Analytics Vidhya

JULY 21, 2024

Introduction Having the correct tools and platforms is crucial for learning and innovation in the constantly changing field of artificial intelligence. AI playgrounds offer a great opportunity to test advanced models and technologies without needing a lot of money. If you’re a scientist, creator, or fan, these play areas offer various features for different purposes. […] The post Top 10 Free AI Playgrounds For You to Try in 2024 appeared first on Analytics Vidhya.

Artificial Intelligence 365

Artificial Intelligence Artificial Intelligence AI AI 365

Marktechpost

JULY 21, 2024

In the rapidly developing field of Artificial Intelligence, it is more important than ever to convert unstructured data into organized, useful information efficiently. Recently, a team of researchers introduced the Neo4j LLM Knowledge Graph Builder , an AI tool that can easily address this issue. This potential application creates a text-to-graph experience by utilizing some great machine-learning models to transform unstructured text into an extensive knowledge graph.

LLM 132

LLM AI Tools Data Analysis Machine Learning 132

Analytics Vidhya

JULY 21, 2024

Introduction In data science, having the ability to derive meaningful insights from data is a crucial skill. A fundamental understanding of statistical tests is necessary to derive insights from any data. These tests allow data scientists to validate hypotheses, compare groups, identify relationships, and make predictions with confidence. Whether you’re analyzing customer behavior, optimizing algorithms, […] The post 5 Statistical Tests Every Data Scientist Should Know appeared first

Data Scientist 307

Data Scientist Data Science Algorithm Data Analysis 307

Marktechpost

JULY 21, 2024

Language models (LMs) have become fundamental in natural language processing (NLP), enabling text generation, translation, and sentiment analysis tasks. These models demand vast amounts of training data to function accurately and efficiently. However, the quality and curation of these datasets are critical to the performance of LMs. This field focuses on refining the data collection and preparation methods to enhance the models’ effectiveness.

Natural Language Processing 126

Natural Language Processing NLP AI AI 126

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

Towards AI

JULY 21, 2024

Last Updated on July 22, 2024 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. Image by DALL-E 3 Disclaimer: This implementation of GraphRAG is inspired by the paper From Local to Global: A Graph RAG Approach to Query-Focused Summarization by Darren Edge et. al. The code is not entirely similar to the paper’s codebase, though the prompts for certain tasks are taken from the paper’s codebase.

AI 114

AI AI Machine Learning 114

Towards AI

JULY 21, 2024

Author(s): Reza Yazdanfar Originally published on Towards AI. Time Series Time series is one of the most challenging lines of work in machine learning, and this has made researchers less reluctant to work on it. However, solving time series tasks like anomaly detection, time series forecasting, … are vital in a wide variety of industries and could save tons of money.

LLM 106

LLM Large Language Models Machine Learning OpenAI 106

Marktechpost

JULY 21, 2024

Optimal transport is a mathematical discipline focused on determining the most efficient way to move mass between probability distributions. This field has wide-ranging applications in economics, where it is used to model resource allocation; in physics, to simulate particle dynamics; and in machine learning, where it aids in data alignment and analysis.

Neural Network 115

Neural Network Machine Learning AI AI 115

Towards AI

JULY 21, 2024

Last Updated on July 22, 2024 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. Part 1: Introduction to GraphRAGImage by DALL-E 3 Disclaimer: This implementation of GraphRAG is inspired by the paper From Local to Global: A Graph RAG Approach to Query-Focused Summarization by Darren Edge et. al. The code is not entirely similar to the paper’s codebase, though the prompts for certain tasks are taken from the paper’s codebase.

AI 102

AI AI Machine Learning 102

Marktechpost

JULY 21, 2024

Nexusflow has released Athene-Llama3-70B , an open-weight chat model fine-tuned from Meta AI’s Llama-3-70B. Athene-70B has achieved an Arena-Hard-Auto score of 77.8%, rivaling proprietary models like GPT-4o and Claude-3.5-Sonnet. This marks a significant improvement from its predecessor, Llama-3-70B-Instruct, which scored 46.6%. The enhancement stems from Nexusflow’s targeted post-training pipeline, designed to improve specific model behaviors.

