Flipboard

MAY 17, 2023

Python's rich ecosystem of data science tools is a big draw for users.

Data Science 168

Data Science Python Computer Science Computer Science 168

insideBIGDATA

MAY 19, 2023

In this contributed article, Sangeeta Krishnan highlights how a data gap refers to missing data about a particular area of interest. Data gaps are a problem for organizations of all sizes. They can be costly, frustrating and time consuming to fix. But with the right strategies and tools, you can identify where the problems lie and implement effective changes.

Big Data 530

Big Data Big Data 530

KDnuggets

MAY 16, 2023

AutoGPT has taken the world by storm and has even surpassed ChatGPT itself. So, get ready to dive into the exciting world of Auto-GPT.

Natural Language Processing 394

Natural Language Processing 394

Machine Learning Mastery

MAY 18, 2023

Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Behind the scene, it is a […] The post What are Large Language Models appeared first on MachineLearningMastery.com.

Deep Learning 400

Deep Learning Deep Learning 400

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

Analytics

Analytics Vidhya

MAY 13, 2023

In recent news, OpenAI has been working on a groundbreaking tool to interpret an AI model’s behavior at every neuron level. Large language models (LLMs) such as OpenAI’s ChatGPT are often called black boxes. Even data scientists have trouble explaining why a model responds in a particular manner, leading to inventing facts out of nowhere. […] The post OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level appeared first on Analytics Vidhya.

Data Scientist 364

Data Scientist Analytics Analytics AI 364

insideBIGDATA

MAY 15, 2023

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

Big Data 459

Big Data Big Data Cloud Data Database 459

databricks

MAY 18, 2023

Today, we are thrilled to announce that serverless compute for Databricks SQL is Generally Available on AWS and Azure! Databricks SQL (DB SQL).

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SQL Azure AWS 349

Analytics Vidhya

MAY 13, 2023

Introduction Large Language Models (LLMs) have been gaining popularity for the past few years. And with the entry of Open AIs ChatGPT, there was a massive popularity gain in the Industry towards these LLMs. These Large Language Models are being worked upon to create different applications from Question Answering Chatbots to Text Generators to Conversational […] The post One-Stop Framework Building Applications with LLMs appeared first on Analytics Vidhya.

Analytics 357

Analytics Analytics AI AI 357

insideBIGDATA

MAY 13, 2023

FeatureByte, an AI startup formed by a team of data science experts, announced the release of its open-source FeatureByte SDK. The SDK allows data scientists to use Python to create state-of-the-art features and deploy feature pipelines in minutes – all with just a few lines of code. FeatureByte automatically generates complex, time-aware SQL to perform feature transformations at scale in cloud data platforms such as Databricks and Snowflake.

Data Scientist 429

Data Scientist Cloud Data SQL Data Science 429

KDnuggets

MAY 19, 2023

Is your statistical alignment Bayesian or a Frequentist?

Data Science 363

Data Science 363

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

AI

databricks

MAY 15, 2023

Apache Spark Structured Streaming is the leading open source stream processing platform. It is also the core technology that powers streaming on the.

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Analytics Vidhya

MAY 18, 2023

Data mining and machine learning are two closely related yet distinct fields in data analysis. With both techniques extracting valuable insights, it becomes crucial to understand their characteristics, applications, and methodologies. What is data mining vs machine learning? How do they differ in terms of goals and approaches? This article aims to shed light on […] The post Data Mining vs Machine Learning: Choosing the Right Approach appeared first on Analytics Vidhya.

Data Mining 337

Data Mining Data Mining Data Mining Machine Learning 337

insideBIGDATA

MAY 17, 2023

Cognizant (NASDAQ: CTSH) announced a new, enterprise-wide platform, Cognizant Neuro®️ AI, designed to provide enterprises with a comprehensive approach to accelerate the adoption of generative AI technology and harness its business value in a flexible, secure, scalable and responsible way.

AI 397

AI AI Big Data Big Data 397

KDnuggets

MAY 18, 2023

A new AI Bard powered by PaLM V2 that can write, translate, and code better than ChatGPT.

AI 330

AI AI Artificial Intelligence Artificial Intelligence 330

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

AI

databricks

MAY 16, 2023

The Databricks Lakehouse Platform provides a unified set of tools for building, deploying, sharing, and maintaining enterprise-grade data solutions at scale. Databricks integrates.

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Analytics Vidhya

MAY 16, 2023

Introduction With the release of Chatgpt and other Large Language Models (LLMs), there has been a significant increase in the number of models available. New LLMs are being released every other day. Despite this, there is still no fixed or standardized way to evaluate the quality of these Large Language models. This article will review […] The post How to Evaluate a Large Language Model (LLM)?

Analytics 328

Analytics Analytics Data Science 328

insideBIGDATA

MAY 18, 2023

In this regular column, we’ll bring you all the latest industry news centered around our main topics of focus: big data, data science, machine learning, AI, and deep learning. Our industry is constantly accelerating with new products and services being announced everyday. Fortunately, we’re in close touch with vendors from this vast ecosystem, so we’re in a unique position to inform you about all that’s new and exciting.

