY 21, 2023

Write your first code to learn how window functions work with streaming data In the growing world of Big Data, streaming data processing is a key component in dealing with real-time analytics. In this article, we will take a deep dive into a crucial part of PySpark Streaming: window functions. option("port", 9999).load()

SQL 52

SQL Big Data Big Data Analytics 52

ODSC - Open Data Science

APRIL 2, 2024

Using the Plot.dot() function, we get a circle (with no fill in this case). That requires us to compose two functions, one that computes the bins along the x axis, called binX(), and one that draws vertical rectangles, rectY(). What if we wanted a histogram instead?

Data Visualization 52

Data Visualization Data Science Tableau Data Scientist 52

Data Science Blog

MARCH 26, 2023

I am first going to cover Q-learning and SARSA , and they directly update only one action value functions every time step. That might sound odd if you have patiently read my articles so far because I was repeatedly explaining that RL and DP interactively update values and policies , which is called generalized policy iteration (GPI).

Algorithm 147

Algorithm Machine Learning Machine Learning Deep Learning 147

phData

JANUARY 8, 2024

Large Language Models (LLMs) like ChatGPT are prevalent tools for businesses to interact with AI through what seems like a simple chat function. For instance, you can instruct the LLM to provide a concise answer or avoid certain topics. Specify what you are referring to. Be as clear and specific as possible.

Python 52

Python Algorithm Natural Language Processing Artificial Intelligence 52

AWS Machine Learning Blog

NOVEMBER 17, 2023

There are charges for Amazon S3 storage, Amazon S3 API calls that Amazon IVS makes on behalf of the customer, and serving the stored video to viewers. REST API call – You can make a RESTful API call to API Gateway with the image bytes in the request body. This is the recommended way for Amazon IVS integration.

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AWS ML ML Natural Language Processing 88

Dataconomy

JANUARY 16, 2024

YouTube performance issues have been a topic of discussion among users of Adblock and Adblock Plus, who initially pointed fingers at Google for the slowdowns on the platform. These problems, however, were later identified as stemming from the ad-blocking extensions themselves. Thanks for spotting that problem and for reporting it to us.

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IBM Journey to AI blog

FEBRUARY 16, 2024

Customer service, which can also be called customer support or customer care , is much more customer-facing than many parts of customer experience. Doing so demonstrates how CX oversees the entire process, whereas customer service is activated for specific functions.

Artificial Intelligence 97

Artificial Intelligence Artificial Intelligence AI AI 97

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. The final step entails defining the BotLocales , which form the majority of the bot’s functionality. Note that you’re updating the stack you created in the previous step.

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AWS Deep Learning Deep Learning Artificial Intelligence 86

AWS Machine Learning Blog

DECEMBER 29, 2022

In this post, we show you how you can set up a system to simulate events on your factory floor with a trained model and detect abnormal behavior using Timestream, Lookout for Equipment, and AWS Lambda functions. Create an IoT rule action to read the MQTT topic an send the topic payload to Timestream for storage. Choose Save.

Machine Learning 72

Machine Learning Machine Learning AWS Database 72

ODSC - Open Data Science

FEBRUARY 15, 2024

The conversations included in the Anthropic HH Golden dataset are diverse, covering a broad range of topics and styles. Function Calling Extended The Function Calling Extended dataset is a collection of code snippets with corresponding function calls.

Data Science 52

Data Science Natural Language Processing AI AI 52

Mlearning.ai

JANUARY 3, 2024

Even Goldberg and Levy published another article just on that topic a year after word2vec was released. The technique is called the denotation semantics where the denotation is the linguistic expression pointing to our cognitive representation of the actual world. This article will attempt a more straightforward explanation.

Deep Learning 52

Deep Learning Deep Learning Natural Language Processing Database 52

ODSC - Open Data Science

AUGUST 17, 2023

AdaTape uses its adaptive function to use create an elastic input sequence that can modulate its computational budget. The team at Google Research goes on to state that AdaTape creates what’s called “tape blank” to store all the candidate tape tokens. To create the tape banks, researchers used two methods.

AI 97

AI AI Data Science Artificial Intelligence 97

AWS Machine Learning Blog

SEPTEMBER 19, 2023

Compliance and fraud detection – This solution can be extended to include monitoring tools that analyze communication channels like calls, emails, chats, access logs, and more to identify potential insider trading or market manipulation. Sentiment Analysis Tool – To identify and score sentiments on a topic using Amazon Comprehend.

