ODSC - Open Data Science

DECEMBER 4, 2023

ChatGPT’s explosion in popularity has created a surge in AI-generated blogs, articles, emails, resumes, and academic papers. By analyzing each category, these models can learn common differences between them. Differences in AI and human-written content fall into two main categories — perplexity and burstiness.

AI 94

AI AI Natural Language Processing Data Science 94

IBM Journey to AI blog

OCTOBER 16, 2023

ML also helps businesses forecast and decrease customer churn (the rate at which a company loses customers), a widespread use of big data. Companies set up chatbots there to ensure fast responses, provide carousels of images and call-to-action buttons, help customers find nearby options or track shipments, and allow secure purchases.

Machine Learning 129

Machine Learning ML Algorithm Chatbots 129

AWS Machine Learning Blog

SEPTEMBER 7, 2023

Efficient control policies enable industrial companies to increase their profitability by maximizing productivity while reducing unscheduled downtime and energy consumption. The algorithm trained in this blog post is called “ Conservative Q Learning ” (CQL). sudo yum install jq cd utils sh generate_mock_data.sh

Natural Language Processing 94

Natural Language Processing Machine Learning Algorithm Automation 94

IBM Journey to AI blog

MAY 26, 2023

Leading life science companies are leveraging cloud for innovation around operational, revenue and business models. Leading life sciences companies are discovering the power of cloud in enabling analytics and artificial intelligence (AI) , shrinking innovation cycles, and standardizing processes across global operations, among other benefits.

Automation 199

Automation Machine Learning Artificial Intelligence Artificial Intelligence 199

Towards AI

FEBRUARY 15, 2023

Last Updated on February 15, 2023 by Editorial Team What happened this week in AI by Louis This week was rather chaotic in the world of large language models (LLMs) and “Generative AI” as large tech companies scrambled to display their technology in the wake of ChatGPT’s success.

Large Language Models 88

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

Bugra Akyildiz

JANUARY 1, 2023

I recently stumbled upon a great blog post that talks about Reliability in Deep Learning Models from Google. They define main 3 different categories: Uncertainty reflects the imperfect or unknown information that makes it difficult for a model to make accurate predictions. Pick the photo that best represents the category.

Large Language Models 52

Large Language Models Deep Learning AI AI 52

Robot Writers AI

DECEMBER 31, 2023

50+ Companies Align Against ChatGPT: More than 50 companies — including IBM, Facebook’s parent company Meta and Oracle — have formed a coalition against ChatGPT’s maker, OpenAI. Share a Link : Please consider sharing a link to [link] from your blog, social media post, publication or emails.

Auto-complete 111

Auto-complete ChatGPT OpenAI AI 111

Pickl AI

JUNE 25, 2023

With the large volume of data that we’re creating, it has become integral for companies to harness this information accurately and use it in strategizing their policies. In this blog, we are going to unfold the role of business analytics with examples and its scope in the future. Digitization has massively impacted the world.

Machine Learning 52

Machine Learning Data Science Business Intelligence Data Mining 52

Robot Writers AI

NOVEMBER 12, 2023

LivePerson has released an AI upgrade to its software — which includes the ability for company managers to evaluate customer support conversations handled by humans — as compared to customer support conversations handled by AI. ” *Can I Get a Witness?

ChatGPT 106

ChatGPT OpenAI AI Chatbots Robotics 106

Flipboard

MAY 17, 2023

Will companies marketing large language models every justify the enormous valuations some of these companies are now enjoying? By the way, I recommend a long blog post by Stephen Wolfram. went viral last January, OpenAI was reportedly considering a tender offer that valued the company at almost $30 billion. I’ve read it.

Large Language Models 182

Large Language Models Robotics Convolutional Neural Networks Neural Network 182

Heartbeat

FEBRUARY 21, 2023

Among other things, companies use it to get insight from their customers on social media and know what is being said about their products. Sentiment Analysis One common approach to sentiment analysis is using supervised machine learning techniques to classify text into various sentiment categories, such as positive, negative, or neutral.

Natural Language Processing 52

Natural Language Processing NLP Computational Linguistics Machine Learning 52

Viso.ai

DECEMBER 20, 2023

In image recognition , supervised learning algorithms are used to learn how to identify a particular object category (e.g., “person”, “car”, etc.) For example, you can use supervised learning for image classification , where algorithms learn to classify data into different categories (e.g., from a set of images.

