June, 2023

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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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10 ChatGPT Plugins for Data Science Cheat Sheet

Flipboard

For an overview of what we believe to be the 10 of the best ChatGPT plugins for data science, check out our latest cheat sheet.

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Data Scraping Demystified: How to Extract Valuable Insights from the Web

Analytics Vidhya

The amount and range of data that is accessible online in the modern era is enormous, which makes it a gold mine of significant insights for corporations, researchers, and consumers. However, you must compile specific details before accessing the most valuable data elements. Data scraping, commonly called web scraping, has become a powerful method for […] The post Data Scraping Demystified: How to Extract Valuable Insights from the Web appeared first on Analytics Vidhya.

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Heard on the Street – 6/5/2023

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.

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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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10 best data science bootcamps in 2023

Data Science Dojo

The job market for data scientists is booming. In fact, the demand for data experts is expected to grow by 36% between 2021 and 2031, significantly higher than the average for all occupations. This is great news for anyone who is interested in a career in data science. According to the U.S. Bureau of Labor Statistics, the job outlook for data science is estimated to be 36% between 2021–31, significantly higher than the average for all occupations, which is 5%.

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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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Strategies for Effective Brainstorming with ChatGPT

Machine Learning Mastery

Last Updated on June 9, 2023 ChatGPT demonstrated its capability for a broad knowledge base, but it is also a fantastic brainstorming and ideation tool. You can ask it to devise a complete project plan by framing requests or providing wide-ranging responses to open-ended questions, supplementing and extending human creativity. In this post, you will […] The post Strategies for Effective Brainstorming with ChatGPT appeared first on MachineLearningMastery.com.

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Crop Yield Prediction Using Machine Learning And Flask Deployment

Analytics Vidhya

Introduction Crop yield prediction is an essential predictive analytics technique in the agriculture industry. It is an agricultural practice that can help farmers and farming businesses predict crop yield in a particular season when to plant a crop, and when to harvest for better crop yield. Predictive analytics is a powerful tool that can help […] The post Crop Yield Prediction Using Machine Learning And Flask Deployment appeared first on Analytics Vidhya.

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Busting Data Observability Myths

insideBIGDATA

In this sponsored article, Rohit Choudhary, co-founder and CEO of Acceldata, breaks down four common myths and misconceptions around observability. In today’s economic climate, many companies are tightening their belts. They need solutions that help them run their business efficiently, smoothly, and reliably in order to maximize impact and keep customers happy.

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Data-driven marketing in 2023: The science behind data analysis and effective campaigns

Data Science Dojo

Hello there, dear reader! It’s an absolute pleasure to have you here. Today, we’re embarking on a thrilling journey into the heart of data-driven marketing. Don’t worry, though; this isn’t your average marketing chat! We’re delving into the very science that makes marketing tick. So, grab a cup of tea, sit back, and let’s unravel the fascinating ties between marketing Trust me, it’s going to be a real hoot!

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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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Extending Databricks Unity Catalog with an Open Apache Hive Metastore API

databricks

Today, we are excited to announce the preview of a Hive Metastore (HMS) interface for Databricks Unity Catalog, which allows any software compatible.

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AI: Large Language & Visual Models

KDnuggets

This article discusses the significance of large language and visual models in AI, their capabilities, potential synergies, challenges such as data bias, ethical considerations, and their impact on the market, highlighting their potential for advancing the field of artificial intelligence.

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Using ChatGPT for Translation Effectively

Machine Learning Mastery

Last Updated on June 10, 2023 ChatGPT has demonstrated its ability to handle translation tasks with surprisingly high accuracy. While Google Translate has been the go-to tool for multilingual translation for years, recent studies show that ChatGPT performs competitively with commercial translation products in high-resource European languages (Is ChatGPT A Good Translator?).

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Revamp Data Analysis: OpenAI, LangChain & LlamaIndex for Easy Extraction

Analytics Vidhya

Introduction OpenAI’s API, developed by OpenAI, provides access to some of the most advanced language models available today. By leveraging this API and using LangChain & LlamaIndex, developers can integrate the power of these models into their own applications, products, or services. With just a few lines of code, you can tap into the vast knowledge […] The post Revamp Data Analysis: OpenAI, LangChain & LlamaIndex for Easy Extraction appeared first on Analytics Vidhya.

