Snorkel AI

MARCH 1, 2023

Example: News Classification To illustrate the value of combining multiple foundation models, let’s consider an application focused on classifying news articles into the following categories: Politics, Sports, Business, and Other. It isn’t that confident about its answers, and failed to classify an article about trade as “Business.”

Machine Learning 52

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Snorkel AI

MARCH 1, 2023

Example: News Classification To illustrate the value of combining multiple foundation models, let’s consider an application focused on classifying news articles into the following categories: Politics, Sports, Business, and Other. It isn’t that confident about its answers, and failed to classify an article about trade as “Business.”

Machine Learning 52

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Snorkel AI

MARCH 1, 2023

Example: News Classification To illustrate the value of combining multiple foundation models, let’s consider an application focused on classifying news articles into the following categories: Politics, Sports, Business, and Other. It isn’t that confident about its answers, and failed to classify an article about trade as “Business.”

Machine Learning 52

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ODSC - Open Data Science

JULY 10, 2023

For instance, analyzing previous purchases and browsing history can let the AI predict what product category can interest a particular set of customers and thereby suggest relevant items. to predict what a particular customer might prefer. Think of how Amazon recommends products based on ‘customers also bought.’

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Smart Data Collective

AUGUST 25, 2021

This article will share the basic concept of AI, including its definition, types, and current trends. For instance, its AI content generator can create unique content in minutes by choosing a category relevant to your business. eCommerce businesses are no exception. 8 Ways to Use AI for eCommerce. Advanced Visual Search.

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Heartbeat

FEBRUARY 15, 2023

It is a supervised learning methodology that predicts if a piece of text belongs to one category or the other. plot(history) Make sure you log the training loss and accuracy metrics to Comet ML. plot(history) Make sure you log the training loss and accuracy metrics to Comet ML.

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ODSC - Open Data Science

NOVEMBER 22, 2023

Data Version Control for Data Lakes: Handling the Changes in Large Scale In this article, we will delve into the concept of data lakes, explore their differences from data warehouses and relational databases, and discuss the significance of data version control in the context of large-scale data management.

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Iguazio

MARCH 31, 2024

Live agent co-pilot - Providing real-time assistance and suggestions for responses using customer history, product/contract details. 3 Differentiation Categories of Gen AI in Customer Care Gen AI features and capabilities for customer care can be divided into three categories of impact and differentiation that they provide the business: 1.

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Precisely

MARCH 12, 2024

in IT, due in part to the fact that many people just lump them into a single category, unclear about the distinctions between them. This article explains what mainframes and midrange servers are and offers some examples of each type of system. What is a mainframe? The most common mainframe databases are DB2, IMS, IDMS, and Adabas.

Database 52

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The MLOps Blog

JANUARY 18, 2023

Model monitoring for time series | Source In this article, we will explore the time series-forecasting model to understand how we can monitor it practically. Dataset | Source: Author The data is complex as it has different categories of features. I will only provide the essential component in this article. So let’s get into it.

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Towards AI

FEBRUARY 25, 2023

this article, you’ll use pandas to answer questions about multiple real-world datasets. What were the “best” events in TED history to attend? Pandas have 7 types in general: object, int64, float64, category, and datetime64 are going to be covered in this article. You can download data from this link: TED Talks.

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Towards AI

JULY 19, 2023

FYI, for a more in-depth discussion/history on sparsity, you can check out HF’s new blog here. As a result, a new benchmark from Facebook AI gives researchers a centralized baseline to start their research and benchmark model performance for these tough tasks, and it’s called KILT. But to what extent? You may be surprised.”

Natural Language Processing 40

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Heartbeat

NOVEMBER 22, 2023

The traveler is interested in art, history, and local cuisine. Create an engaging and culturally rich itinerary that balances art, history, and local culinary experiences for the solo traveler. Other product categories and details) ''' This step allows you to enter the product list for your store.

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Heartbeat

JANUARY 25, 2023

In this article, you will learn about what sentiment analysis is and how you can build and deploy a sentiment analysis system in Python. Note: Focus of this article is to introduce you to sentiment analysis modeling and the deployment process. EDA and Data Cleaning First, you will check the frequency of the target variable: Category.

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Smart Data Collective

MARCH 16, 2022

Last year, in an article that talked about the impact big data has on finance, we said that location data sets can make investing easier. In the article that we wrote last year, we talked about how data especially location data can be used in market management. Companies spent nearly $11 billion on financial analytics in 2020.

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Dataconomy

APRIL 18, 2023

In this article, we’ll explore some of the fundamental concepts in artificial intelligence, from supervised and unsupervised learning to bias and fairness in AI. Machine learning techniques can be broadly classified into three categories: supervised learning, unsupervised learning, and reinforcement learning.

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Smart Data Collective

MARCH 11, 2022

This article will go over the concept of customer service analytics and some of the uses and advantages it could provide to a business. You can determine which items or offers people are most likely to be interested in during their next purchase by looking at their transaction history, trends, and conversations. Performance Evaluation.

Analytics 116

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O'Reilly Media

APRIL 23, 2024

Amazon too used everything from price, user reviews, popularity, and your individual purchase history to bring to the top the products they believed best matched their customers’ needs. If history is any judge, it will happen sooner or later unless Amazon dials back the rents. Will History Repeat Itself? Available at: [link].