Computer Vision 98

Computer Vision Neural Network Machine Learning Algorithm 98

IBM Journey to AI blog

JANUARY 23, 2024

A procurement advisor helps map across the gaps, typically resulting in a plan to advance category management, to develop a target operating model and surfacing other key opportunities where there is need to mobilize action. At IBM, with operations in more than 170 countries involving over 13,000 suppliers, this wasn’t an easy task.

AI Automation 241

AI Automation Automation Algorithm Generative AI 241

Bugra Akyildiz

JANUARY 20, 2024

The blog post introduces AMIE, a research AI system designed for diagnostic medical reasoning and conversations. They cover various papers in different categories: Deep learning and search ranking: One of the challenges in search ranking is that users are searching over a period of days or weeks, and not minutes.

Natural Language Processing 52

Natural Language Processing NLP AI AI 52

Heartbeat

SEPTEMBER 28, 2023

This is an important metric for companies for the following reasons: Impact on revenue: Loss of customers reduces revenue and growth opportunities. Project Objective The goal of our project is to predict customer churn for telecommunications companies using a model stacking approach. Photo by Blake Wisz on Unsplash I.

Machine Learning 52

Machine Learning Categorization ML Data Scientist 52

AWS Machine Learning Blog

JANUARY 26, 2024

Some risks may be acceptable to your business, and a threat modeling exercise can help your company identify what your acceptable risk appetite is. It helps make sure that if any one security control is compromised or fails, additional layers exist to help isolate threats and prevent, detect, respond, and recover from security events.

Generative AI 122

Generative AI LLM ML AI 122

Heartbeat

MAY 8, 2023

As more and more companies adopt computer vision models for various applications, it has become increasingly important to monitor the performance of these models over time to ensure they continue to deliver accurate results. In this blog, we’ll attempt to differentiate between healthy and unhealthy bean leaves.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Deep Learning 52

IBM Journey to AI blog

APRIL 11, 2024

Moreover, the OECD places legally enforceable AI regulations and standards in a separate category from the initiatives mentioned earlier, in which it lists an additional 337 initiatives. Private companies prioritize economic prosperity, focusing on efficiency and productivity that drives business success and shareholder value.

AI 196

AI AI Responsible AI AI Modeling 196

Cold Takes

JANUARY 25, 2023

One category is messages that generically emphasize the importance and potential imminence of powerful AI systems. 3 ) Another category is messages that emphasize that AI could be risky/dangerous to the world, without much effort to fill in how , or with an emphasis on easy-to-understand risks.

AI 52

AI AI AI Developer AI Development 52

AssemblyAI

DECEMBER 28, 2022

In addition, we were also proud to be recognized as a G2 High Performer and Momentum Leader in the Voice Recognition Software category for Fall , Summer , and Spring 2022. To receive G2’s High Performer recognition, companies must maintain the highest customer satisfaction scores in the given category.

AI Researcher 130

AI Researcher AI Research AI Modeling Deep Learning 130

Heartbeat

JANUARY 30, 2023

Companies can use sentiment analysis in customer service, for instance, to monitor and address client feedback and grievances posted on websites, social media platforms, and other channels. The study of how people communicate their thoughts, beliefs, and feelings through language is a fast-expanding area of natural language processing (NLP).

Machine Learning 52

Machine Learning Deep Learning Natural Language Processing NLP 52

IBM Journey to AI blog

JUNE 21, 2023

IBM offerings were featured in more than 1300 unique G2 reports, earning a top-three product placement in over 400 reports, across various categories. Explore how IBM software can support your business needs The post G2 Summer Reports name IBM a Leader appeared first on IBM Blog.

Robotics 142

Robotics Automation Algorithm 142

AWS Machine Learning Blog

NOVEMBER 7, 2023

Upon document transfer, an S3 event notification triggers a Lambda function, which then calls the SageMaker embedding model endpoint to generate embeddings for the new document. Cost-effective – By automating the creation of tailored ads, companies can significantly reduce costs associated with ad production and revisions.

Large Language Models 94

Large Language Models Generative AI LLM AI 94

IBM Journey to AI blog

NOVEMBER 14, 2023

High performing, data-driven organizations have created new business models, utility partnerships and enhanced existing offerings from data monetization that contributes more than 20% to the company’s profitability. Take the example of a client who integrated a set of disparate company ESG data into a new dataset.

ESG 283

ESG Generative AI AI AI 283

AWS Machine Learning Blog

MARCH 15, 2024

However, existing solutions can often fall into two categories: rule-based systems that demand substantial time and effort for setup and upkeep, or rigid systems that lack the flexibility required for human-like interactions with customers. The JSON body of the request is provided in the event slot. """ logger.debug('event is: {}'.format(event))

Generative AI 120

Generative AI Prompt Engineer Prompt Engineering LLM 120

Heartbeat

JANUARY 26, 2023

What tips do big name companies have for students and start ups? Visualize the most frequently used words for each category. We asked them! Read or watch our industry Q&A for advice from teams at Stanford, Google, and HuggingFace. We will: Check the most frequently used words. store the words in a defaultdict # 2.

