Mlearning.ai

FEBRUARY 28, 2023

Writing More Production-Ready Data Science Project (Part 2): Creating a Web App with Streamlit and Deploying to Google Cloud Run with Docker Photo by Venti Views on Unsplash 1. We will test the app locally before containerizing it with Docker and deploy it on Google Cloud Run to share with the world. for the Google Cloud Run service.

Data Science 52

Data Science Python Data Scientist ML 52

Pickl AI

MAY 7, 2023

Facial Recognition With the DeepFace technology, Facebook analyses the image and, based on it, recommends the name of the friends for tagging. The Tagging Game: Facial Recognition We love to tag our friends on Facebook. Thus aiding the process of tagging. It’s fun, but do you know what runs behind it?

Big Data 52

Big Data Data Science Deep Learning Robotics 52

Bitext

AUGUST 24, 2021

Everything looks promising in the world of bots: big players are pushing platforms to build them (Google, Amazon, Facebook, Microsoft, IBM, Apple), large retail companies are adopting them (Starbucks, Domino’s, British Airways), press is excited about movies becoming reality; and we users are eager to use. i want to enable the alarm….

Automation 52

Automation Chatbots NLP Machine Learning 52

ODSC - Open Data Science

APRIL 28, 2023

Introduction to SpaCy SpaCy is a python library designed to provide a “complete” NLP pipeline, including ingestion, tokenization, tagging, representation, and even classification. He obtained his Masters in Public Health (MPH) from Johns Hopkins and his PhD in Policy Analysis from the Pardee RAND Graduate School.

Deep Learning 98

Deep Learning Convolutional Neural Networks Neural Network NLP 98

Heartbeat

FEBRUARY 29, 2024

A set of tags is used to structure content on the Internet. Tags are like containers that wrap various elements, defining their structure and appearance on a web page. HTML Tags Tags are the heart of HTML. These are always included in the opening tag and specified as name/value pairs. HTML Elements ( Wikipedia ) 1.

LLM 52

LLM Data Extraction Metadata Python 52

AssemblyAI

JANUARY 19, 2023

In this guide, we'll learn how to leverage Google Colab's free GPUs to create a simple web app that runs Stable Diffusion. When we spin up our Flask application, it will be locally hosted on Google Colab's servers. Setup Go to the Google Colab notebook. Otherwise, jump down to the Use the app subsection.

Python 130

Python Prompt Engineer Prompt Engineering Chatbots 130

Unite.AI

JULY 28, 2023

” 3) The Audit feature includes checks for keyword usage, meta tags, and content length, among other factors. Quickly generate an SEO-optimized blog post of 2,600+ words almost ready for publication within minutes based on a single keyword, YouTube video, podcast, existing blog, PDF, document, or audio file.

AI 246

AI AI Artificial Intelligence Artificial Intelligence 246

AWS Machine Learning Blog

MAY 5, 2023

Although articles of clothing are labeled with categories (and subcategories) and contain a variety of helpful tags that are extracted from the original product descriptions, the data is not systematically labeled with pattern or style information. It’s an established and well-cited dataset, but it isn’t directly suited for your use case.

Metadata 73

Metadata Computer Vision Machine Learning Data Scientist 73

Snorkel AI

MAY 24, 2023

From generative modeling to automated product tagging, cloud computing, predictive analytics, and deep learning, the speakers present a diverse range of expertise. He has over 30 publications and more than 20 patents in machine learning and NLP. He is also a founding member of the Data for Good Exchange (D4GX).

Machine Learning 52

Machine Learning Data Scientist Computer Vision ML 52

Snorkel AI

MAY 24, 2023

From generative modeling to automated product tagging, cloud computing, predictive analytics, and deep learning, the speakers present a diverse range of expertise. He has over 30 publications and more than 20 patents in machine learning and NLP. He is also a founding member of the Data for Good Exchange (D4GX).

Machine Learning 52

Machine Learning Data Scientist Computer Vision ML 52

Pragnakalp

JANUARY 1, 2024

To utilize these models on Google Colab or a system, a minimum of a 16 GB RAM GPU (T4/V100) is needed. To utilize these models on Google Colab or a system for inference, a minimum of a 100 GB RAM GPU (2xA100 or 2xH100 GPU) is needed. Running it on a CPU (without GPU) is feasible, but it will significantly increase the execution time.

Natural Language Processing 52

Natural Language Processing Neural Network Convolutional Neural Networks LLM 52

Unite.AI

AUGUST 21, 2023

In the rapidly evolving landscape of workflow automation, Albato positions itself as an efficient and affordable solution, perfect for businesses aiming to streamline processes without the hefty price tag. Extensive Integration: Compatible with 1400+ apps and any public API. Instant Execution: Allows real-time monitoring of data flow.