Deep Learning 396

Deep Learning Deep Learning Big Data Big Data 396

KDnuggets

MAY 18, 2023

This article discusses the key components that contribute to the successful scaling of data science projects. It covers how to collect data using APIs, how to store data in the cloud, how to clean and process data, how to visualize data, and how to harness the power of data visualization through interactive dashboards.

Data Science 322

Data Science Cloud Computing Data Visualization 322

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

AI

databricks

MAY 17, 2023

Today, we are excited to announce the general availability of the Variable Explorer for Python in the Databricks Notebook. The Variable Explorer allows.

Python 264

Python 264

Analytics Vidhya

MAY 14, 2023

Introduction Spreadsheets are a fundamental tool used in businesses worldwide. They help with organizing data, tracking financials, and much more. However, handling large amounts of data can be time-consuming and error-prone. Fortunately, artificial intelligence (AI) has revolutionized how we use spreadsheets. There are now many AI tools available that can automate manual tasks and streamline […] The post Top 5 AI Tools for Google Sheets appeared first on Analytics Vidhya.

Artificial Intelligence 329

Artificial Intelligence Artificial Intelligence AI AI 329

insideBIGDATA

MAY 16, 2023

In this contributed article, David Castro-Gavino, Global Vice President of Data at HelloFresh, highlights how the data mesh movement has been underway in recent years with the goal of reducing interdependencies and enabling self-service business intelligence. However, moving to a distributed data ownership takes organization, planning and buy-in from the right stakeholders, and we cannot underestimate the cultural change needed to accomplish this.

Business Intelligence 394

Business Intelligence Business Intelligence Big Data Big Data 394

KDnuggets

MAY 16, 2023

In today's highly competitive job market, practitioners need every advantage they can get to stand out from the crowd and accelerate in their roles as a high-performing employee. With that in mind, here are 5 reasons why you should earn a SAS certification, and stand out to employers.

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Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

DrivenData Labs

MAY 18, 2023

The Community Spotlight celebrates the diversity of expertise, perspectives, and experiences of our community members. In this post we sit down with Brett Mullins, a winner of the Differential Privacy Temporal Map Challenge and a graduate student at the University of Massachusetts at Amherst. Name: Brett Mullins ¶ Hometown: Atlanta, Georgia ¶ Tell us a little about yourself.

Data Science 246

Data Science Data Scientist Machine Learning Machine Learning 246

Analytics Vidhya

MAY 19, 2023

Introduction Do you want to make your chatbots more conversational and intelligent? Then, look no further than ChatGPT by OpenAI. ChatGPT is a state-of-the-art conversational AI that can understand natural language queries and respond in a human-like manner. This article will guide you to access this powerful tool using the ChatGPT API using openAI library. […] The post How To Use ChatGPT API In Python appeared first on Analytics Vidhya.

Python 327

Python Analytics Analytics AI 327

insideBIGDATA

MAY 17, 2023

WekaIO, the data platform provider for performance-intensive workloads, unveiled version 4.2 of the WEKA® Data Platform. The new release brings a variety of enhanced features and new capabilities to the company designed to increase the affordability and performance of next-generation technologies for WEKA’s customers. These include advanced data reduction and a new container storage interface (CSI) plug-in for stateful containerized workloads that can help customers dramatically lower their stor

Deep Learning 389

Deep Learning Deep Learning Data Science Machine Learning 389

KDnuggets

MAY 19, 2023

It discusses how AI assistants are helping teams become more efficient and how they can also be a benefit to developers.

AI 300

AI AI Artificial Intelligence Artificial Intelligence 300

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

Adrian Bridgwater for Forbes

MAY 15, 2023

Automation starts with data - so let's automate, but collaborate to mitigate as we assimilate, carefully deliberate and integrate with a view to facilitate and liberate.

Database 246

Database Big Data Big Data 246

Analytics Vidhya

MAY 15, 2023

In a recent interview, the president of Emirates Airline, Tim Clark, shared his belief that passenger planes may soon be flown by artificial intelligence (AI) co-pilots, with the possibility of a single-pilot aircraft. While some passengers may feel more comfortable knowing there are two pilots in the cockpit, Clark emphasized that the technology for fully […] The post AI Pilots May Soon Fly Passenger Planes, Says Emirates Airline President appeared first on Analytics Vidhya.

Artificial Intelligence 319

Artificial Intelligence Artificial Intelligence AI AI 319

databricks

MAY 15, 2023

This solution accelerator and blog were created in collaboration with Schneider Electric. We'd like to thank Dan Sabin, a Schneider Electric Distinguished Technical.

Analytics 246

Analytics Analytics 246

KDnuggets

MAY 16, 2023

Learn how to perform principal component analysis (PCA) in Python using the scikit-learn library.

Python 291

Python Machine Learning Machine Learning 291

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!