How To, Machine Learning, Off-The-Shelf and Training

Getting specific with GenAI: How to fine-tune large language models for highly specialized functions

CIO

JULY 24, 2024

Things get quite a bit more complicated, however, when those models – which were designed and trained based on information that is broadly accessible via the internet – are applied to complex, industry-specific use cases. The key to this approach is developing a solid data foundation to support the GenAI model.

Artificial Inteligence

Artificial Inteligence Off-The-Shelf Insurance How To

Next Best Action Marketing: How to Implement Hyper-Personalization with Machine Learning

Altexsoft

FEBRUARY 5, 2020

But how do we know which customer to reach out, and when is the right moment to do so? In this article, we’ll discuss what the next best action strategy is and how businesses define the next best action using machine learning-based recommender systems. That’s the trend other specialists are mentioning too.

Machine Learning

Machine Learning Artificial Inteligence Marketing How To

NJ Transit creates ‘data engine’ to fuel transformation

CIO

SEPTEMBER 12, 2022

Aside from his own plans, Fazal is also engaged with CIOs and CTOs of partner agencies on several 10-to-15-year projects that involve purchasing new trains, building new tracks, and designing the proposed new tunnel between New York and New Jersey to add additional tracks. We have shown out value,” Fazal says of the transformation. “We

Data Engineering

Data Engineering Engineering Data Transportation

Webinars

The AI Superhero Approach to Product Management

How to Select the Perfect Payments Partner: 7 Keys for Sustainable Growth

Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

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Fine tune a generative AI application for Amazon Bedrock using Amazon SageMaker Pipeline decorators

AWS Machine Learning - AI

AUGUST 22, 2024

In this post, we show you how to convert Python code that fine-tunes a generative AI model in Amazon Bedrock from local files to a reusable workflow using Amazon SageMaker Pipelines decorators. Generative AI models are constantly evolving, with new versions and updates released frequently.

Generative AI

Generative AI Artificial Inteligence Applications AWS

Should you build or buy generative AI?

CIO

JULY 14, 2023

But you want to adopt them to avoid competitive disadvantage, especially as they often arrive as new features in applications that staff already know how to use. In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.”

Generative AI

Generative AI Artificial Inteligence Open Source ChatGPT

Buying advice for CIOs as low-code/no-code spending rises

CIO

APRIL 14, 2023

Faced with a long-running shortage of experienced professional developers, enterprise IT leaders have been exploring fresh ways of unlocking software development talent by training up non-IT staff and deploying tools that enable even business users to build or customize applications to suit their needs.

Technical Advisors

Technical Advisors CTO Coach Off-The-Shelf Software Development

Length of Stay in Hospital: How to Predict the Duration of Inpatient Treatment

Altexsoft

MAY 27, 2022

This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. Length of stay calculation for hospitals: how machine learning can enhance results. Today, we can employ AI technologies to predict the date of discharge. Here is a ?ouple

How To

How To Healthcare Machine Learning Artificial Inteligence

What you need to know about product management for AI

O'Reilly Media - Ideas

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives.

Product Management

Product Management Artificial Inteligence Machine Learning Weak Development Team

How to Choose a Data Science and AI Consulting Company

Altexsoft

SEPTEMBER 6, 2018

Customer-facing applications powered by machine learning algorithms solve your customers’ problems. An expert talking about the capabilities of predictive analytics for business on a morning TV show is far from unusual. Articles covering AI or data science in Facebook and LinkedIn appear regularly, if not daily.

Company

Company Off-The-Shelf Data Software Review

Glass rethinks the smartphone camera through an old-school cinema lens

TechCrunch

MARCH 22, 2022

Glass is a startup looking to fundamentally change how the camera works, using a much bigger sensor and an optical trick from the depths of filmmaking: anamorphic lenses. It may not be obvious that cameras won’t get better, since we’ve seen such advances in recent generations of phones. ” So what is that work, exactly?

