Snorkel AI

AUGUST 24, 2023

Banks receive millions of complaints each year from customers, employees, and regulators. Handling complaints effectively and efficiently is essential to maintain customer satisfaction and protect the bank’s reputation. Historically, agents of the bank have handled complaints.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Banks receive millions of complaints each year from customers, employees, and regulators. Handling complaints effectively and efficiently is essential to maintain customer satisfaction and protect the bank’s reputation. Historically, agents of the bank have handled complaints.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Unite.AI

NOVEMBER 10, 2023

The term deepfake does not have a clear definition, and I think that many images that were called photoshopped several years ago can fit that category. What was your initial reaction to it? I think the first time I saw deepfake technology was the movie Forrest Gump where Forrest meets John F Kennedy.

Generative AI 182

Generative AI AI AI 182

Marktechpost

AUGUST 4, 2023

Docyt Docyt is cloud-based accounting automation software that employs AI technology to perform chores like coding transactions, creating journal entries, and reconciling bank and credit card accounts in QuickBooks. The receipt’s merchant, date, amount, and category can all be automatically extracted using Nanonets Flow.

AI Tools 89

AI Tools Artificial Intelligence Artificial Intelligence Automation 89

Marktechpost

DECEMBER 26, 2023

It emphasizes practical use cases over theoretical constructs, focusing on scenarios like identifying products from various categories. Inspired by existing methodologies, OML adapts concepts like memory banks for its TripletLoss, enhancing its performance. Furthermore, OML’s design is framework-agnostic.

Deep Learning 109

Deep Learning Python Machine Learning Artificial Intelligence 109

Snorkel AI

AUGUST 8, 2023

Banks leverage email surveillance as a critical tool to combat fraud. First used in 1996 to detect fraudulent wire transfers, email surveillance helps banks thwart phishing attacks, detect money laundering, and protect customer data. Banks also commonly surveil emails to: Identify potential insider threats.

Data Scientist 52

Data Scientist Artificial Intelligence Artificial Intelligence AI 52

Snorkel AI

AUGUST 8, 2023

Banks leverage email surveillance as a critical tool to combat fraud. First used by Citibank in 1996 to detect fraudulent wire transfers, email surveillance helps banks thwart phishing attacks, detect money laundering, and protect customer data. Banks also commonly surveil emails to: Identify potential insider threats.

Data Scientist 52

Data Scientist Artificial Intelligence Artificial Intelligence AI 52

AI News

NOVEMBER 16, 2023

Kinetic Consulting , the leading boutique consulting company providing business growth consultancy, has released macky.ai , the first AI business consulting platform that offers any organisation an easy, non-prompt-based AI consulting solution for up to 55 different business categories. What is Macky AI?

Artificial Intelligence 218

Artificial Intelligence Artificial Intelligence AI AI 218

IBM Journey to AI blog

SEPTEMBER 14, 2023

insurance, banking, healthcare, etc.)—to Broadly, the categories include the following: Application data exchange: Client/server communication between application components across clouds (e.g., These requirements create a technical challenge for enterprises—especially in regulated industries (e.g.,

Automation 180

Automation Categorization AI AI 180

Marktechpost

MARCH 17, 2024

Such errors can have serious consequences in important applications like document-grounded question answering for industries like banking or healthcare. However, even after access to reference materials, they are imperfect and can generate errors.

LLM 91

LLM Machine Learning Large Language Models Artificial Intelligence 91

Mlearning.ai

APRIL 17, 2023

For categorical features, we grouped each category and calculated the mean of the target prediction match and the mean difference between tthe target and predicted probability. Based on this analysis, we identified certain categories that performed poorly in distinguishing churned customers.

Machine Learning 52

Machine Learning Categorization Data Analysis Neural Network 52

IBM Journey to AI blog

FEBRUARY 15, 2024

The impacts of climate change may be organized into three categories: Intensifying extreme weather events Changes to natural ecosystems Harm to human health and well-being Extreme weather events While climate change is defined as a shift in long-term weather patterns, its impacts include an increase in the severity of short-term weather events.

Artificial Intelligence 151

Artificial Intelligence Artificial Intelligence 151

Unite.AI

SEPTEMBER 14, 2023

Blockchain-types for AI Applications The Blockchain technology can be grouped into two categories: Permissioned where only the authorized users can access the blockchain applications in cloud-based, consortium, or private settings, and Permissionless where anyone can publicly access the systems using the internet.

