DrivenData Labs

MAY 21, 2024

The incantations are magical, debugging is hard, whitespace is sneaky, errors are inscrutable, and the Makefile language doesn’t share syntax with many other tools. The first is to keep track of the shell commands we run all the time. That said, we still use it for the CCDS default for now.

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Data Science Python Data Scientist Data Warehouse 231

AWS Machine Learning Blog

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

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Data Science 101

SEPTEMBER 6, 2023

But I’d say in the near future I’m most excited about large language models, after that would be spatial computing. OK, let’s talk about Large Language Models (LLMs). Large language models are basically AI trained to understand and generate human-like text. For those who don’t know, what are LLMs?

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AWS Machine Learning Blog

JUNE 21, 2023

Lifecycle configurations are shell scripts triggered by Studio lifecycle events, such as starting a new Studio notebook. For this post, we use Python as the main language, but the code can be easily changed to other AWS CDK supported languages. For more information, refer to Working with the AWS CDK.

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Console DevTools podcast

MAY 17, 2023

More recently, his team was responsible for PowerShell Core 6, the open-source cross-platform (Windows, Linux, macOS) version of the object-oriented scripting and interactive shell, developed on GitHub. Highlights: Steve Lee: I think the way we position PowerShell, it’s really a ‘glue language’, and not intended for developing full applications.

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Dataconomy

OCTOBER 25, 2023

The development phase of “Apple GPT” Under the guidance of Apple’s AI head, John Giannandrea, the tech giant has been deeply immersed in the development of large language models. The immense hardware requirements for training language models mean Apple is shelling out millions daily.

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ODSC - Open Data Science

FEBRUARY 23, 2024

Open Data Science Blog Recap A new open-source Python package looks to push for accuracy and reliability in the outputs of large language models. 3.4+) library designed to execute shell commands remotely over SSH, yielding useful Python objects in return. It’s cyber sovereignty you can have on a home router.

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Artificial Intelligence Artificial Intelligence AI AI 52

Data Science 101

SEPTEMBER 3, 2023

Here there were several apps written in other languages by my predecessors that needed maintaining and further development. But, I have encountered developers who struggled with navigating the file system though a shell so I could be wrong, I’m not, but I could be. So I took it on as well. Any excuse to write code.

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Computer Science Computer Science Database 111

Dataconomy

JULY 18, 2023

Unveiling one of the best large language models, OpenAI’s ChatGPT, has provoked a competitive surge in the AI field. Which are worthy of being crowned among the best large language models? To offer some clarity, we embark on a revealing journey through the finest proprietary and open-source large language models in 2023.

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Pickl AI

AUGUST 22, 2023

In the realm of computer programming, the distinction between scripting languages and programming languages has long been a topic of debate and exploration. Key Takeaways Interpreted Execution : Scripting languages, including Python, are typically interpreted rather than compiled, allowing for rapid development and testing.

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Python Data Science Data Analysis Data Analysis 52

AWS Machine Learning Blog

APRIL 13, 2023

Amazon CodeWhisperer is an AI coding companion that helps improve developer productivity by generating code recommendations based on their comments in natural language and code in the integrated development environment (IDE). You can simply write a comment that outlines a specific task in plain English, such as “upload a file to S3.”

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Towards AI

JULY 21, 2023

Photo by Will Truettner on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 07.26.20 However, Salesforce Research has recently released a unidirectional language model called SimpleTOD, that attempts to solve all the sub-tasks in an end-to-end manner. Primus The Liber Primus is unsolved to this day.

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AWS Machine Learning Blog

APRIL 24, 2024

Reference Answer Fit Out Works refers to Works carried out under the construction contract by or on behalf of Amazon via the Developer up to First Receive Date from a notional Developer Shell & Core Base-build position. AI score 4.5 out of 5.