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Pickl AI

MAY 29, 2024

Bar charts compare categories, line graphs show trends, and pie charts reveal composition. Text and Sentiment Analysis These two techniques are used to analyze unstructured textual data, such as customer reviews, social media posts, or news articles. Each technique unlocks unique insights from your data.

Data Visualization 52

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Mlearning.ai

NOVEMBER 1, 2023

In this article, we will explore benchmarks and key evaluation metrics to compare performance of different LLMs and We will also delve into the specific metrics that should be prioritised for different tasks. TruthfulQA Dataset The benchmark comprises 817 questions that span 38 categories , including health, law, finance and politics.

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Heartbeat

JANUARY 5, 2024

Introduction to LangChain for Including AI from Large Language Models (LLMs) Inside Data Applications and Data Pipelines This article will provide an overview of LangChain, the problems it addresses, its use cases, and some of its limitations. The following article explains each of these in more detail with code.

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AWS Machine Learning Blog

SEPTEMBER 14, 2023

Storing responses and returning it to the user: The response from the LLM is stored in Amazon DynamoDB along with the user’s query, the timestamp, a unique identifier, and other arbitrary identifiers for the item such as question category. The LangChain agent also checks the service history and purchased support plan.

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Mlearning.ai

JUNE 18, 2023

In this article we show how to use Google Colab perform transfer learning on YOLO , a well known deep learning computer vision model written in C and CUDA. obj.names # This file contains the categories of all the objects in the dataset. # The index of the category serves as its numerical category. txt annotation files.

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Hacker News

DECEMBER 31, 2023

Apple and Google saw what the web did to desktop, and they've laid roadblocks to the competitive forces that would let history repeat on smartphones. None of the linked articles note browser competition's potential to upend app stores. On the business side, managers think about "mobile" as a category.

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Mlearning.ai

MAY 18, 2023

Image classification focuses on assigning a single label or category to an entire image, aiming to identify the primary object or scene depicted. This article focuses on evolution of object detection: a fundamental task in computer vision that involves identifying and localizing objects within an image or video.

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Heartbeat

MAY 8, 2023

In this article, we’ll introduce you to the basics of monitoring your CV models using Kangas and Comet, two powerful tools that make it easy to track and analyze the performance of your models. The training process is saved to the ‘history’ variable. The training process is saved to the ‘history’ variable.

Machine Learning 52

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Chatbots Life

MAY 30, 2024

Essential in-app support tools Here are some of the most essential tools that fall under the category of in-app support. For example, Spotify has a brilliant in-app messaging feature that gives contextual assistance based on a user’s listening history, proactively suggesting playlists.

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Dataconomy

APRIL 25, 2023

In this blog post, we will introduce you to some of the best AI tools that you can try right now, sorted by category. Do you want to learn more about Hotpot AI , go to the related article. Wolfram Alpha can help students with math, science, engineering, history, geography, and more. It is one of the best AI tools for plagiarism.

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Flipboard

MARCH 14, 2023

He asked for examples of some of the best praise and criticism of my articles, and unearthed some scathing critiques of an old tongue-in-cheek defense of monarchy I once wrote (“This is a terrible article,” noted one poster. Mollick wasn’t done interrogating. When she started using ChatGPT, Lilach recalls, “My world fell apart.

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PyImageSearch

AUGUST 7, 2023

articles shared by connected members, job recommendations, news recommendations, people you may know recommendations, stories mentioning companies the member follows, etc.). articles, news, jobs, connections, etc.). course difficulty, category, and skills). course difficulty, course category, and course skills, etc.).

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Heartbeat

FEBRUARY 8, 2024

This article lightly touches on the history and components of chatbots. Chat Model Chat models are a category of LLMs specifically trained to output human-like, conversational responses. LangChain provides prompt templates that simplify the creation of prompts by combining default messages, user input, and chat history.

AI 52

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Mlearning.ai

SEPTEMBER 5, 2023

In this article, we will take a deeper look into this hallucination problem of Large Language Models (LLMs) and study a variety of methods to address this problem. In this article, we will cover a representative method from each of these categories. Outline Why is it Important to Address the Hallucination Problem?

Machine Learning 52

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Shreyansh Singh

MAY 23, 2021

In this category, the model is evaluated on its perplexity score. The task tests the reading comprehension capabilities and also the ability to answer questions based on conversation history. GPT-2 was evaluated on this task by conditioning on the document, the conversation history and the final token.

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IBM Journey to AI blog

JANUARY 18, 2023

Data platform architecture has an interesting history. This article endeavors to alleviate those confusions. Here, data assets can be published into categories, creating an enterprise-wide data marketplace. A read-optimized platform that can integrate data from multiple applications emerged. It was Datawarehouse.

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The MLOps Blog

OCTOBER 20, 2023

And that’s what we’re going to focus on in this article, which is the second in my series on Software Patterns for Data Science & ML Engineering. In this article, we’ll talk about Jupyter notebooks specifically from a business and product point of view. There are some outspoken critics , as well as passionate fans.

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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. Now in Jasper Art you can search your past history of generated art. We definitely listen.

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AWS Machine Learning Blog

MARCH 13, 2024

Recent advances in ML have given rise to a new class of models known as foundation models , which are typically trained on billions of parameters and are adaptable to a wide category of use cases, such as text summarization, generating digital art, and language translation. Listen attentively to others and try using new words in context.

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