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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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Book Review: The Kaggle Book/Workbook

insideBIGDATA

Kaggle is an incredible resource for all data scientists. I advise my Intro to Data Science students at UCLA to take advantage of Kaggle by first completing the venerable Titanic Getting Started Prediction Challenge, and then moving on to active challenges. Kaggle is a great way to gain valuable experience with data science and machine learning. Now, there are two excellent books to lead you through the Kaggle process.

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Responsible AI for Nonprofits: Shaping future technologies

Data Science Dojo

Artificial intelligence (AI) is rapidly transforming the world, and non-profit organizations are no exception. AI can be used to improve efficiency, effectiveness, and reach in a variety of ways, from automating tasks to providing personalized services. However, the use of AI also raises a number of ethical, social, and technical challenges. Responsible AI in non-profits This blog post will discuss the challenges of responsible AI in non-profit organizations and provide some strategies for addre

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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.

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Ten Years of AI in Review

KDnuggets

From image classification to chatbot therapy.

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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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A Gentle Introduction to Hallucinations in Large Language Models

Machine Learning Mastery

Last Updated on June 6, 2023 Large Language Models (LLMs) are known to have “hallucinations.” This is a behavior in that the model speaks false knowledge as if it is accurate. In this post, you will learn why hallucinations are a nature of an LLM. Specifically, you will learn: Why LLMs hallucinate How to make […] The post A Gentle Introduction to Hallucinations in Large Language Models appeared first on MachineLearningMastery.com.

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EU Takes a Stand with AI Rules

Analytics Vidhya

In a revolutionary move, the European Union (EU) has successfully passed The Artificial Intelligence Act, a draft law that seeks to regulate the use of artificial intelligence (AI). This significant development marks a crucial step in establishing guidelines for AI governance and may serve as a global model for policymakers. Let’s delve into the details […] The post EU Takes a Stand with AI Rules appeared first on Analytics Vidhya.

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Small Business Owners Beginning to Turn to AI for Help with Everyday Tasks

insideBIGDATA

Small business owners recognize the vast potential of generative artificial intelligence to help them grow, and some have started using it, yet many are hesitant about how best to use it, according to new survey results from GoDaddy (NYSE: GDDY), the company that helps entrepreneurs thrive.

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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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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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Unlock the Power of Real-time Data Processing with Databricks and Google Cloud

databricks

We are excited to announce the official launch of the Google Pub/Sub connector for the Databricks Lakehouse Platform. This new connector adds to.

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Programming Languages for Specific Data Roles

KDnuggets

What programming language do you need for a specific data role?

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ChatGPT as Your Expert Helper

Machine Learning Mastery

Last Updated on June 7, 2023 ChatGPT can help us learn new programming languages, courses, techniques, and skills. It has become a go-to tool for many professionals seeking to improve their workflows or learn something new. ChatGPT expert helper prompts can reduce our dependence on Google and provide detailed plans for achieving goals. In this […] The post ChatGPT as Your Expert Helper appeared first on MachineLearningMastery.com.

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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.

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Optimizing The Modern Developer Experience with Coder

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.

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insideBIGDATA Latest News – 6/6/2023

insideBIGDATA

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.

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Up The Creek With A Paddle, Why We Need Data Stream Governance

Adrian Bridgwater for Forbes

With the rise of generative AI, the question of what data we use in machines that use Large Language Models (LLMs) is key when much of the LLM data is raw & unstructured.

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Lakehouse Orchestration with Databricks Workflows

databricks

Organizations across industries are adopting the lakehouse architecture and using a unified platform for all their data, analytics and AI workloads. When moving.

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5 Free Julia Books For Data Science

KDnuggets

Discover the full potential of the Julia programming language for data analysis and modeling with a comprehensive guide that covers everything from its syntax to advanced techniques.

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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!