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AWS AI AI ML 101

AWS Machine Learning Blog

FEBRUARY 15, 2024

In this post, we show you how to use SageMaker Canvas to curate and select the right features in your data, and then train a prediction model for anomaly detection, using the no-code functionality of SageMaker Canvas for model tuning. This code typically runs inside an AWS Lambda function.

ML 91

ML ML AWS Data Science 91

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. Can be from databases, event streams, or API calls. Can be from databases, event streams, or API calls. Remember to follow best practices with your API keys.

Database 52

Database Python Natural Language Processing Deep Learning 52

Data Science Dojo

OCTOBER 7, 2023

They’re not just coding; they’re masterfully orchestrating numerous bits and pieces of technologies to produce a coherent, functional digital tool. This could be anything from a single call to an LLM, chain, or agent. Next, let’s talk a stroll through “Langchain.” Now, why does Langchain matter?

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Python Computer Science Computer Science 418

Dataconomy

MARCH 17, 2023

Komo AI features: Explore This feature allows you to scan all social media platforms for a certain topic. To use the chat feature: Write your query Hit the “Explore” button You.com also has the same feature called YouSocial. Komo AI features: Search You can also use Komo AI’s standard search functionality if you like.

AI 91

AI AI Artificial Intelligence Artificial Intelligence 91

Dataconomy

MARCH 17, 2023

Komo AI features: Explore This feature allows you to scan all social media platforms for a certain topic. To use the chat feature: Write your query Hit the “Explore” button You.com also has the same feature called YouSocial. Komo AI features: Search You can also use Komo AI’s standard search functionality if you like.

AI 91

AI AI Artificial Intelligence Artificial Intelligence 91

AWS Machine Learning Blog

MAY 25, 2023

A commonly used approach to address this problem is to use a technique called Retrieval Augmented Generation (RAG). We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. The API Gateway invokes the Lambda function.

AWS 76

AWS Clustering Python ML 76

PyImageSearch

APRIL 24, 2023

We will see how we can accelerate our models just like torch.compile but using TorchDynamo/TorchInductor and demonstrate some of the advantages of both TorchDynamo and TorchInductor over previous compiler solutions like TorchScript and FX (Function eXtraction) Tracing. Next, we import the TorchDynamo engine from torch._dynamo.

Deep Learning 103

Deep Learning Deep Learning Python Computer Science 103

Towards AI

FEBRUARY 13, 2023

Last Updated on February 13, 2023 by Editorial Team What happened this week in AI by Louis ChatGPT and generative AI are still hot topics this week. Google has also announced the upcoming release of its new ChatGPT competitor called “Bard” which is built on its LaMDA model. The companies have asked the court to dismiss the complaint.

AI 90

AI AI Data Warehouse Data Lakes 90

ODSC - Open Data Science

AUGUST 17, 2023

Unique Challenges and Opportunities of Artificial Intelligence Applications in Human Resource Functions Seemingly every industry is using AI now. Here’s a bit of how AI has benefited human resource management and functions. Here are some easy ways to achieve your goal.

Natural Language Processing 52

Natural Language Processing Artificial Intelligence Artificial Intelligence Data Science 52

Data Science 101

AUGUST 27, 2023

started off by learning HTML from a book and a website called webmonkey. I’ve been a member of an organization called the GATO framework since it’s founding because I wanted to help prevent skynet and I think it’s a solid foundation to start from. My Fintech company is called HealPay. Consumers LOVE this.

AI 98

AI AI 98

Tableau

MAY 5, 2022

One great example of unsolicited feedback going right was from Dorian Banutoiu and his blog, Call Center Dashboard in Tableau. Dorian participates in Real World Fake Data , and after posting his most recent submission, he got feedback from someone in the Call Center Operations business. Top 10 Functions in Tableau You Need to Know.

Tableau 98

Tableau 98

Tableau

MAY 5, 2022

One great example of unsolicited feedback going right was from Dorian Banutoiu and his blog, Call Center Dashboard in Tableau. Dorian participates in Real World Fake Data , and after posting his most recent submission, he got feedback from someone in the Call Center Operations business. Top 10 Functions in Tableau You Need to Know.

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Tableau 98