Film

Film Technical Review Systems Review Weak Development Team

Protected Health Information: Securing PHI and Staying HIPAA Compliant

Altexsoft

JULY 14, 2021

When and how PHI can be disclosed. How to secure PHI to stay HIPAA-compliant. How to detect and de-identify PHI to make it available for research and clinical trials. To learn more, check the article on common HIPAA violations to be aware of. When and how can PHI be disclosed? Email to the doctor’s office.

Off-The-Shelf

Off-The-Shelf Machine Learning Artificial Inteligence Healthcare

What Do CIOs Have To Know About Business Intelligence?

The Accidental Successful CIO

MAY 12, 2021

CIOs need to understand how to make use of new business intelligence tools Image Credit: deepak pal. The challenge that CIOs are facing is how best to make use of these new tools? How many customers have we gained this month? Understanding Business Intelligence vs. Business Analytics.

Business Intelligence

Business Intelligence Business Analytics Analytics Off-The-Shelf

Schedule Optimization: Technological Approaches and Use Cases

Altexsoft

JULY 21, 2021

So, numerous techniques, including mathematical optimization, constraint programming, and machine learning (ML), are used to address this issue. Before we talk about how to optimize the scheduling process, let’s look at how it’s performed in general. Doing it manually is time-consuming and way too uneffective.

Technology

Technology Off-The-Shelf Machine Learning Artificial Inteligence

Estimated Time of Arrival: How to Approach ETA Calculations in Logistics

Altexsoft

DECEMBER 7, 2021

It’s traffic, broken vehicles, alarm problems, alien visits… Whatever the case this time, you swallow another excuse, have your time wasted, and probably feel annoyed, angry, or upset, depending on your character type. In business, time is money. Experts calculated that it was holding up trade with a total daily value of $9.6 ETA vs ETDel.

Artificial Inteligence

Artificial Inteligence How To Software Review Systems Review

B2B Travel Platform For Corporate Travel Management

Altexsoft

AUGUST 9, 2023

It encompasses understanding the essence of B2B travel platforms, the unique dynamics of corporate travel, and a short walkthrough on how to build one. It encompasses understanding the essence of B2B travel platforms, the unique dynamics of corporate travel, and a short walkthrough on how to build one. Legacy GDS limitations.

Travel

Travel B2B Off-The-Shelf Hotels

Customer Loyalty In Insurance: Technologies and Strategies To Retain and Keep Customers Loyal

Altexsoft

SEPTEMBER 7, 2021

And it’s slowly paying off. Insurance companies find it difficult to attract new customers and retain them, especially when almost every insurer offers the same service or product. It’s also challenging since insurance is a low-touch industry, and insurers seldomly interact with their customers. The customer loyalty problem in insurance.

Insurance

Insurance Technical Review Strategy Technology

Managing machine learning in the enterprise: Lessons from banking and health care

O'Reilly Media - Ideas

JULY 15, 2019

A look at how guidelines from regulated industries can help shape your ML strategy. As companies use machine learning (ML) and AI technologies across a broader suite of products and services, it’s clear that new tools, best practices, and new organizational structures will be needed. credit scores ). Image by Ben Lorica.

Machine Learning

Machine Learning Artificial Inteligence Banking Enterprise

AI in Short-Term Rentals: How Machine Learning Shapes STR

Altexsoft

MAY 5, 2023

The short-term rentals (STR) market has been expanding rapidly in recent years, with popular vacation rental platforms like Airbnb, Booking.com, and VRBO transforming how people travel and lodge. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

Artificial Inteligence

Artificial Inteligence Machine Learning Technical Review ChatGPT

Short-Term and Vacation Rental Data: Sources and Analysis

Altexsoft

MARCH 28, 2022

This, in turn, helps make smarter decisions on how to maximize revenue. How does data come in useful? Vacation and short-term rentals are experiencing a post-COVID renaissance. The data clearly shows the stable, worldwide increase in demand for alternative accommodations, from apartments to farm stays to igloos.

