Analytics Vidhya

JUNE 20, 2024

Introduction An introduction to machine learning (ML) or deep learning (DL) involves understanding two basic concepts: parameters and hyperparameters. When I came across these terms for the first time, I was confused because they were new to me. If you’re reading this, I assume you are in a similar situation too. So let’s explore and […] The post Understanding Parameters and Hyperparameters appeared first on Analytics Vidhya.

Deep Learning 286

Deep Learning Machine Learning ML 286

AI News

JUNE 20, 2024

Ilya Sutskever, former chief scientist at OpenAI, has revealed his next major project after departing the AI research company he co-founded in May. Alongside fellow OpenAI alumnus Daniel Levy and Apple’s former AI lead Daniel Gross, the trio has formed Safe Superintelligence Inc. (SSI), a startup solely focused on building safe superintelligent systems.

OpenAI 239

OpenAI Big Data Automation AI Researcher 239

Analytics Vidhya

JUNE 20, 2024

Introduction Land segmentation is significant in farther detecting and geological data frameworks (GIS) for analyzing and classifying diverse arrive cover sorts in partisan symbolism. This direct will walk you through making a arrive division demonstrate utilizing Google Soil Motor (GEE) and joining it with Python for upgraded usefulness. By the conclusion of this direct, you’ll […] The post Guide to Land Cover Classification using Google Earth Engine appeared first on Analytics Vidh

Python 277

Python Machine Learning 277

AssemblyAI

JUNE 20, 2024

We've recently made a series of updates to our Speaker diarization service, which identifies who said what in a conversation, leading to improvements across a number of relevant benchmarks. In particular, our new Speaker Diarization model is up to 13% more accurate than its predecessor, and available in 5 additional languages. Speaker Diarization improvements Speaker diarization is the process of identifying "who said what" in a conversation: Transcripts with diarization ascribe a s

Auto-complete 187

Auto-complete Automation Large Language Models Python 187

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.

AI

Analytics Vidhya

JUNE 20, 2024

Introduction SQL is an essential tool to know for anybody working with data. It comes with a range of functions that make querying in databases, a breeze. In this article, we are going to see one of the fundamentals of SQL, the SELECT statement. This function helps in retrieving data from one or more tables. […] The post SQL SELECT: Syntax, Use Cases, and Implementation appeared first on Analytics Vidhya.

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Analytics Vidhya

JUNE 20, 2024

Introduction Polars is a high-performance DataFrame library designed for speed and efficiency. It leverages all available cores on your machine, optimizes queries to minimize unnecessary operations, and manages datasets larger than your RAM. With a consistent API and strict schema adherence, Python Polars ensures predictability and reliability. Written in Rust, it offers C/C++ level performance, […] The post Python Polars: High-Performance DataFrame Library in Rust appeared first on Analyt

Python 264

Python Data Analysis 264

IBM Journey to AI blog

JUNE 20, 2024

The artificial intelligence (AI) governance market is experiencing rapid growth, with the worldwide AI software market projected to expand from USD 64 billion in 2022 to nearly USD 251 billion by 2027, reflecting a compound annual growth rate (CAGR) of 31.4% ( IDC ). This growth underscores the escalating need for robust governance frameworks that ensure AI systems are transparent, fair and comply with increasing regulatory demands.

Responsible AI 140

Responsible AI Automation AI Modeling AI 140

Analytics Vidhya

JUNE 20, 2024

Introduction In this article, we examine the fundamental SQL BETWEEN operator and examine its applications, requirements, and adaptability to different kinds of data. You’ll obtain a thorough understanding of how to use the BETWEEN operator in your SQL queries, from comprehending the fundamental syntax to using it in real-world scenarios with dates, numbers, and texts. […] The post 3 Common Ways to Use SQL BETWEEN Operator appeared first on Analytics Vidhya.

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Marktechpost

JUNE 20, 2024

In the rapidly advancing field of Artificial Intelligence (AI), effective use of web data can lead to unique applications and insights. A recent tweet has brought attention to Firecrawl , a potent tool in this field created by the Mendable AI team. Firecrawl is a state-of-the-art web scraping program made to tackle the complex problems involved in getting data off the internet.

Large Language Models 136

Large Language Models LLM Data Extraction Data Scientist 136

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

LLM

Analytics Vidhya

JUNE 20, 2024

Introduction A significant component of a Database Management System (DBMS) that is essential to database administration and design is the super key. Comprehending super keys facilitates the maintenance of data integrity and record uniqueness in relational databases. This article provides a detailed explanation of super keys, their characteristics, types, and practical applications.

Data Integration 260

Data Integration 260

Marktechpost

JUNE 20, 2024

Fireworks AI releases Firefunction-v2 , an open-source function-calling model designed to excel in real-world applications. It integrates with multi-turn conversations, instruction following, and parallel function calling. Firefunction-v2 offers a robust and efficient solution that rivals high-end models like GPT-4o but at a fraction of the cost and with superior speed and functionality.

Large Language Models 131

Large Language Models AI AI OpenAI 131

Analytics Vidhya

JUNE 20, 2024

Introduction This article will discuss cosine similarity, a tool for comparing two non-zero vectors. Its effectiveness at determining the orientation of vectors, regardless of their size, leads to its extensive use in domains such as text analysis, data mining, and information retrieval. This article explores the mathematics of cosine similarity and shows how to use it […] The post How to Calculate Cosine Similarity in Python?

Python 247

Python Data Mining 247

Marktechpost

JUNE 20, 2024

LLMs can memorize and reproduce their training data, posing significant privacy and copyright risks, especially in commercial settings. This issue is critical for models generating code, as they might inadvertently reuse verbatim code snippets, potentially conflicting with downstream licensing terms, including those restricting commercial use. Additionally, models may expose personally identifiable information (PII) or other sensitive data.