Python 52

Python Natural Language Processing NLP Deep Learning 52

AWS Machine Learning Blog

MAY 8, 2024

With customers able to easily switch between providers, reducing customer churn is a crucial priority for telecom companies who want to stay ahead. This meticulous approach allows Dialog Axiata to gain valuable insights into customer behavior, enabling them to predict potential churn events with remarkable accuracy.

ML 93

ML AI AI Categorization 93

Flipboard

MARCH 6, 2023

In just the past few months, we’ve already seen how generative AI is setting the business agenda for major tech companies. Media companies like BuzzFeed are using it to generate listicles and help with the reporting process. Which is why so many businesses, giant and small, are jumping to capitalize on it.

Generative AI 123

Generative AI OpenAI AI AI 123

Flipboard

JULY 31, 2023

Helping You Find the Best Datasets In this blog post, we aim to empower both seasoned and novice data scientists by providing a comprehensive guide to the top machine learning datasets available in 2023. Image classification involves assigning a label to an image from a predetermined set of categories.

Machine Learning 104

Machine Learning Computer Vision Deep Learning Convolutional Neural Networks 104

IBM Journey to AI blog

DECEMBER 20, 2023

Cloud computing services and management products fall into three primary categories: Software-as-a-Service (SaaS) offers applications hosted on a cloud server and distributed to end-users over the public internet. Does your company need services to accelerate cloud migration ?

DevOps 258

DevOps Machine Learning Automation Big Data 258

The MLOps Blog

JANUARY 5, 2023

It’s nice to participate in this event. Kuba: Integrating things like Google Lens and making a product that essentially, I think a lot of companies definitely try to improve their to-shop experience, and that happens for sure and in fashion. Even big fashion companies such as H&M have it in their apps. Welcome, Kuba.

Computer Vision 52

Computer Vision Machine Learning ML Explainability 52

AWS Machine Learning Blog

JANUARY 6, 2023

The recently published IDC MarketScape: Asia/Pacific (Excluding Japan) AI Life-Cycle Software Tools and Platforms 2022 Vendor Assessment positions AWS in the Leaders category. The company had to be among the top 15 vendors by the reported revenues of 2020–2021 in the APEJ region, according to IDC’s AI Software Tracker. AWS position.

Data Scientist 69

Data Scientist ML Machine Learning Explainability 69

Robot Writers AI

MARCH 31, 2024

In any event, here are details from Q1 chronicling the ever-more formidable rise-of-the-machines: *ChatGPT CEO: AI Will Usurp 95% of Marketing Work: In a stunning moment of candor, ChatGPT CEO Sam Altman has stated that AI will usurp 95% of the marketing work currently performed by agencies, strategists and creatives.

Auto-complete 52

Auto-complete Robotics ChatGPT AI 52

AWS Machine Learning Blog

SEPTEMBER 6, 2023

Christensen recommends that large companies maintain small, nimble divisions that attempt to replicate this phenomenon internally to avoid being blindsided and overtaken by startup competitors. Over the years, McDonald’s partnered with multiple companies that have products targeted at children, such as Nintendo and Disney.

Auto-complete 97

Auto-complete Machine Learning ML Python 97

Unite.AI

MARCH 26, 2024

For example, travel bloggers can animate the sky and water and embed them on their travel blogs. Photoleap Features Photolep's features can be divided into two categories: AI Tools and Editing Tools. Fotor also offers templates and other resources specific to events, themes, marketing, and social media.

AI Tools 130

AI Tools AI AI Algorithm 130

Mlearning.ai

MAY 23, 2023

Hey guys, in this blog we will see some of the most asked Data Science Interview Questions by interviewers in [year]. Read the full blog here —  [link] Data Science Interview Questions for Freshers 1. Data is said to be highly imbalanced if it is distributed unequally across different categories. What is Data Science?

Data Science 52

Data Science Neural Network Deep Learning Machine Learning 52

Heartbeat

MARCH 19, 2024

Next, we'll look at how companies are using LLMOps to improve the performance of their LLMs. Case Studies: How Companies Are Using LLMOps Large language models can be applied to a wide range of real-world scenarios. " There are currently two categories of LLMs based on ownership: open source and proprietary.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Natural Language Processing 52