Unite.AI

OCTOBER 3, 2023

When Meta introduced their Llama models, it sparked a renewed interest in open-source LLMs. To create affordable, open-source LLMs that are as good as top-tier models such as GPT-4, but without the hefty price tag or complexity. Together raised $20 million , aiming to shape open-source AI.

Large Language Models 334

Large Language Models Convolutional Neural Networks AI AI 334

Unite.AI

APRIL 13, 2024

Data Analytics AI enables marketers to monitor customer data and uncover hidden patterns and trends. Personalization AI analyzes individual client data and behavior to allow hyper-personalized marketing experiences. Here are some key roadblocks: Data Security: Marketers handle a vast amount of sensitive customer data.

AI 324

AI AI AI Tools Automation 324

Pragnakalp

APRIL 18, 2024

When requesting data from an API or retrieving information from databases or AI models like ChatGPT, Claude, Gemini, or LLaMA, there may be delays exceeding the maximum timeout limit of 30 seconds. Now, Enable webhook (create webhook if not created) and add webhook with tag ‘response’. Why are we required to increase Session Timeout?

NLP 59

NLP Chatbots Python ChatGPT 59

AssemblyAI

FEBRUARY 1, 2024

Join Us On Discord Ask Questions About Your Audio With LLMs LLMs make it possible to answer questions about your text data, and  AssemblyAI's LeMUR  makes it easy to apply LLMs to audio and video data. Our LeMUR guides will show you how to: Summarize your audio data with key takeaways. 

Large Language Models 173

Large Language Models Python Generative AI LLM 173

AWS Machine Learning Blog

MAY 15, 2024

Figure 1: Architectural diagram of the exam generator application The workflow includes the following steps: The educator opens the landing page for generating an exam under the domain gen-exam. The learner opens the landing page to take the exam under the domain take-exam. The S3 bucket is configured using event notification. (You

Prompt Engineer 109

Prompt Engineer Prompt Engineering Generative AI Python 109

Artificial Corner

MAY 27, 2024

Nowadays everyone wants to get some data from you, so to create a new account, participate in a giveaway, or get a free e-book you need to fill in your information in a form. First, we’ll see how to fill in a form with data we create in a Python list, and then I’ll show you how to generate fake data to fill in multiple forms.

Automation 70

Automation Python AI AI 70

Marktechpost

DECEMBER 24, 2023

JoyTag has emerged, designing tag images with a focus on gender positivity and inclusivity. JoyTag is superior to its counterparts due to its multi-label classification as its target task, 5000 unique tags, utilization of the Danbooru tagging schema, and extension of its application across various image types.

AI Modeling 83

AI Modeling Artificial Intelligence Artificial Intelligence AI 83

AssemblyAI

FEBRUARY 15, 2024

First, a user will call a Twilio number which we will configure to forward the incoming data stream to AssemblyAI. In our case, we use <Say> tags that tell Twilio to speak the sentence between the tags to the caller. Next, we’ll open an ngrok tunnel on port 5000 (through which our Flask app will be served).

Python 147

Python Chatbots Automation AI 147

Unite.AI

OCTOBER 19, 2023

The foundation of this phenomenon lies in the training data. During pre-training, models are exposed to vast quantities of text data, learning grammar, facts, biases, and even some misconceptions from the web. Training Data: The internet, while a vast resource, is not free from biases, misinformation, or malicious content.

Prompt Engineer 277

Prompt Engineer Prompt Engineering Large Language Models LLM 277

AssemblyAI

OCTOBER 2, 2023

Join Us On Discord Brand New Usage Dashboard ⚡️ What's new — More usage and spend data available! We're excited to introduce new date range options, giving you the flexibility to view your usage and spend data in exactly the way you want. Deploy FALCON-180B Instantly!

Large Language Models 130

Large Language Models OpenAI AI Tools AI Modeling 130

Unite.AI

AUGUST 1, 2023

Generative models like GPT-4 can produce new data based on existing inputs. Furthermore, it opens doors to seamlessly integrating LLMs with external tools and data sources, broadening the range of their potential uses. Our exploration into prompt engineering techniques aims to improve these aspects of LLMs.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Marktechpost

APRIL 4, 2024

In today’s age, the accuracy of data plays a crucial role in determining the efficiency of artificial intelligence (AI) systems. Gretel has made a remarkable contribution to the field of AI by launching the most extensive and diverse open-source Text-to-SQL dataset.