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DataRobot Blog

FEBRUARY 2, 2023

Large language models, also known as foundation models, have gained significant traction in the field of machine learning. What Are Large Language Models? Get Started with Language Models Using Hugging Face As many machine learning practitioners already know, one easy way to get started with language models is by using Hugging Face.

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AWS Machine Learning Blog

MAY 10, 2023

Jupyter AI, an open-source project to bring generative AI to Jupyter notebooks Using the power of large language models like ChatGPT, AI21’s Jurassic-2, and (coming soon) Amazon Titan, Jupyter AI is an open-source project that brings generative AI features to Jupyter notebooks.

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Mlearning.ai

JUNE 9, 2023

A Look at Emerging Technical Stacks and Enabling Technologies Challenges of building LLM-powered apps I want to survey building AI applications powered by large language models and related emerging technologies. I have written several articles ( 1 , 2 , 3 ) on large language models and generative AI.

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AssemblyAI

AUGUST 15, 2023

Large Language Models (LLMs) are capable of performing a wide range of tasks involving text. This format could be a natural language descriptor like "A short list of bullet points" , or it could be markdown formatted. However, most programmers are familiar with curly braces from other languages. We will use the latter.

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Flipboard

JUNE 9, 2023

More than 235 voices in 40+ languages and variants are used to turn written text into human-sounding speech. It complies with the Speech Synthesis Markup Language (SSML) standard, allowing you to customize the voiceover for each blog post. It’s compatible with WPML, so you can easily translate any custom AI content you create.

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AI AI Artificial Intelligence Artificial Intelligence 77

Mlearning.ai

APRIL 10, 2023

Without going into details: a language model works as an embedder, i.e. it outputs a vector representation of a string; the user’s prompt vector is compared with the memories vectors and the most similar vectors are retrieved and used to enrich the user prompt. md documents to extend its knowledge). BECOME a WRITER at MLearning.ai

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AI AI Python ML 98

ODSC - Open Data Science

JANUARY 5, 2024

Python is still one of the most popular programming languages that developers flock to. Not only is it an easy-to-understand language for newer users, but its board libraries allow for diverse programming in a multitude of fields. Matplotlib is highly useful and has low memory consumption.

Python 52

Python K-nearest Neighbors Data Science Data Visualization 52

AWS Machine Learning Blog

NOVEMBER 8, 2023

Amazon CodeWhisperer is a generative AI coding companion that speeds up software development by making suggestions based on the existing code and natural language comments, reducing the overall development effort and freeing up time for brainstorming, solving complex problems, and authoring differentiated code.

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Smart Data Collective

NOVEMBER 8, 2020

You should also learn the career path that you need to follow to get started, which includes learning the right programming languages. Unlike the old days where data was readily stored and available from a single database and data scientists only needed to learn a few programming languages, data has grown with technology.

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Data Engineering Data Engineer Data Engineering Data Engineering 81

Heartbeat

JANUARY 18, 2024

Exploring the Power of Llama 2 Using Streamlit Photo by Trace Hudson Introduction 2023 has been significant for large language models. Understanding Llama v2 Llama 2, a natural language processing library from Meta, consists of pre-trained and fine-tuned large language models (LLMs) whose scale ranges from 7 billion to 70 billion parameters.

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Python Deep Learning Deep Learning Natural Language Processing 52

Flipboard

MARCH 7, 2023

Studio KernelGateway custom app images A Studio KernelGateway app image is a Docker container that identifies the kernels, language packages, and other dependencies required to run a Jupyter notebook in Studio. Alternatively to using notebook instances or shell scripts, you can use the Studio Image Build CLI to work with Docker in Studio.

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Python AWS ML ML 93

Mlearning.ai

AUGUST 11, 2023

Greatly enhance the customer experience with more exciting conversations, with better tonality and context recognition Help handle off-topic questions, prompt injections, toxic language and more. If not, the model will start to hallucinate and give the user potentially wrong or harmful instructions to use a product.

