Analytics Vidhya

APRIL 25, 2024

This blog post explores GhostFaceNets through captivating visuals and insightful illustrations, aiming to educate, motivate, and spark creativity. The journey is not just a blog post, but a unique exploration of […] The post GhostFaceNets: Efficient Face Recognition on Edge Devices appeared first on Analytics Vidhya.

Analytics 292

Analytics Analytics Deep Learning Deep Learning 292

Hacker News

SEPTEMBER 25, 2023

A few weeks ago, I wrote quite a popular blog post titled “Air Quality Monitors: When Paying More Does Not Get You More Accuracy” with the key takeaway that the accuracy of PM2.

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103

Towards AI

JANUARY 31, 2024

These bounding boxes are then sent to the text recognizer module of EasyOCR to read out the text in each image. Together, the CRAFT module and the text recognizer make up the pipeline of EasyOCR. The text detection module detects bounding boxes in the image, which is a vital part of a good OCR engine.

AI 105

AI AI Data Science Machine Learning 105

Data Science Dojo

FEBRUARY 10, 2023

In this blog post, we will explore the technology behind self-driving toy cars and how computer vision can be used to enable them to navigate their environment. The main components we will need are a Raspberry Pi, a camera module, a small toy car, and a few electronic components such as a motor driver and some wires.

Machine Learning 370

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 370

Hacker News

JUNE 8, 2023

It is not based on SDR technology, however it uses a CC1101 chip, a digitally controlled RX/TX radio that is capable of demodulating and modulating many common digital modulations such as OOK/ASK/FSK/GFSK/MSK at frequencies below 1 GHz.

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Hacker News

NOVEMBER 5, 2023

I was reading some of Avery Pennarun's blog posts on system architecture and design. There was a set of bullet points that stood out to me that I will copy below: The top-line goals of module systems are always the same: Isolate each bit of code from the other bits. Re-connect those bits only where…

System Architecture 108

System Architecture 108

Data Science Dojo

MARCH 8, 2023

Learn about basic syntax, data types, control structures, functions, and modules.  Step 2. By learning Python, you can effectively clean and manipulate data, create visualizations, and build machine-learning models.

Data Science 497

Data Science Python Machine Learning Machine Learning 497

AWS Machine Learning Blog

FEBRUARY 26, 2024

A modular architecture, where each module can intake model inference data and produce its own metrics, is necessary. We suggest that each module take incoming inference requests to the LLM, passing prompt and completion (response) pairs to metric compute modules. The function invokes the modules.

AWS 114

AWS Machine Learning Machine Learning Natural Language Processing 114

Data Science Blog

NOVEMBER 3, 2023

Masterclass: Für jedes Modul werden 1 bis 2 Masterclasses live mit einem Dozenten organisiert, die es ermöglichen, Deine Fragen und eventuelle Probleme zu klären sowie Methoden und Werkzeuge aus dem Bereich der Data Science zu besprechen.

Data Scientist 246

Data Scientist Data Science AWS 246

Towards AI

NOVEMBER 23, 2023

Breathing new life into your projects (and your data science practice) with this lesser-known SkLearn module From the west edition of the Open Data Science Conference (ODSC), one of the “buzziest” panels was on the topic of synthetic data. This article aims to shine a… Read the full blog for free on Medium.

Data Science 119

Data Science AI AI Artificial Intelligence 119

Data Science Blog

MARCH 28, 2023

I also made a module to draw 3d ellipsoids with Python. The post Linear discriminant analysis appeared first on Data Science Blog. If you have read this article and the former two articles, I think you have gained some insights into PCA at a visible or intuitive level.

Data Science 147

Data Science Python 147

Towards AI

JANUARY 9, 2024

Each decoder layer mainly consists of two modules: attention and a sparse mixture of experts(SMoE). From Figure 1 and Figure 2, we already know the position of SMoE in the entire… Read the full blog for free on Medium. Figure 1 : The overall architecture of the Mixtral model. Image by author. Figure 2: Decoder layer.

AI 122

AI AI Machine Learning Machine Learning 122

Data Science Blog

MARCH 26, 2023

In order to avoid such confusion, I recommend you to keep it in mind that a combines both a and a as one module. That is because when you clearly separate a policy as one module instead of using , in many cases you would have to consider advanced topics like function approximation or policy gradients.

