Sat.Jun 24, 2023 - Fri.Jun 30, 2023

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AI Chrome Extensions for Data Scientists Cheat Sheet

Flipboard

KDnuggets' latest cheat sheet presents you with an impressive array of advanced tools and resources designed to support your data science game. They cover a wide range of applications, from understanding complex scientific literature to writing high-quality manuscripts and more.

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Will ChatGPT Replace Data Scientists?

KDnuggets

Every job is at risk. Here’s how you can AI-proof your career.

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Top 10 AI Influencers to Follow in 2023

Analytics Vidhya

Introduction In a world driven by cutting-edge technology and mind-boggling possibilities, keeping up with the ever-evolving realm of AI is both thrilling and essential. As we step into the promising year of 2023, it’s time to embark on an exhilarating journey through the minds of the most influential and visionary AI trailblazers. Buckle up and […] The post Top 10 AI Influencers to Follow in 2023 appeared first on Analytics Vidhya.

AI 382
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Altair Global Survey Reveals Significant Opportunities to Improve Efficiency, Scale, and Success of Enterprise AI and Data Projects

insideBIGDATA

Altair (NASDAQ: ALTR), a global leader in computational science and artificial intelligence (AI), released results from an international survey which revealed high rates of adoption and implementation of organizational data and AI strategies globally. The survey also revealed that project successes suffer due to three main types of friction: organizational, technological, and financial.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

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.

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Introducing English as the New Programming Language for Apache Spark

databricks

Introduction We are thrilled to unveil the English SDK for Apache Spark, a transformative tool designed to enrich your Spark experience. Apache Spark™.

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From Theory to Practice: Building a k-Nearest Neighbors Classifier

KDnuggets

The k-Nearest Neighbors Classifier is a machine learning algorithm that assigns a new data point to the most common class among its k closest neighbors. In this tutorial, you will learn the basic steps of building and applying this classifier in Python.

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Heard on the Street – 6/29/2023

insideBIGDATA

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 368
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Lakehouse AI: a data-centric approach to building Generative AI applications

databricks

Generative AI will have a transformative impact on every business. Databricks has been pioneering AI innovations for a decade, actively collaborating with thousands.

AI 312
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The Importance of Reproducibility in Machine Learning

KDnuggets

And how approaches to better data management, version control, and experiment tracking can help build reproducible ML pipelines.

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Using GANs in TensorFlow Generate Images

Analytics Vidhya

Introduction In this article, we explore the application of GANs in TensorFlow for generating unique renditions of handwritten digits. The GAN framework comprises two key components: the generator and the discriminator. The generator generates new images in a randomized manner, whereas the discriminator is designed to differentiate between authentic and counterfeit images.

Analytics 361
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Agent Tooling: Connecting AI to Your Tools, Systems & Data

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.

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The synthetic data field guide

Cassie Kozyrkov

A guide to the various species of fake data: Part 2 Continue reading on Towards Data Science »

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Introducing LakehouseIQ: The AI-Powered Engine that Uniquely Understands your Business

databricks

Today, we are thrilled to announce LakehouseIQ, a knowledge engine that learns the unique nuances of your business and data to power natural.

AI 279
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Stable Diffusion: Basic Intuition Behind Generative AI

KDnuggets

This article provides a general overview of Stable Diffusion and focuses on building a basic understanding of how generative artificial intelligence works.

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Is Data Science a Good Career?

Analytics Vidhya

Introduction With its ever-growing prominence and influence, data science has become a subject of great interest and intrigue among individuals contemplating their career paths. In an era characterized by an exponential surge in data generation, analysis, and utilization, the question arises: Is data science a good career? By exploring the multifaceted aspects of data science, […] The post Is Data Science a Good Career?

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How to Modernize Manufacturing Without Losing Control

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

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Snowflake Forecasts New Flurry Of Data Programmability

Adrian Bridgwater for Forbes

We know that software application development professionals use code to create applications (also known as programs) that are programmed using a defined syntax and str.