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DataRobot Blog

JANUARY 10, 2023

We will be writing code in Python, but DataRobot Notebooks also supports R if that’s your preferred language. For this experiment, we are going to ingest the hospital readmissions data from a CSV file downloaded to the notebook’s working directory using a shell command. Did you notice? Run the magic command !pip

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Chatbots Life

FEBRUARY 1, 2023

For those who haven’t got a chance to get in touch with ChatGPT here is a brief introduction: ChatGPT is a large language model trained by OpenAI, and it was designed to assist users by generating human-like text based on the given prompt. Step 2: ChatGPT API We’re going to use ChatGPT API to respond to users’ messages.

AI 52

AI AI Python 52

AWS Machine Learning Blog

NOVEMBER 14, 2023

Recent discoveries in the field of generative AI make it possible to produce textual content at an unprecedented pace with the help of large language models (LLMs). We illustrate this by creating a LangChain application that, given a piece of news, informs the user whether the article is true or fake using natural language.

Computer Science 103

Computer Science Computer Science AWS Python 103

AWS Machine Learning Blog

JANUARY 25, 2023

Apart from supporting explanations for tabular data, Clarify also supports explainability for both computer vision (CV) and natural language processing (NLP) using the same SHAP algorithm. Clarify supports 62 languages and can handle text with multiple languages.

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Algorithm Natural Language Processing Machine Learning Machine Learning 68

AWS Machine Learning Blog

SEPTEMBER 6, 2023

In this post, we demonstrate how to host generative AI models, such as Stable Diffusion and Segment Anything Model, on SageMaker MMEs using TorchServe and build a language-guided editing solution that can help artists and content creators develop and iterate their artwork faster. RUN pip install opencv-python-headless==4.7.0.68

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AI AI AWS ML 94

phData

JUNE 6, 2023

These minor differences in the same language cause headaches for migrations because every SQL statement needs to be combed through and adjusted to fit the correct dialect. If you’re not familiar with what a dialect is, take for example American English and British English. Is it a hood or a bonnet? Is it a trunk or a boot?

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SQL Data Governance AWS Database 52

AWS Machine Learning Blog

MAY 17, 2023

You can use large language models (LLMs), more specifically, for tasks including summarization, metadata extraction, and question answering. The performance and quality of the models also improved drastically with the number of parameters. These models span tasks like text-to-text, text-to-image, text-to-embedding, and more. format(' '.join(chunk_summaries),

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phData

JUNE 26, 2023

Another quality of life improvement that we’ve made to the Toolkit CLI is adding a shell command. As customers are performing platform migrations, they frequently need to translate existing stored procedures, data definition language (DDL), and data markup language (DML) to the target system.

SQL 52

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Mlearning.ai

JULY 22, 2023

NET, Java and shell script. As said, a nuclio would be wrapped into a contaier, there is a yaml to define how to setup the container, as well as some supporting code that run the inference.

Python 52

Python AWS Data Science AI 52

AWS Machine Learning Blog

MAY 15, 2024

We cover the technical implementation using the Anthropic Claude large language model (LLM) on Amazon Bedrock and AWS Lambda deployed with the AWS Serverless Application Model (AWS SAM). In this post, we explore how to build an application that generates tests tailored to your own lecture content. English characters.

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Victor Zhou

FEBRUARY 4, 2019

F **g Blue Shells. I put together a combined dataset from two publicly-available sources: the “Twitter” dataset from t-davidson/hate-speech-and-offensive-language , which contains tweets scraped from Twitter. Are you willing to say that any sentence containing the word “suck” is profane?

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Support Vector Machines Machine Learning Machine Learning Python 52

Mlearning.ai

APRIL 24, 2023

Setup the terminal/CLI Login to Azure Portal ( [link] ) — click on Cloud Shell OR Install the CLI tool for your PC : [link] Now you are ready to enter the commands! You can use the bash or powershell CLI, all the commands for this post are in bash. Once your familiar with these commands, it is best practice to make a script (ie: .sh

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