Unite.AI

JULY 5, 2024

This capability is changing how we approach AI development, particularly in scenarios where real-world data is scarce, expensive, or privacy-sensitive. In this comprehensive guide, we'll explore LLM-driven synthetic data generation, diving deep into its methods, applications, and best practices.

LLM 256

LLM Prompt Engineer Prompt Engineering Data Scarcity 256

Analytics Vidhya

JANUARY 5, 2024

In this comprehensive guide, we will explore the importance of prompt engineering and delve into 26 prompting principles that can significantly improve LLM performance. How […] The post 26 Prompting Principles to Improve LLM Performance appeared first on Analytics Vidhya.

LLM 305

LLM Prompt Engineering Prompt Engineer Large Language Models 305

Analytics Vidhya

MAY 16, 2023

This article will review […] The post How to Evaluate a Large Language Model (LLM)? Despite this, there is still no fixed or standardized way to evaluate the quality of these Large Language models. appeared first on Analytics Vidhya.

Large Language Models 328

Large Language Models LLM ChatGPT Data Science 328

Towards AI

NOVEMBER 16, 2024

Enter Web-LLM Assistant, an innovative open-source project designed to overcome this limitation by integrating local LLMs with real-time web searching capabilities. This comprehensive guide delves into the functionalities, installation process, and practical demonstrations of Web-LLM Assistant, inspired by its GitHub repository.

LLM 105

LLM AI Modeling Large Language Models Artificial Intelligence 105

Analytics Vidhya

MAY 8, 2024

This approach is considered promising for acquiring robot skills at scale, as it allows for developing […] The post Simulation to Reality: Robots Now Train Themselves with the Power of LLM (DrEureka) appeared first on Analytics Vidhya.

Robotics 319

Robotics LLM Automation Large Language Models 319

Marktechpost

MARCH 21, 2024

Researchers from esteemed institutions, including DeepWisdom, have introduced Data Interpreter – a unique solution for effective problem-solving in data science. The inception of the Data Interpreter stems from a critical examination of the existing tools and methods in data science.

Data Science 140

Data Science LLM Large Language Models Machine Learning 140

Analytics Vidhya

MAY 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction What are Large Language Models(LLM)? Most of you definitely faced this question in your data science journey. They’re also among the models with the most […].

Prompt Engineering 374

Prompt Engineering Prompt Engineer Large Language Models Data Science 374

Analytics Vidhya

MARCH 4, 2024

Introduction Indosat Ooredoo Hutchison (IOH) and Tech Mahindra have partnered to create Garuda LLM, a Language Model (LLM) explicitly tailored for Bahasa Indonesia and its diverse dialects. This […] The post Indosat Ooredoo Hutchison and Tech Mahindra Collaborate to Develop Garuda LLM appeared first on Analytics Vidhya.

LLM 289

LLM Large Language Models Deep Learning Data Science 289

Flipboard

FEBRUARY 7, 2025

While building my own LLM-based application, I found many prompt engineering guides, but few equivalent guides for determining the temperature setting. Of course, temperature is a simple numerical value while prompts can get mindblowingly complex, so it may feel trivial as a product decision.

Data Science 147

Data Science LLM Prompt Engineering Prompt Engineer 147

Unite.AI

OCTOBER 31, 2024

a powerful new version of its LLM series. Fetch real-time information – Unlike traditional LLMs that rely solely on pre-trained data, Claude can query databases or APIs to access up-to-date information, expanding its utility in fast-paced fields like finance, healthcare, and logistics. Anthropic has just released Claude 3.5,

AI Development 283

AI Development AI Developer Automation Data Science Engineer 283

Towards AI

FEBRUARY 18, 2024

Trying out the agents to do data scientist activityImage generated by DALL-E 3 LLM-based Agents or LLM Agents are agent structures that could execute complex tasks with LLM applications that have an architecture that combines LLMs with components like planning and memory. So, let’s get into it.

Data Science 119

Data Science LLM Data Scientist Explainability 119

Towards AI

JANUARY 29, 2025

Using Low-Code Tools Tools like Axolotl simplify the fine-tuning process by offering pre-defined configurations for LoRA and QLoRA and open source LLMs. You just need to clone the GitHub repository, follow the setup instructions and youll be able to fine-tune any available LLM with a simple trigger. Axolotl requires minimal coding.