AI 319

AI AI Algorithm AI Modeling 319

IBM Journey to AI blog

NOVEMBER 14, 2023

Why data monetization matters According to McKinsey in the Harvard Business Review , a single data product at a national US bank feeds 60 use cases in business applications, which eliminated $40M in losses and generates $60M incremental revenue annually. Realize : Each data service has an agreed unit of value which is transacted and measured.

ESG 263

ESG Generative AI AI AI 263

Snorkel AI

MARCH 19, 2024

In an ideal world, every company could easily and securely leverage its own proprietary data sets and assets in the cloud to train its own industry/sector/category-specific AI models. In our case study above, we helped a fictional bank build a model that boosted its ability to serve customers via chatbot. AI demands continuous work.

Data Scientist 52

Data Scientist AI AI LLM 52

Snorkel AI

MARCH 19, 2024

In an ideal world, every company could easily and securely leverage its own proprietary data sets and assets in the cloud to train its own industry/sector/category-specific AI models. In our case study above, we helped a fictional bank build a model that boosted its ability to serve customers via chatbot. AI demands continuous work.

Data Scientist 52

Data Scientist AI AI LLM 52

Unite.AI

OCTOBER 27, 2023

In banking, artificial intelligence systems have almost completely replaced humans in assessing borrowers' creditworthiness; they are increasingly being used to develop new banking products and enhance the security of banking transactions.

Artificial Intelligence 182

Artificial Intelligence Artificial Intelligence Robotics Neural Network 182

How to Learn Machine Learning

APRIL 23, 2023

Super-artificial intelligence (SuperIntelligence) Super AI is another category of AI technology that exceeds human intelligence and ability. So, it has been widely employed in the health sector, banking, engineering, etc. Since all three categories have emerged from the same root, we can see similarities between all of them.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network AI 52

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. Banking apps like Chase and Bank of America have good in-app messaging and authentication systems in place, since they deal with sensitive financial information.

Chatbots 52

Chatbots Conversational AI Generative AI AI 52

Becoming Human

MAY 9, 2024

The categories can be customized according to the data and requirements. When banks and other financial institutions give out loans, they need to assess every profile for any sort of default risk or fraud. Document categorization includes sorting documents into groups for better classification and organization.

NLP 52

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Marktechpost

DECEMBER 4, 2023

In today’s time, the need to store enormous amounts of data in various frequently unrelated categories underlines the vital significance of highly efficient databases. The smooth management of banking transactions, account information, and financial statements promotes effective operations.

Data Science 56

Data Science Artificial Intelligence Artificial Intelligence AI 56

ODSC - Open Data Science

FEBRUARY 28, 2024

This means that we can classify the failure modes of a RAG system into two main categories: Retrieval failures : when the retriever returns only documents that are irrelevant to the query or misleading, which in turn gives the LLM wrong information to build the final answer from. How does a RAG application fail?

LLM 52

LLM Chatbots Data Science Software Engineer 52

Pickl AI

MAY 10, 2023

ML algorithms fall into various categories which can be generally characterised as Regression, Clustering, and Classification. Applications Detecting unsolicited email Recognition of the face Determining whether a client is likely to leave or not Approval of Bank Loan What is Clustering?

Machine Learning 52

Machine Learning Algorithm Data Mining Natural Language Processing 52

Bitext

SEPTEMBER 27, 2023

It contains 27 intents, organized into 10 categories, with approximately 1,000 question/answer pairs for each intent. These verticals range from Automotive, Retail Banking, Education, Events & Ticketing, to Healthcare , and more. What’s Inside This Dataset?

Large Language Models 52

Large Language Models Conversational AI LLM Chatbots 52

TensorFlow

JUNE 6, 2023

For classifier trees, the prediction is a target category, such as cancer or not-cancer. Imagine being rejected for a bank loan. Each leaf in the decision tree is responsible for making a specific prediction. For regression trees, the prediction is a value, such as price. credit score too low or debt to income ratio too high).

Machine Learning 69

Machine Learning 69

Towards AI

MARCH 21, 2023

Fraud detection: a bank might use an ML system to learn from past fraudulent transactions and identify potential fraudulent activity in real-time. For example, converting a floor to one of three categories: high, medium, or low, depending on the number of floors in the building. Image generated by the author.