Analysis

Analysis Data Software Review Technical Review

AI & Business Analytics: A Smart Guide

Sunflower Lab

OCTOBER 9, 2023

With Business Analytics becoming more and more intelligent with time and further innovative with the usage, it is an inevitable instance where your data will not be needing any manual manipulations and actions, as it will be all taken care by the automated machine learning programs.

Business Analytics

Business Analytics Analytics UI/UX Development Team Review

How guardrails allow enterprises to deploy safe, effective AI

CIO

JULY 10, 2024

Google has finally fixed its AI recommendation to use non-toxic glue as a solution to cheese sliding off pizza. Glue, even non-toxic varieties, is not meant for human consumption,” says Google Gemini today. “It It can be harmful if ingested. Google’s situation is funny. Guardrails mitigate those risks head on.

Artificial Inteligence

Artificial Inteligence Enterprise Off-The-Shelf Generative AI

Automated Claims Processing: Using RPA and Machine Learning to Manage Insurance Claims

Altexsoft

APRIL 13, 2021

And when it comes to decision-making, it’s often more nuanced than an off-the-shelf system can handle — it needs the understanding of the context of each particular case. But it does need more advanced approaches that mimic human perception and judgment like AI, Machine Learning, and ML-based Robotic Process Automation.

Machine Learning

Machine Learning Artificial Inteligence Insurance Technical Review

Avoid AI pitfalls: Understanding how your business sells is key to a smooth AI deployment

CIO

JULY 8, 2024

Many companies struggle with where and how to implement artificial intelligence (AI) into their workflows. With AI, quote turnaround can go from 12 hours to 20 minutes , training time drops by 90%, and sales productivity goes through the roof. Here’s how it works. Most solutions require significant human rework to run smoothly.

Artificial Inteligence

Artificial Inteligence Artificial Intelligence Off-The-Shelf Machine Learning

Traffic Prediction: How Machine Learning Helps Forecast Congestions and Plan Optimal Routes

Altexsoft

JANUARY 27, 2022

How often do you yourself get stuck in traffic wishing you’d known about it in advance and drove a different way? But have you ever thought about how Google Maps knows what to expect on the way? So, how is traffic predicted? Multiple logistics-related businesses heavily rely on the accuracy of these calculations. street lights).

Machine Learning

Machine Learning Artificial Inteligence Transportation Network

Robotic Process Automation: Technology Overview, Types of RPA Software, and Application Examples

Altexsoft

JANUARY 28, 2021

They use machine learning under the hood, and these types of RPA systems still require individual research and development. This article is a good place to start, learning what Robotic Process Automation is, how it works, and where it can be applied. But if a task has a straightforward flow, why not automate it?

Examples

Examples Technical Review Software Review Software

Travel Fraud Protection: Key Types of Travel Scam, Protective Measures, and Software to Consider

Altexsoft

JUNE 25, 2022

Besides, due to the specific nature of the industry with high-value one-off payments, a big number of businesses across the world, and rapid customer consumption of services, the travel and hospitality sector is a huge target for fraud. How to fight financial fraud with ML-powered fraud detection software. percent of global GDP.

Travel

Travel Software Review Software Airlines

Process Mining Explained: Techniques, Applications, and Challenges

Altexsoft

JUNE 11, 2021

Say, how many extra moves are you making because the ingredients are located in different areas? Now, scale it to the enterprise level and just imagine how many processes comprise the daily workflow — and how many optimization opportunities there are IF you could break down and analyze every step of every process.

Applications

Applications Weak Development Team Software Review Systems Review

Build a contextual chatbot for financial services using Amazon SageMaker JumpStart, Llama 2 and Amazon OpenSearch Serverless with Vector Engine

AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. The LLM generated text, and the IR system retrieves relevant information from a knowledge base.

Artificial Inteligence

Artificial Inteligence Serverless Engineering Generative AI

Natural Language Processing in Healthcare: Using Text Analysis for Medical Documentation and Decision-Making

Altexsoft

OCTOBER 25, 2021

Its deep learning natural language processing algorithm is best in class for alleviating clinical documentation burnout, which is one of the main problems of healthcare technology. This allows machines to extract value even from unstructured data. Most modern NLP applications use state-of-the-art deep learning methods.