Large Language Models 130

Large Language Models Data Extraction ML Artificial Intelligence 130

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

Analytics Vidhya

JUNE 20, 2024

Introduction The field of data science is ever evolving. New tools and techniques keep emerging every day. In the current job scenario, particularly in 2024, professionals are expected to keep themselves updated on these changes. All types of businesses are seeking skilled data scientists who can help them decipher their data sensibly and keep pace […] The post 40 Data Science Coding Questions and Answers for 2024 appeared first on Analytics Vidhya.

Data Science 241

Data Science Data Scientist 241

SAS Software

JUNE 20, 2024

Good educators are more than a source of knowledge; they inspire, innovate and continuously adapt to provide their students with the best learning experiences. Effective educators embrace new technologies, foster critical thinking and prepare students for future challenges. Recognizing their importance, SAS recently honored exemplary educators at SAS Innovate 2024. [.

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Machine Learning Mastery

JUNE 20, 2024

As a data professional, you should also know how to build predictive models with machine learning to solve business problems. And if you’re interested in machine learning, you’re probably also looking for the best resources to get going. Well, you can always choose a self-paced online course that best aligns with your learning preferences.

Machine Learning 114

Machine Learning 114

Extreme Tech

JUNE 20, 2024

The company reportedly has 'no plans' to implement AudioSeal, which could otherwise help internet users differentiate AI-generated speech from real speech.

AI 121

AI AI 121

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AI

Marktechpost

JUNE 20, 2024

Researchers from Microsoft, the University of Massachusetts, Amherst, and the University of Maryland, College Park, address the challenge of understanding how Retrieval Augmented Generation (RAG) impacts language models’ reasoning and factual accuracy (LMs). The study focuses on whether LMs rely more on the external context provided by RAG than their parametric memory when generating responses to factual queries.

Natural Language Processing 111

Natural Language Processing ML Large Language Models Artificial Intelligence 111

Extreme Tech

JUNE 20, 2024

Microsoft initially brushed off a researcher's good-faith disclosure, but after a decent amount of social media upset, it's reopening its investigation.

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Marktechpost

JUNE 20, 2024

Given the present state of the economy, data teams must ensure that they get the most out of their Snowflake investment. The primary function of Snowflake is that of a data warehouse. Data teams can store and handle data with this cloud-based solution. A big worry for data teams is snowflake expenses. Discussions with data teams revealed that minimizing expenses was a top objective for the company.

Automation 111

Automation Metadata AI AI 111

Microsoft AI

JUNE 20, 2024

Why AI sometimes gets it wrong — and big strides to address it Written by stclarke Published June 20, 2024 Category AI AI The post Why AI sometimes gets it wrong — and big strides to address it appeared first on Source.

AI 82

AI AI 82

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

AI

Marktechpost

JUNE 20, 2024

The domain of artificial intelligence has been significantly shaped by the emergence of large language models (LLMs), showing vast potential across various fields. However, enabling LLMs to effectively utilize computer science knowledge and serve humanity more efficiently remains a key challenge. Despite existing studies covering multiple fields, including computer science, there’s a lack of comprehensive evaluation specifically focused on LLMs’ performance in computer science.

Large Language Models 105

Large Language Models LLM Artificial Intelligence Artificial Intelligence 105

TheSequence

JUNE 20, 2024

Created Using Ideogram Interpretability is considered by many one of the next frontiers in LLMs. These new generation of frontier models are often seen as opaque systems: data enters, a response emerges, and the reasoning behind the specific response remains hidden. This obscurity complicates the trustworthiness of these models, raising concerns about their potential to produce harmful, biased, or untruthful outputs.

LLM 105

LLM Machine Learning AI AI 105

Marktechpost

JUNE 20, 2024

Managing pull requests can be time-consuming and challenging for development teams. Reviewing code changes, ensuring compliance, updating documentation, and maintaining consistent quality are essential but demanding tasks. The complexity increases with the size and frequency of pull requests, often leading to delays and bottlenecks in the development process.

Automation 105

Automation DevOps AI AI 105

databricks

JUNE 20, 2024

We are excited to announce that Gartner has recognized Databricks as a Leader in the 2024 Gartner® Magic Quadrant™ for Data Science and.

Data Science 110

Data Science Machine Learning Generative AI AI 110

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The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

Generative AI

Marktechpost

JUNE 20, 2024

Anthropic AI has launched Claude 3.5 Sonnet , marking the first release in its new Claude 3.5 model family. This latest iteration of Claude brings significant advancements in AI capabilities, setting a new benchmark in the industry for intelligence and performance. Introduction to Claude 3.5 Sonnet Anthropic AI introduced Claude 3.5 Sonnet, which is available for free on Claude.ai and the Claude iOS app.

AI Modeling 105

AI Modeling AI AI Artificial Intelligence 105

Artificial Corner

JUNE 20, 2024

It feels like yesterday that I got the call from the recruiter after sending in my resume just a few days earlier. They asked the typical protocol questions: What was your greatest achievement at your last job? What do you consider your greatest strengths and weaknesses? We’ve all faced countless questions like these and can probably recite the answers by heart.

AI 91

AI AI Software Engineer Explainability 91

Marktechpost

JUNE 20, 2024

The release of the latest version of the Salesforce Embedding Model (SFR-embedding-v2) marks a significant milestone in NLP. This new model has reclaimed the top-1 position on the HuggingFace MTEB benchmark, demonstrating Salesforce’s continued commitment to advancing AI technologies. Key Highlights of the SFR-embedding-v2 model release: Top Performance on MTEB Benchmark: The SFR-embedding-v2 model is the second model to surpass a 70+ performance score on the MTEB benchmark.

Categorization 105

Categorization AI AI NLP 105