Analytics Vidhya

OCTOBER 1, 2023

Introduction Before the large language models era, extracting invoices was a tedious task. For invoice extraction, one has to gather data, build a document search machine learning model, model fine-tuning etc. The introduction of Generative AI took all of us by storm and many things were simplified using the LLM model. The large language model […] The post Building Invoice Extraction Bot using LangChain and LLM appeared first on Analytics Vidhya.

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Machine Learning Machine Learning Analytics Analytics 314

KDnuggets

OCTOBER 1, 2023

Explore the essentials of Google Cloud Platform for data science and ML, from account setup to model deployment, with hands-on project examples.

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Analytics Vidhya

OCTOBER 1, 2023

Introduction Satellite imagery has become an indispensable asset in our modern world, offering invaluable insights into our environment, climate, and land usage. These images serve many purposes, from disaster management and agriculture to urban planning and environmental monitoring. As the volume of satellite imagery continues to grow, there is an increasing need for efficient and […] The post Satellite Image Classification Using Vision Transformers appeared first on Analytics Vidhya.

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Analytics Analytics 297

insideBIGDATA

OCTOBER 1, 2023

LLM Vicuña, Chatbot Arena, and the race to increase LLM context windows: In this video presentation, guest Joey Gonzalez joins our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, to talk about developing models and platforms that leverage and improve LLMs, as well as the future of AI development and access.

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

AI

Data Science Dojo

OCTOBER 1, 2023

With the introduction of LLaMA v1, we witnessed a surge in customized models like Alpaca , Vicuna , and WizardLM. This surge motivated various businesses to launch their own foundational models, such as OpenLLaMA , Falcon , and XGen , with licenses suitable for commercial purposes. LLaMA 2, the latest release, now combines the strengths of both approaches, offering an efficient foundational model with a more permissive license.

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Machine Learning Research at Apple

OCTOBER 1, 2023

Optimizing proper loss functions is popularly believed to yield predictors with good calibration properties; the intuition being that for such losses, the global optimum is to predict the ground-truth probabilities, which is indeed calibrated. However, typical machine learning models are trained to approximately minimize loss over restricted families of predictors, that are unlikely to contain the ground truth.

Machine Learning 147

Machine Learning Machine Learning 147

Hacker News

OCTOBER 1, 2023

In 1889, a slender building was unveiled on a commercial stretch of Lower Broadway, snugly situated between two older structures. Rising 11 stories, it wasn't the tallest tower in the city. Nor did it win praise for how it made the most of its 21.5-foot frontage with a graceful Romanesque arched entrance.

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Flipboard

OCTOBER 1, 2023

Checking out this AI chatbot's new features? Make sure to keep these privacy tips in mind during your interactions.

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AI AI 173

Hacker News

OCTOBER 1, 2023

“Slovenia has a strong connection with beekeeping,” says Peter Kozmus, one of the country’s—and the world’s—leading experts on bees. “Historically, every.

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Flipboard

OCTOBER 1, 2023

Researchers are now using synthetic text-to-speech technology to transform eBooks into audiobooks, and not just any audiobooks — ones that use your own AI-generated voice.

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Database

Hacker News

OCTOBER 1, 2023

This article documents my learnings from designing and building a DIY Pen Plotter during the summer of 2023.

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Flipboard

OCTOBER 1, 2023

It could soon be possible to measure changes in depression levels like we can measure blood pressure or heart rate.

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Christian Haschek

OCTOBER 1, 2023

Let's Encrypt is one of these services that seemed impossible just a few years ago.

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Flipboard

OCTOBER 1, 2023

Brett Kagan, a fast-talking neuroscientist with the charged energy of someone on the cusp of a breakthrough, opened the door of a refrigerated …

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

DagsHub

OCTOBER 1, 2023

DagsHub provides a free remote MLflow Tracking server for experiment tracking and model registry with every repository. DagsHub integration with MLflow MLflow, an open-source tool for managing the machine learning lifecycle, enables real-time tracking of various experiment aspects like parameters, metrics, metadata, and artifacts (e.g., data or trained ML models).

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Machine Learning Machine Learning ML ML 52

Flipboard

OCTOBER 1, 2023

When GPT-4 was released in March this year, the model was branded as an advanced model with multimodal capabilities.

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Hacker News

OCTOBER 1, 2023

Comments

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Flipboard

OCTOBER 1, 2023

Artificial intelligence (AI) is rapidly changing the landscape of contemporary warfare. AI is emerging as a critical force enhancer in a reciprocal technology exchange between the civilian and military sectors. This article delves into the profound implications of AI on military operations, decision-making processes, and the evolving role of human soldiers on the battlefield.

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Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Explosion

OCTOBER 1, 2023

This release drops support for Python 3.6 and adds support for Python 3.12. ✨ New features and improvements Add support for Python 3.12 (#12979). Use the new library Weasel for spaCy projects func.

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Python 40

Flipboard

OCTOBER 1, 2023

The continued use of artificial intelligence (AI) throughout the world has sparked a number of concerns and conversations.

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Artificial Intelligence Artificial Intelligence AI AI 120

Explosion

OCTOBER 1, 2023

✨ New features and improvements Add support for model repositories other than Hugging Face Hub (#331). Add support for fsspec filesystems as a repository type (#327, #331). Add support for NVTX Ra.

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Flipboard

OCTOBER 1, 2023

Delving deep into memory, the hippocampus stands out, influencing the myriad shades of our recollections.

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Machine Learning Machine Learning 73

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While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

Artificial Intelligence