Algorithm 147

Algorithm Machine Learning Machine Learning Deep Learning 147

Towards AI

FEBRUARY 20, 2024

Enter RAG pipelines combine retrieval and language generation modules to enhance natural language processing tasks. This gap can result in inaccurate outputs, known as AI “hallucinations,” compromising the reliability that businesses need for data-sensitive operations. Join thousands of data leaders on the AI newsletter.

Natural Language Processing 104

Natural Language Processing AI AI Data Science 104

Towards AI

AUGUST 21, 2023

Below you can see that a class called LLMPredictor has been set list_index.service_context.llm_predictor<llama_index.llm_predictor.base.LLMPredictor at 0x7f076a4e1db0> LlamaIndex’s LLM class provides a unified interface for defining LLM modules, whether OpenAI, Hugging Face, or LangChain.

Python 98

Python AI AI Data Science 98

Towards AI

AUGUST 21, 2023

Below you can see that a class called LLMPredictor has been set list_index.service_context.llm_predictor<llama_index.llm_predictor.base.LLMPredictor at 0x7f076a4e1db0> LlamaIndex’s LLM class provides a unified interface for defining LLM modules, whether OpenAI, Hugging Face, or LangChain.

Python 98

Python AI AI Data Science 98

Towards AI

AUGUST 21, 2023

Below you can see that a class called LLMPredictor has been set list_index.service_context.llm_predictor<llama_index.llm_predictor.base.LLMPredictor at 0x7f076a4e1db0> LlamaIndex’s LLM class provides a unified interface for defining LLM modules, whether OpenAI, Hugging Face, or LangChain.

Python 98

Python AI AI Data Science 98

Towards AI

AUGUST 21, 2023

Below you can see that a class called LLMPredictor has been set list_index.service_context.llm_predictor<llama_index.llm_predictor.base.LLMPredictor at 0x7f076a4e1db0> LlamaIndex’s LLM class provides a unified interface for defining LLM modules, whether OpenAI, Hugging Face, or LangChain.

Python 98

Python AI AI Data Science 98

Data Science Blog

FEBRUARY 21, 2023

Parsen von Webseiten mit Beautiful Soup Wenn Sie Jupyter Notebook verwenden, sollten Sie damit beginnen, die erforderlichen Module zu importieren – seaborn, pandas, numpy, matplotlib.pyplot. Um Webseiten zu analysieren, sollten Sie auch einige Bibliotheken importieren: Das Modul urllib.request wird zum Öffnen von URLs verwendet.

Python 147

Python Data Science Data Engineering Data Engineer 147

Towards AI

MAY 3, 2024

You can install the library using pip, the Python package manager, and Yfinance for downloading stock data by running the following command: pip install pmdarimapip install yfinance Once installed, you can import the necessary modules in your… Read the full blog for free on Medium.

Python 54

Python Machine Learning Machine Learning AI 54

Data Science Dojo

OCTOBER 31, 2023

In this article, we will provide a comprehensive walkthrough, enabling you to discern the ideal chunk size through the powerful features of LlamaIndex’s Response Evaluation module. In this blog, our focus will be on configuring the gpt-3.5-turbo turbo model to serve as the central tool for evaluating the responses in our experiment.

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Towards AI

JUNE 21, 2023

The course is divided into eight modules, featuring over 50 practical lessons. Giving Memory to LLMs: This module will aim to help you mastering Memory Types in LangChain and build chat with any data solutions — to be deployed locally or on the cloud.

Database 98

Database AI AI Artificial Intelligence 98

Data Science Dojo

NOVEMBER 10, 2023

Overview of LangChain Modules LangChain is a good choice for generative AI because it makes it easy to chain multiple generative models together to create more complex and sophisticated applications. 7. Content generation: Generative AI can be used to generate different types of content, such as blog posts, articles, and even books.

Python 524

Python AI AI Machine Learning 524

Towards AI

JANUARY 9, 2024

In the blog post, they announced: 30x faster. Blog post “Introducing Unsloth: 30x faster LLM training” The authors highlight that while PyTorch’s Autograd is generally efficient for most tasks, achieving extreme performance requires manually deriving matrix differentials. In this use case, I have only added LoRA for the MLP modules.

Python 111

Python AI AI Data Science 111

IBM Journey to AI blog

NOVEMBER 10, 2023

Customize your ERP software so that it aligns with the existing workflows in place and set up the modules you think your organization will need, such as customer relationship management (CRM), human resources and supply chain management. All ERP modules can be deployed concurrently but can be done in stages as well.