Large Language Models 89

Large Language Models LLM BERT Machine Learning 89

ODSC - Open Data Science

MARCH 20, 2025

From May 13th to 15th, ODSC East 2025 is bringing together the brightest minds in AI and data science for an unparalleled learning and networking experience. With 150+ expert-led sessions, hands-on workshops, and cutting-edge talks, youll gain the skills and insights needed to stay ahead in the rapidly evolving AI landscape.

Data Science 52

Data Science LLM NLP Software Engineer 52

Analytics Vidhya

MARCH 3, 2024

Introduction In a groundbreaking move, Microsoft introduced a revolutionary 1-Bit LLM technology set to redefine the landscape of language models. This cutting-edge development promises to revolutionize how we interact with AI systems and open up a world of possibilities for the future.

LLM 208

LLM Large Language Models AI AI 208

Analytics Vidhya

AUGUST 23, 2022

This article was published as a part of the Data Science Blogathon. Introduction Empirical evidence suggests that the large language models (LLMs) perform better on downstream tasks.

Large Language Models 271

Large Language Models LLM Data Science NLP 271

AWS Machine Learning Blog

FEBRUARY 21, 2025

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. You can use supervised fine-tuning (SFT) and instruction tuning to train the LLM to perform better on specific tasks using human-annotated datasets and instructions.

LLM 78

LLM AI AI Data Scientist 78

AWS Machine Learning Blog

MARCH 5, 2025

However, traditional machine learning approaches often require extensive data-specific tuning and model customization, resulting in lengthy and resource-heavy development. Enter Chronos , a cutting-edge family of time series models that uses the power of large language model ( LLM ) architectures to break through these hurdles.

LLM 100

LLM Machine Learning Natural Language Processing Computer Vision 100

Flipboard

FEBRUARY 26, 2025

Learn the best ways to use LLM in your data projects.

Data Science 143

Data Science LLM 143

AI News

NOVEMBER 15, 2023

In March, the company released a ChatGPT plugin , which aims to ‘make ChatGPT smarter by giving it access to powerful computation, accurate math[s], curated knowledge, real-time data and visualisation’. It teaches the LLM to recognise the kinds of things that Wolfram|Alpha might know – our knowledge engine,” McLoone explains.

Generative AI 337

Generative AI LLM Big Data Explainability 337

Snorkel AI

JANUARY 22, 2025

Neither data scientists nor developers can tell you how any individual model weight impacts its output; they often cant reliably predict how small changes in the input will change the output. They use a process called LLM alignment. Aligning an LLM works similarly. Every step of this process demands data and a lot of it.

Large Language Models 59

Large Language Models LLM Data Scientist Neural Network 59

AWS Machine Learning Blog

APRIL 2, 2025

The goal of this blog post is to show you how a large language model (LLM) can be used to perform tasks that require multi-step dynamic reasoning and execution. Fig 1: Simple execution flow solution overview In a more complex scheme, you can add multiple layers of validation and provide relevant APIs to increase the success rate of the LLM.

Large Language Models 88

Large Language Models LLM Machine Learning Big Data 88

Unite.AI

FEBRUARY 11, 2025

Our platform isn't just about workflow automation – we're creating the data layer that continuously monitors, evaluates, and improves AI systems across multimodal interactions.” An AI image generation company leveraged the platform to cut costs by 90% while maintaining 99% accuracy in catalog and marketing images.

Auto-complete 147

Auto-complete ML Engineer AI AI 147

AWS Machine Learning Blog

APRIL 1, 2025

This approach makes sure that the LLM operates within specified ethical and legal parameters, much like how a constitution governs a nations laws and actions. client(service_name="bedrock-runtime", region_name="us-east-1") llm = ChatBedrock(client=bedrock_runtime, model_id="anthropic.claude-3-haiku-20240307-v1:0") .

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LLM Data Scientist Data Science Generative AI 103

AssemblyAI

JUNE 3, 2024

In this tutorial, you'll learn how to use LLMs using LeMUR to summarize audio with Node.js. Then, once you have a transcript, you need to prompt an LLM to summarize it. Python for machine learning and data science** In the early 1990s, scientists used Fortran and C++ libraries to solve mathematical problems.