Artificial Intelligence 95

Artificial Intelligence Artificial Intelligence AI Modeling Data Scarcity 95

Towards AI

DECEMBER 28, 2023

In this article, I’ll introduce you to 10+ essential open-source Python packages for Natural Language Processing that you can’t miss. Before starting, consider taking a look at my Medium profile where I cover topics on Data Science, Machine Learning, and Python! Join thousands of data leaders on the AI newsletter.

Natural Language Processing 91

Natural Language Processing Python Computational Linguistics NLP 91

Marktechpost

MARCH 26, 2024

In our digital world, everyone is always trying to access more data. Folders and tags, the traditional standbys, may become cumbersome, and keyword searches frequently yield useless results. We toil away many hours trying to reassemble missing data, find misplaced papers, and piece together seemingly unrelated pieces of information.

Natural Language Processing 107

Natural Language Processing AI AI Large Language Models 107

Bitext

SEPTEMBER 22, 2023

If data is the oil of the AI industry, we are running out of data faster than out of oil. This lack of differentiation leads to AI applications that offer undifferentiated experiences since they are based on similar models with similar data and similar architectures. Definitely, we have a problem. What Solutions are Available?

LLM 52

LLM NLP Chatbots AI 52

Unite.AI

OCTOBER 16, 2023

The roadmap to LLM integration have three predominant routes: Prompting General-Purpose LLMs : Models like ChatGPT and Bard offer a low threshold for adoption with minimal upfront costs, albeit with a potential price tag in the long haul. Training Data : The essence of a language model lies in its training data.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

ODSC - Open Data Science

SEPTEMBER 12, 2023

Most data scientists are familiar with the concept of time series data and work with it often. The time series database (TSDB) , however, is still an underutilized tool in the data science community. Typically, time series analysis is performed either on CSV files or data lakes.

Data Scientist 97

Data Scientist Data Science Metadata Python 97

Marktechpost

JANUARY 22, 2024

After human annotation is complete, a machine-learning model automatically examines the tagged pictures to generate the same annotations. Image annotation is the process of labeling or categorizing an image with descriptive data that helps identify and classify objects, people, and situations included within the image. Makingsense.ai

Computer Vision 85

Computer Vision Machine Learning ML Deep Learning 85

AWS Machine Learning Blog

OCTOBER 6, 2023

These models process and generate content across various data forms, like text and images. By translating images into text, we unlock and harness the wealth of information contained in visual data. This is where the power of auto-tagging and attribute generation comes into its own.

Generative AI 91

Generative AI Prompt Engineer Prompt Engineering Computer Vision 91

Marktechpost

MARCH 30, 2024

This innovative open-source library is not merely an advancement; it’s a transformation set to empower robots with unparalleled autonomous behaviors. Traditionally, robots’ ability to understand and navigate their environment was hampered by the need for extensive training and data to recognize objects and perform tasks.

Artificial Intelligence 86

Artificial Intelligence Artificial Intelligence Robotics ML 86

AWS Machine Learning Blog

NOVEMBER 22, 2023

We start with an introduction of the Cost Optimization pillar and design principles, and then dive deep into the four focus areas: financial management, resource provision, data management, and cost monitoring. Data management Data plays a key role throughout your IDP solution, from building and delivering.

IDP 77

IDP Auto-classification Machine Learning Auto-complete 77

AWS Machine Learning Blog

JUNE 8, 2023

Data scientists need a consistent and reproducible environment for machine learning (ML) and data science workloads that enables managing dependencies and is secure. To improve this experience, we announced a public beta of the SageMaker open-source distribution at 2023 JupyterCon. An existing SageMaker domain.

Data Scientist 72

Data Scientist ML Machine Learning Deep Learning 72

IBM Journey to AI blog

JANUARY 26, 2024

Our team announced different product capabilities designed to simplify your teams’ ability to observe, debug, remediate and enhance your entire stack—integrating observability practices and telemetry data seamlessly into your entire software development lifecycle. The capability is currently in open beta.

Automation 214

Automation DevOps Software Development Artificial Intelligence 214

AWS Machine Learning Blog

JANUARY 9, 2024

Amazon Q can become your tailored business expert and let you discover content, brainstorm ideas, or create summaries using your company’s data safely and securely. Everything you need is provided as open source in our GitHub repo. For more information, see Introducing Amazon Q, a new generative AI-powered assistant (preview).

Software Engineer 101

Software Engineer Metadata Software Development Generative AI 101

Heartbeat

FEBRUARY 29, 2024

Photo by Nathan Dumlao on Unsplash Introduction Web scraping automates the extraction of data from websites using programming or specialized tools. Required for tasks such as market research, data analysis, content aggregation, and competitive intelligence. A set of tags is used to structure content on the Internet.