Azure 123

Azure Data Governance AWS AI 123

Data Science Dojo

FEBRUARY 14, 2024

In this blog, we will discuss one of the feature transformation techniques called feature scaling with examples and see how it will be the game changer for our machine learning model accuracy. It is the process that normalizes the range of input columns and makes it useful for further visualization and machine learning model training.

K-nearest Neighbors 243

K-nearest Neighbors Support Vector Machines Machine Learning Machine Learning 243

Dataconomy

JULY 27, 2023

Clipdrop GitHub Stability AI API AWS Sagemaker AWS Bedrock Stable Foundation Discord DreamStudio Here is an example included in the blog post by Stability AI ( Image Credit ) What is new with SDXL 1.0? Keep in mind that the base model can be utilized separately as a module. Here is how to get started with SDXL 1.0: Another SDXL 1.0

Data Wrangling 172

Data Wrangling AWS ML ML 172

Towards AI

DECEMBER 28, 2023

NLTK stands for Natural Language Toolkit, comprising Python modules, datasets, corpora, and tutorials designed for Natural Language Processing (NLP). Before starting, consider taking a look at my Medium profile where I cover topics on Data Science, Machine Learning, and Python! stars on GitHub. ."""

Natural Language Processing 105

Natural Language Processing Python Artificial Intelligence Artificial Intelligence 105

ODSC - Open Data Science

AUGUST 17, 2023

In a blog post last week, Google Research introduced AdaTape, a new AI approach with transformer-based architecture that utilizes adaptive computation. AdaTape uses its adaptive function to use create an elastic input sequence that can modulate its computational budget. It also uses an adaptive tape reading mechanism.

AI 97

AI AI Data Science Artificial Intelligence 97

AWS Machine Learning Blog

JANUARY 12, 2023

To accomplish this and automate removal of PII from millions of identified records per day, The Very Group’s engineering team created an Application Observability module in Terraform. This module implements an observability solution, including application logs, application performance monitoring (APM), and metrics.

AWS 109

AWS Natural Language Processing ML ML 109

Dataconomy

JUNE 7, 2023

A unique feature set enables this assistant to generate text based on a natural language prompt, create structured lists and tables, and even modulate the tone of a post to match desired sentiments, be it humor, skepticism, confidence, or empathy.

AI 172

AI AI Artificial Intelligence Artificial Intelligence 172

Data Science Blog

APRIL 4, 2023

We will always need people, but an AI integrated cloud module affords a business the best assistance in service and value,” says Bob Carol, a blogger at Draft beyond. The post How AI Has Enhanced Cloud Computing appeared first on Data Science Blog. Of course, this will lower costs and increase efficiency. “We

Cloud Computing 147

Cloud Computing AI AI Deep Learning 147

Pickl AI

AUGUST 31, 2023

The presence of a large number of Python librarie s and modules makes it highly efficient in conducting data analysis. The following blog will help you understand the process of tabulation of data in Python. Choose the method that best fits your needs and coding style.

Python 52

Python Data Analysis Data Analysis Data Science 52

ODSC - Open Data Science

MARCH 22, 2023

In a blog post by Team PyTorch, the announcement of the release of PyTorch 2.0, the inclusion of the scaled_dot_product_attention function in the torch.nn.functional module, the MPS backend, and functorch APIs in the torch.func module. the popular open-source machine learning framework, has been made official.

Machine Learning 52

Machine Learning Machine Learning Data Science Data Scientist 52

Dataconomy

JANUARY 4, 2024

As depicted in the teasers, users can zoom into a scene without sacrificing quality, thanks to the module’s 3x and 5x optical zoom sensors, delivering an impressive 10x optical-like quality performance.

AI 103

AI AI Algorithm 103

IBM Journey to AI blog

DECEMBER 1, 2023

It’s important to note each ERP solution offers modules such as e-commerce, human capital management , order management and inventory management, but will differ from one type to the next. Some ERP software providers may also provide industry-specific ERP solutions or modules.

AWS 97

AWS Azure Business Intelligence Business Intelligence 97

NYU Center for Data Science

JUNE 16, 2023

This entree is a part of our Meet the Fellow blog series, which introduces and highlights Faculty Fellows who have recently joined CDS CDS Assistant Professor/Faculty Fellow, Umang Bhatt Meet CDS Assistant Professor/Faculty Fellow Umang Bhatt , who will join CDS this fall.

Machine Learning 107

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 107