Python 278

Python LLM Machine Learning Data Science 278

Marktechpost

DECEMBER 24, 2023

Although different tools exist for general data exploration, they often fail to consider user intent and dataset characteristics, leading to irrelevant insights. Additionally, LLM hallucination is an infamous issue that causes LLMs to generate unreliable content. If you like our work, you will love our newsletter.

LLM 132

LLM Automation Insight Engine Data Analysis 132

NVIDIA

MARCH 18, 2025

With NVIDIA CUDA-X libraries for data science, developers can significantly accelerate data processing and machine learning tasks, enabling faster exploratory data analysis, feature engineering and model development with zero code changes.

AI Development 104

AI Development AI Developer Machine Learning Chatbots 104

Flipboard

FEBRUARY 20, 2025

For a long time, one of the common ways to start new Node.js projects was using boilerplate templates. These templates help developers reuse familiar

Data Science 112

Data Science LLM Machine Learning 112

Flipboard

MARCH 4, 2025

Amazon Bedrock Knowledge Bases offers a fully managed Retrieval Augmented Generation (RAG) feature that connects large language models (LLMs) to internal data sources. Its a cost-effective approach to improving LLM output so it remains relevant, accurate, and useful in various contexts.

Metadata 160

Metadata Data Science LLM Generative AI 160

Towards AI

JANUARY 14, 2025

Author(s): Dimitris Effrosynidis Originally published on Towards AI. Optimizing results with minimal effort This member-only story is on us. Upgrade to access all of Medium. Image by author.

LLM 105

LLM Generative AI AI AI 105

Towards AI

DECEMBER 14, 2024

Simply having a degree or academic projects in AI isnt enough to differentiate yourself from the crowd, specifically for an LLM engineer position. For those who dont know me, my journey started as an LLM Engineer 2 years ago with a degree in Astrophysics and Data Science.

LLM 105

LLM Data Scientist Data Science Chatbots 105

Towards AI

DECEMBER 14, 2024

Simply having a degree or academic projects in AI isnt enough to differentiate yourself from the crowd, specifically for an LLM engineer position. For those who dont know me, my journey started as an LLM Engineer 2 years ago with a degree in Astrophysics and Data Science.

LLM 105

LLM Data Scientist Data Science Chatbots 105

Towards AI

DECEMBER 14, 2024

Simply having a degree or academic projects in AI isnt enough to differentiate yourself from the crowd, specifically for an LLM engineer position. For those who dont know me, my journey started as an LLM Engineer 2 years ago with a degree in Astrophysics and Data Science.

LLM 105

LLM Data Scientist Data Science Chatbots 105

Towards AI

APRIL 12, 2024

This article summarizes some of the most important LLM papers published during the First Week of April 2024. Keeping up with novel LLM research across these domains will help guide continued progress toward models that are more capable, robust, and aligned with human values. Join thousands of data leaders on the AI newsletter.

LLM 110

LLM Large Language Models Data Science Machine Learning 110

databricks

OCTOBER 31, 2023

supports our LLM-as-a-judge metrics which can help save time and costs while providing an approximation of. Today we're excited to announce MLflow 2.8

LLM 145

LLM ML Data Science 145

AWS Machine Learning Blog

APRIL 24, 2024

To increase training samples for better learning, we also used another LLM to generate feedback scores. We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. They can also provide a better answer to the question or comment on why the LLM response is not satisfactory.

LLM 127

LLM AI AI Generative AI 127

Machine Learning Mastery

JULY 22, 2024

The large Language Model, or LLM, has revolutionized how people work. By helping users generate the answer from a text prompt, LLM can do many things, such as answering questions, summarizing, planning events, and more. However, there are times when the output from LLM is not up to our standard.

LLM 107

LLM Large Language Models Data Science 107

Unite.AI

JANUARY 3, 2025

Youve had an extensive career transitioning from management consulting to leading data science initiatives. Data science bridges that gap, turning raw data into strategic assets that have the power to inform decision-making in real-time. AI will continue to transform business operations in the coming decade.

Data Scientist 130

Data Scientist Software Development Data Science Generative AI 130