ML 93

ML Machine Learning Natural Language Processing Algorithm 93

AWS Machine Learning Blog

NOVEMBER 29, 2023

Guardrails lets you specify topics to be avoided, and the service automatically detects and prevents queries and responses that fall into restricted categories. For example, an online banking application can be set up to avoid providing investment advice and limit inappropriate content (such as hate speech, insults, and violence).

Responsible AI 97

Responsible AI Generative AI AI AI 97

Mlearning.ai

MAY 23, 2023

Weight Category prediction using Random Forest In this project, I performed the weight category prediction of a person given height, weight, and gender with the help of the Random Forest algorithm. We have the IPL data from 2008 to 2017. We will also be building a beautiful-looking interactive Flask model.

Machine Learning 52

Machine Learning Python Algorithm Deep Learning 52

Mlearning.ai

MAY 21, 2023

Weight Category prediction using Random Forest In this project, I performed the weight category prediction of a person given height, weight, and gender with the help of the Random Forest algorithm. We have the IPL data from 2008 to 2017. We will also be building a beautiful-looking interactive Flask model.

Machine Learning 52

Machine Learning Python Algorithm Deep Learning 52

Pickl AI

NOVEMBER 17, 2023

Here are real-world examples showcasing how Roll Rate Analysis is applied in Data Science: Credit Risk Modeling In credit risk modeling, Data Scientists leverage Roll Rate Analysis to assess the transition of borrowers between different risk categories. What is roll rate analysis in banking?

Data Scientist 52

Data Scientist Data Science Python Algorithm 52

Snorkel AI

FEBRUARY 13, 2024

In a Snorkel case study classifying user intents for a banking chatbot, our engineers started with labels from Google’s PaLM 2 to achieve an F1 of 50 as a baseline. That’s an impressive performance for an out-of-the-box model—especially considering the case study called for 77 classes—but it would not meet any bank’s bar for deployment.

LLM 52

LLM Data Scientist Neural Network Data Science 52

Snorkel AI

FEBRUARY 13, 2024

In a Snorkel case study classifying user intents for a banking chatbot, our engineers started with labels from Google’s PaLM 2 to achieve an F1 of 50 as a baseline. That’s an impressive performance for an out-of-the-box model—especially considering the case study called for 77 classes—but it would not meet any bank’s bar for deployment.

LLM 52

LLM Data Scientist Neural Network Data Science 52

Artificial Corner

JUNE 8, 2023

How many calls to insurance or the bank have you been on where the agent ask you to bear with them while they scroll through and review all of your notes? The call can be routed to an agent who's is best suited to deal with this customer and would receive a summary of intelligence on screen before they answer the call.

ChatGPT 79

ChatGPT Robotics Conversational AI OpenAI 79

Unite.AI

AUGUST 24, 2023

Before evaluating the 8 different models on a wide range of training data, the datasets are grouped into 8 different categories that represent similar tasks. These categories are Evaluation on traditional language modeling tasks, and tasks that resemble language modeling like Cloze tasks, or sentence/paragraph completion tasks.

Large Language Models 246

Large Language Models NLP LLM OpenAI 246

Dlabs.ai

MARCH 19, 2021

The image recognition capabilities can extract data from photos, printed records, passports, bank statements, invoices, business cards, even subtitles from a screenshot of video content. That’s why banks use OCR to make records, like customer tax histories, visible to employees. But the software also works in other contexts.

Automation 52

Automation Auto-classification Natural Language Processing Artificial Intelligence 52

AI Impacts

MARCH 6, 2023

The claim that this set a record seems to originate from a comment by an analyst at investment bank UBS, who said “We cannot remember an app scaling at this pace”, which strikes me as a reasonable, hedged thing to say. Here is a rather hyperbolic example : That’s an impressive curve and it reflects a notable event.

ChatGPT 130

ChatGPT OpenAI AI AI 130

IBM Journey to AI blog

JANUARY 18, 2023

Here, data assets can be published into categories, creating an enterprise-wide data marketplace. For example, a bank may get rid of its decade old datawarehouse and deliver all BI and AI use cases from a single data platform, by implementing a lakehouse. Data discoverability. Data fabric promotes data discoverability.

Data Platform 130

Data Platform ETL Metadata Data Discovery 130