Automation 246

Automation Algorithm ML AI 246

Ofemwire

MAY 11, 2023

It uses a deep learning algorithm to analyze previous successful content and then generates relevant and captivating titles, descriptions, and even meta tags. This software can be used as a browser extension, or integrated into popular writing tools like Microsoft Word, Google Docs, and WordPress.

Natural Language Processing 52

Natural Language Processing AI AI Automation 52

Google Research AI blog

JUNE 23, 2023

Posted by Ramki Gummadi, Software Engineer, Google and Kevin Chen, Software Engineer, YouTube Caching is a ubiquitous idea in computer science that significantly improves the performance of storage and retrieval systems by storing a subset of popular items closer to the client based on request patterns.

Automation 79

Automation Neural Network Software Engineer Metadata 79

Mlearning.ai

MARCH 2, 2023

Pre-training of Deep Bidirectional Transformers for Language Understanding BERT is a language model that can be fine-tuned for various NLP tasks and at the time of publication achieved several state-of-the-art results. 2 Follow-up Publications: ALBERT, RoBERTa, BEiT, and Co. BERT Architecture and Training III.1 1 Architecture III.2

BERT 52

BERT NLP Deep Learning Neural Network 52

Snorkel AI

JUNE 12, 2023

In 2007, Google researchers published a paper on a class of statistical language models they dubbed “large language models”, which they reported as achieving a new state of the art in performance. classification, tagging, extraction). They used a very standard model and a decoding algorithm so simple they named it “Stupid Backoff” 1.

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 145

Snorkel AI

JUNE 12, 2023

In 2007, Google researchers published a paper on a class of statistical language models they dubbed “large language models”, which they reported as achieving a new state of the art in performance. classification, tagging, extraction). They used a very standard model and a decoding algorithm so simple they named it “Stupid Backoff” 1.

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

Snorkel AI

MAY 25, 2023

Since the public unveiling of ChatGPT, large language models (or LLMs) have had a cultural moment. The potential of these enormous neural networks has both excited and frightened the public; the same technology that promises to help you digest long email chains also threatens to dethrone the essay as the default classroom assignment.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

Since the public unveiling of ChatGPT, large language models (or LLMs) have had a cultural moment. The potential of these enormous neural networks has both excited and frightened the public; the same technology that promises to help you digest long email chains also threatens to dethrone the essay as the default classroom assignment.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

ODSC - Open Data Science

FEBRUARY 14, 2023

Since its release on November 30, 2022 by OpenAI , the ChatGPT public demo has taken the world by storm. Google-killer? ChatGPT is being hyped as a “Google-killer” thanks to NLP methods that deliver rapid and straightforward answers to text prompts while also writing music lyrics, school papers, poetry, and even programming code.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

Heartbeat

FEBRUARY 8, 2024

The Amazon HDX and Nexus are praised for their pricing, while Apple and Google have more app choices. "] for index, convo in enumerate(queries): # log the few-shot predictions comet_llm.log_prompt(prompt=convo, prompt_template= instructions, output=predict(convo), tags = ["gpt-3.5-turbo",

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

AWS Machine Learning Blog

JANUARY 17, 2023

For classification, we will identify binary or multiclass classification in the training script "eval_metric": "roc_auc", "verbosity": 2, "pretrained-transformer": "google/electra-small-discriminator", }. Understanding customer behavior is top of mind for every business today. containers/huggingface_transformer_randomforest').resolve()),

Categorization 68

Categorization BERT Machine Learning Neural Network 68

Heartbeat

NOVEMBER 6, 2023

You can find the working code in our Google Colab Notebook. Editor’s Note: Heartbeat is a contributor-driven online publication and community dedicated to providing premier educational resources for data science, machine learning, and deep learning practitioners. Let’s see how we can set up our project.

LLM 52

LLM Machine Learning Deep Learning Natural Language Processing 52

Dlabs.ai

FEBRUARY 24, 2021

This article will show you how to: Setup and deploy MLflow on the Google Cloud Platform Introduce fresh, simple methods for tracking ML experiments Stop storing 100s of charts, files, and metrics locally Help your teammates optimize workflows Take your teamwork to the next level Why MLflow? So, let’s jump in!

Auto-complete 52

Auto-complete Machine Learning ML Explainability 52

Snorkel AI

FEBRUARY 13, 2024

In cases where the high-confidence subset of data appears sufficiently robust, data scientists could cast aside all records tagged as likely-incorrect and train their model with the remainder. OpenAI, Google, and Meta all bar users from training potential competitors using their LLMs’ output.