Healthcare

Healthcare Analysis Software Review Systems Review

Employee Spotlight: Mark Richman

Linux Academy

JANUARY 16, 2020

Mark Richman, AWS Training Architect. This former New Yorker turned Floridian gets to the point and brings the immediate truth in every conversation- and in the training world, nothing could be more beneficial. Mark’s passion for learning and self-sufficiency began early on in life. . But how exactly did Mark get here?

Linux

Linux Training Azure Off-The-Shelf

How to Set AI Goals

O'Reilly Media - Ideas

SEPTEMBER 15, 2020

AI is a field where value, in the form of outcomes and their resulting benefits, is created by machines exhibiting the ability to learn and “understand,” and to use the knowledge learned to carry out tasks or achieve goals. AI-generated benefits can be realized by defining and achieving appropriate goals.

How To

How To Off-The-Shelf Advertising Artificial Inteligence

Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks

AWS Machine Learning - AI

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. They then use SQL to explore, analyze, visualize, and integrate data from various sources before using it in their ML training and inference.

Artificial Inteligence

Artificial Inteligence Data AWS Generative AI

Automating the Automators: Shift Change in the Robot Factory

O'Reilly Media - Ideas

JANUARY 17, 2023

” I, thankfully, learned this early in my career, at a time when I could still refer to myself as a software developer. You know the drill: pull some data, carve it up into features, feed it into one of scikit-learn’s various algorithms. What would you say is the job of a software developer? Pretty simple. Building Models.

Software Review

Software Review Development Team Review Machine Learning Artificial Inteligence

Supply Chain Control Tower: Enhancing Visibility and Resilience

Altexsoft

APRIL 13, 2023

Everyone wants to have it, but nobody quite knows how it works.” So that’s what we’re going to discuss today: What exactly is the supply chain visibility and how can a control tower help achieve it? “Control towers are the artificial intelligence (AI) of supply chain. Christian Titze, vice president analyst at Gartner.

Technical Review

Technical Review Software Review Analytics Systems Review

Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra

AWS Machine Learning - AI

DECEMBER 22, 2023

This notebook shows how to fine-tune models with SageMaker JumpStart. We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps.

Artificial Inteligence

Artificial Inteligence Training Metrics Off-The-Shelf

Choosing the right Chatbot Assistant for your Business

Sunflower Lab

FEBRUARY 8, 2024

This blog showcases a basic understanding of different Chatbot Assistants: Bots, Virtual Assistants, and AI Agents; and how they can be utilized in different areas of your business. These applications may be different in their training needs or working.

Artificial Inteligence

Artificial Inteligence Real Estate Healthcare Artificial Intelligence

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Netflix Tech

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source

Open Source Data Machine Learning Artificial Inteligence

Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

MARCH 22, 2018

Over the years, machine learning (ML) has come a long way, from its existence as experimental research in a purely academic setting to wide industry adoption as a means for automating solutions to real-world problems. There is also a trade off in balancing a model’s interpretability and its performance.

Off-The-Shelf

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team

AI Product Management After Deployment

O'Reilly Media - Ideas

OCTOBER 13, 2020

Our previous articles in this series introduce our own take on AI product management , discuss the skills that AI product managers need , and detail how to bring an AI product to market. The field of AI product management continues to gain momentum. New features in an existing product often follow a similar progression.

Product Management

Product Management Artificial Inteligence UI/UX Off-The-Shelf

Sentiment Analysis in Hotel Reviews: Developing a Decision-Making Assistant for Travelers

Altexsoft

MARCH 12, 2021

How long does it take an average traveler to pick up a hotel? It applies natural language processing (NLP) and machine learning to detect, extract, and study customers’ perceptions about the product or service. You can learn much more about types, tools, and use cases of sentiment analysis in our dedicated blog post.