LLM 52

LLM Data Extraction Metadata Python 52

Towards AI

FEBRUARY 18, 2024

This study makes use of a document that contains information about financial data. Methodology: The proposed methodology includes reading a text file, tokenizing details, writing multiple functions to extract information, and finally creating a data frame with this information.Libraries Used: 1.

NLP 105

NLP Natural Language Processing Python AI 105

AssemblyAI

APRIL 15, 2024

Speech AI technology often refers to speech-to-text AI models that transform voice data into actionable, accurate transcripts. However, Speech AI software today doesn't just include speech-to-text models that transcribe audio data. Remember: Not all audio data is captured over a high-end podcast-quality microphone.

Natural Language Processing 147

Natural Language Processing AI AI AI Modeling 147

Marktechpost

NOVEMBER 10, 2023

The approach surpasses standard distillation methods, delivering superior results with only a third of the data. Personalized distillation consistently outperforms standard methods, achieving better results with only one-third of the data. Data was collected from code-alpaca and seed tasks from MBPP for pretraining.

Large Language Models 74

Large Language Models LLM Data Quality AI 74

Unite.AI

OCTOBER 6, 2023

Celina Lee is the CEO and co-founder of Zindi , the largest professional network for data scientists in Africa. Celina has a passion for unleashing the power of data for social good. What I like about working with data is that data has a story to tell. As one data scientist told me, on Zindi she has found a home.

Data Scientist 289

Data Scientist Data Science Machine Learning Natural Language Processing 289

Unite.AI

DECEMBER 1, 2023

Snorkel AI enables enterprises to develop AI that works for their unique workloads using their proprietary data and knowledge 10-100x faster. You first started and led the Snorkel open-source project while at Stanford, could you walk us through the journey of these early days? What are the core principles of a data-centric AI approach?

Data Scientist 147

Data Scientist Auto-classification AI AI 147

Chatbots Life

MAY 13, 2023

In this guide, we’ll explore a wide range of ChatGPT prompts that can help you tackle everything from data analysis and coding to content creation and SEO. </p> Change the HTML of a line of code Add a class of "header" to this header tag? <h1>Hello, ChatGPT Certification What are we going to cover?

ChatGPT 95

ChatGPT Chatbots Explainability Software Engineer 95

AWS Machine Learning Blog

MAY 5, 2023

Voxel51 is the company behind FiftyOne, the open-source toolkit for building high-quality datasets and computer vision models. You can use Ground Truth and FiftyOne to accelerate your data labeling project. You need to clean the data, augmenting the labeling schema with style labels.

Metadata 73

Metadata Computer Vision Machine Learning Data Scientist 73

Defined.ai blog

APRIL 10, 2023

The model then assigns a category tag to each named entity based on its context within the text. For example, a phrase like “President Biden” would be tagged as a “Person,” while a phrase like “Mount Everest” would be tagged as a “Location.”

NLP 52

NLP Categorization Natural Language Processing Algorithm 52

Defined.ai blog

APRIL 10, 2023

The model then assigns a category tag to each named entity based on its context within the text. For example, a phrase like “President Biden” would be tagged as a “Person,” while a phrase like “Mount Everest” would be tagged as a “Location.”

NLP 52

NLP Categorization Natural Language Processing Algorithm 52

AWS Machine Learning Blog

MARCH 13, 2024

You will find the chat message in tag, and find the policy in the tag. You can find additional rules in the tag to assist your decision. Please consider and provide your analysis in the tag, breaking down each rule in the rule section, and keep and analysis within 100 words. Respond in the tag with either 'Y' or 'N'.

LLM 101

LLM Natural Language Processing Prompt Engineer Prompt Engineering 101

AWS Machine Learning Blog

MARCH 25, 2024

Some customers entrust Amazon Transcribe with data that is confidential and proprietary to their business. In other cases, audio content processed by Amazon Transcribe may contain sensitive data that needs to be protected to comply with local laws and regulations. For more information about data privacy, see the Data Privacy FAQ.

Natural Language Processing 76

Natural Language Processing Machine Learning NLP Algorithm 76

Unite.AI

NOVEMBER 10, 2023

The price tag of $699, coupled with a $24 monthly subscription for additional services like a phone number and data coverage through T-Mobile, places the AI Pin in the higher echelon of wearable technology. This indicator light signals when the device is collecting data, ostensibly to inform both the user and those around them.

AI 230

AI AI AI Modeling OpenAI 230