LLM 52

LLM Data Scientist Neural Network Data Science 52

Snorkel AI

FEBRUARY 13, 2024

In cases where the high-confidence subset of data appears sufficiently robust, data scientists could cast aside all records tagged as likely-incorrect and train their model with the remainder. OpenAI, Google, and Meta all bar users from training potential competitors using their LLMs’ output.

LLM 52

LLM Data Scientist Neural Network Data Science 52

John Snow Labs

JULY 19, 2023

Big commercial players such as Google, Meta, and Databricks also have a presence in the LLM market. Google’s PALM-2 (Bard) and Meta’s LLaMA models stand out, with the latter available as open-source for non-commercial uses. Released under the Apache 2.0 A key feature of Cohere’s AI platform is its cloud-agnostic nature.

LLM 98

LLM OpenAI Large Language Models NLP 98

Unite.AI

JUNE 15, 2023

He has ML publications and infrastructure patents, was a World Finalist at the ACM International Collegiate Programming Contest, and was named to Forbes 30 under 30. Going back to the concept of new economic business models, one of the things that I find super invigorating, it's like when people say Google has no mote.

Large Language Models 246

Large Language Models Generative AI Chatbots Auto-complete 246

Heartbeat

DECEMBER 21, 2023

Add experiment description and tags experiment.set_name('Monkey Breed Classification') experiment.add_tags(['Monkey Breed Data', 'Transfer Learning']) experiment.set_description('This experiment classify monkey breeds.') This option is only available for premium members. )

ML 52

ML Machine Learning Deep Learning Neural Network 52

Mlearning.ai

SEPTEMBER 4, 2023

They include: Public access: Access to closed tools like OpenAI’s ChatGPT may be viable for some organizations. Privacy: Privacy concerns exist when employees share sensitive corporate data with public models. Models to “shape” are available at Microsoft Azure, Google Cloud Vertex AI, and Amazon Web Services Bedrock.

Generative AI 52

Generative AI Large Language Models AI AI 52

Viso.ai

DECEMBER 20, 2023

Advantage #2: Users can collaborate and create a public task to split the work between other users. Limitations of CVAT Limitation #1: Limited browser support of CVAT requires the use of Google Chrome. but is still very intuitive to use. Advantage #3: Automatic annotation in CVAT allows users to employ interpolation between keyframes.

Computer Vision 98

Computer Vision Deep Learning Neural Network Automation 98

TensorFlow

MAY 2, 2023

In the paper Accelerating Large-Scale Inference with Anisotropic Vector Quantization , Google Researchers address this speed-accuracy tradeoff with a novel compression algorithm that, compared to previous state-of-the-art methods , improves both the relevance and speed of retrieval.

Neural Network 52

Neural Network AI AI Metadata 52

Snorkel AI

JULY 19, 2023

While industry-backed LLMs such as ChatGPT , Bard , Claude , and even the open-source Llama 2 have relied on massive, expensive proprietary datasets unavailable to the public, the open source community has banded together to create similar datasets such as OpenAssistant and Dolly that are available to everyone. Image generated using DALL-E.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

While industry-backed LLMs such as ChatGPT , Bard , Claude , and even the open-source Llama 2 have relied on massive, expensive proprietary datasets unavailable to the public, the open source community has banded together to create similar datasets such as OpenAssistant and Dolly that are available to everyone. Image generated using DALL-E.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

How to Learn Machine Learning

JANUARY 21, 2023

This market growth can be attributed to factors such as increasing demand for AI-based solutions in healthcare, retail, and automotive industries, as well as rising investments from tech giants such as Google , Microsoft , and IBM. Tags: Artificial Intelligence trends, AI Trends, Artificial Intelligence, AI projects.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Robotics Natural Language Processing 52

Machine Learning World

MARCH 13, 2019

Docker Swarm not only orchestration engine that exist, there are also Kubernets, AWS ECS, Azure Container Service, Google Container Engine, and else. In out first case we use python image with tag 3.7.2-alpine3.9. For big production application i recommend to use Kubernets. RUN  — running a command. 42–43# Building images 9.

DevOps 52

DevOps Python Machine Learning 52

Heartbeat

FEBRUARY 8, 2023

Read or watch our industry Q&A for advice from teams at Stanford, Google, and HuggingFace. It includes tokenization, part-of-speech tagging, and named entity recognition functions. Tokenization, stemming, part-of-speech tagging, n-grams, and text statistics are just a few of the text analysis tools available. We asked them!

Natural Language Processing 52

Natural Language Processing NLP Machine Learning Deep Learning 52