Hotels

Hotels Technical Review Travel Analysis

What is RPA Developer: Role Description, Skills, and RPA Certification

Altexsoft

APRIL 1, 2021

A 2020 US Emerging Jobs report by LinkedIn states one interesting fact: “ Careers in Robotics Engineering can vary greatly between software and hardware roles, and our data shows engineers working on both virtual and physical bots are on the rise.” — as written in the Robotics Engineering section. What is Robotic Process Automation in a nutshell.

Development

Development Software Review Technical Review Artificial Inteligence

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Netflix Tech

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source

Open Source Data Machine Learning Artificial Inteligence

Machine Learning Use Cases: iTexico’s HAL

iTexico

AUGUST 26, 2019

Machine Learning Use Cases: iTexico’s HAL. The smart reply function utilizes machine learning to automatically suggest three different brief, customized responses to quickly answer any emails you may receive. Small cameras, placed on top of shelves, monitor and stream real-time information on shelf-stock levels.

Artificial Inteligence

Artificial Inteligence Machine Learning Software Review Artificial Intelligence

MLOps and DevOps: Why Data Makes It Different

O'Reilly Media - Ideas

OCTOBER 19, 2021

Much has been written about struggles of deploying machine learning projects to production. This approach has worked well for software development, so it is reasonable to assume that it could address struggles related to deploying machine learning in production too. How can you start applying the stack in practice today?

DevOps

DevOps Data Software Review Technical Advisors

Getting specific with GenAI: How to fine-tune large language models for highly specialized functions

Next Best Action Marketing: How to Implement Hyper-Personalization with Machine Learning

Webinars

Trending Sources

NJ Transit creates ‘data engine’ to fuel transformation

Webinars

Fine tune a generative AI application for Amazon Bedrock using Amazon SageMaker Pipeline decorators

Should you build or buy generative AI?

Buying advice for CIOs as low-code/no-code spending rises

Length of Stay in Hospital: How to Predict the Duration of Inpatient Treatment

What you need to know about product management for AI

How to Choose a Data Science and AI Consulting Company

Glass rethinks the smartphone camera through an old-school cinema lens

Protected Health Information: Securing PHI and Staying HIPAA Compliant

What Do CIOs Have To Know About Business Intelligence?

Schedule Optimization: Technological Approaches and Use Cases

Estimated Time of Arrival: How to Approach ETA Calculations in Logistics

B2B Travel Platform For Corporate Travel Management

Customer Loyalty In Insurance: Technologies and Strategies To Retain and Keep Customers Loyal

Managing machine learning in the enterprise: Lessons from banking and health care

AI in Short-Term Rentals: How Machine Learning Shapes STR

Short-Term and Vacation Rental Data: Sources and Analysis

AI & Business Analytics: A Smart Guide

How guardrails allow enterprises to deploy safe, effective AI

Automated Claims Processing: Using RPA and Machine Learning to Manage Insurance Claims

Avoid AI pitfalls: Understanding how your business sells is key to a smooth AI deployment

Traffic Prediction: How Machine Learning Helps Forecast Congestions and Plan Optimal Routes

Robotic Process Automation: Technology Overview, Types of RPA Software, and Application Examples

Travel Fraud Protection: Key Types of Travel Scam, Protective Measures, and Software to Consider

Process Mining Explained: Techniques, Applications, and Challenges

Build a contextual chatbot for financial services using Amazon SageMaker JumpStart, Llama 2 and Amazon OpenSearch Serverless with Vector Engine

Natural Language Processing in Healthcare: Using Text Analysis for Medical Documentation and Decision-Making

Employee Spotlight: Mark Richman

How to Set AI Goals

Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks

Automating the Automators: Shift Change in the Robot Factory

Supply Chain Control Tower: Enhancing Visibility and Resilience

Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra

Choosing the right Chatbot Assistant for your Business

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Interpreting predictive models with Skater: Unboxing model opacity

AI Product Management After Deployment

Sentiment Analysis in Hotel Reviews: Developing a Decision-Making Assistant for Travelers

What is RPA Developer: Role Description, Skills, and RPA Certification

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Machine Learning Use Cases: iTexico’s HAL

MLOps and DevOps: Why Data Makes It Different

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