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The synthetic data field guide

Cassie Kozyrkov

A guide to the various species of fake data: Part 2 Continue reading on Medium »

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7 Ways ChatGPT Makes You Code Better and Faster

KDnuggets

From project planning to producing production-ready code, ChatGPT is your trusty companion throughout the entire development process, offering valuable assistance every step of the way.

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OpenAI’s ChatGPT App Introduces Browsing Feature with Bing Integration

Analytics Vidhya

OpenAI, the leading AI research organization, has recently unveiled an exciting new feature for subscribers of ChatGPT Plus—the premium version of their AI-powered chatbot. With the introduction of Browsing, users can now utilize the ChatGPT app to search for answers on the web. However, there is a catch: the browsing functionality is exclusively powered by […] The post OpenAI’s ChatGPT App Introduces Browsing Feature with Bing Integration appeared first on Analytics Vidhya.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

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.

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Introducing Lakehouse Federation Capabilities in Unity Catalog

databricks

Data teams face many challenges to quickly access the right data primarily due to data fragmentation, time and cost involved in consolidating data.

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What is synthetic data?

Cassie Kozyrkov

A field guide to the various species of fake data Continue reading on Towards Data Science »

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Data Science Project of Rotten Tomatoes Movie Rating Prediction: First Approach

KDnuggets

Predicting Movie Status Based on Numerical and Categorical Features.

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Excel vs Tableau – Which is a Better Tool?

Analytics Vidhya

Excel and Tableau are two popular data handling tools. They comprise unique specialties and specific advantages. Comparing them is possible at a specific level while considering particular points like size, complexity and user preferences. Here is a comparison of the most relevant points to find the better-performing one among Excel vs Tableau. Excel: Features, Capabilities, […] The post Excel vs Tableau – Which is a Better Tool?

Tableau 343
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The 2nd Generation of Innovation Management: A Survival Guide

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?

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Introducing Materialized Views and Streaming Tables for Databricks SQL

databricks

We are thrilled to announce that materialized views and streaming tables are now publicly available in Databricks SQL on AWS and Azure. Streaming.

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What is simulation?

Cassie Kozyrkov

Introducing a powerful technique for working with data Continue reading on Medium »

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Generate Music From Text Using Google MusicLM

KDnuggets

Introducing Google's latest AI Music model breakthrough.

AI 272
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How Does AI Help in Lead Generation?

Analytics Vidhya

No matter how excellent your services or products are or how unique they are, it is unimportant if you can’t market them effectively. Worldwide, small- and large-scale business owners are attempting to stay up with the quick-changing marketing developments. We now have very sophisticated AI lead-generating solutions that produce high-quality leads faster than conventional approaches […] The post How Does AI Help in Lead Generation?

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How to Achieve High-Accuracy Results When Using LLMs

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

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Project Lightspeed Update - Advancing Apache Spark Structured Streaming

databricks

In this blog post, we will review the advancements in Spark Structured Streaming since we announced Project Lightspeed a year ago, from performance.

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Why Hypothesis Testing Should Take a Cue from Hamlet

Cassie Kozyrkov

To simulate or not to simulate, that is the question Continue reading on Towards Data Science »

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KDnuggets News, June 28: 10 ChatGPT Plugins for Data Science Cheat Sheet • The ChatGPT Plugin That Automates Data Analysis

KDnuggets

10 ChatGPT Plugins for Data Science Cheat Sheet • Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis • 3 Ways to Access Claude AI for Free • What are Vector Databases and Why Are They Important for LLMs?

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LangFlow | UI for LangChain to Develop Applications with LLMs

Analytics Vidhya

Introduction Large Language Models have taken the world by storm. With the entry of ChatGPT, GPT3, Bard, and other Large Language Models, developers are constantly working with these models to create new product solutions. With each new day comes a new Large Language Model or new versions of existing LLMs. Keeping up with these new […] The post LangFlow | UI for LangChain to Develop Applications with LLMs appeared first on Analytics Vidhya.

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Apache Airflow® Best Practices: DAG Writing

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!