LLM 111

LLM Chatbots ML AI 111

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Towards AI

JULY 21, 2024

Author(s): Ryan Nguyen Originally published on Towards AI. AI-Generated Image Hello everyone, I’m back after a busy few months since my last blog post (6 months and 13 days exactly). It has been busy for me for the last couple of months as I’ve been working on an AI-powered solution with multi-agent AI integrated with Slack for internal use. The project has been a great success, with over 150 employees using it since launch and it has answered more than 1,000 questions so far.

Chatbots 92

Chatbots AI AI Machine Learning 92

Marktechpost

JULY 21, 2024

Human reviewers or LLMs are often the only options for evaluating free-form material. However, their evaluation can be inaccurate and the process is time-consuming, costly, and arduous. The relief from this manual work comes with prompt engineering or the development of a unique optimization procedure, which is necessary for LLM evaluations to function as intended.

LLM 111

LLM Prompt Engineer Prompt Engineering AI 111

TheSequence

JULY 21, 2024

Created Using DALL-E Next Week in The Sequence: Edge 415: Our series about autonomous agents dives into procedural memory. We review Microsoft’s JARVIS-1 memory-augmented agent adn dive into the Zep framework for memory management in LLMs. Edge 416: We deep dive into Apple’s amanzing 4M-21 multimodal model. You can subscribe to The Sequence below: TheSequence is a reader-supported publication.

ML Engineer 75

ML Engineer OpenAI Automation LLM 75

Marktechpost

JULY 21, 2024

The semantic capabilities of modern language models offer the potential for advanced analytics and reasoning over extensive knowledge corpora. However, current systems need more high-level abstractions for large-scale semantic queries. Complex tasks like summarizing recent research, extracting biomedical information, or analyzing internal business transcripts require sophisticated data processing and reasoning.

ETL 113

ETL LLM ML Large Language Models 113

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Robot Writers AI

JULY 21, 2024

ChatGPT-Generated Exam Answers Dupe Profs Looks like college take-home tests are destined to suffer the same fate as the Dodo bird. Instructors at a U.K. university learned as much after a slew of take-home exams featuring answers generated by ChatGPT passed with flying colors — all while evading virtually any suspicions of cheating. Observes writer Richard Adams: “Researchers at the University of Reading fooled their own professors by secretly submitting AI-generated exam answers th

ChatGPT 52

ChatGPT Robotics Generative AI AI 52

Marktechpost

JULY 21, 2024

Arcee AI introduced Arcee-Nova , a groundbreaking achievement in open-source artificial intelligence. Following their previous release, Arcee-Scribe, Arcee-Nova has quickly established itself as the highest-performing model within the open-source domain. Evaluated on the same stack as the OpenLLM Leaderboard 2.0, Arcee-Nova’s performance approaches that of GPT-4 from May 2023, marking a significant milestone for Arcee AI and the AI community at large.

Software Development 105

Software Development Artificial Intelligence Artificial Intelligence Data Analysis 105

Marktechpost

JULY 21, 2024

Llama-3-Nephilim-v3-8B and llama-3-Nephilim-v3-8B-GGUF are two innovative models released on Hugging Face. Although these models were never explicitly trained for roleplay, they exhibit remarkable capability in this domain, highlighting the potential of “found art” approaches in AI development. The creation of these models involved merging several pre-trained language models using mergekit, a tool designed to combine the strengths of different models.

LLM 104

LLM AI AI AI Development 104

Marktechpost

JULY 21, 2024

Large Language Models (LLMs) have been widely discussed in several domains, such as global media, science, and education. Even with this focus, measuring exactly how much LLM is used or assessing the effects of created text on information ecosystems is still difficult. A significant challenge is the growing difficulty in differentiating texts produced by LLMs from human-written texts.

ChatGPT 103

ChatGPT Large Language Models AI AI 103

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.