Sat.Sep 30, 2023 - Fri.Oct 06, 2023

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5 Free Platforms for Building a Strong Data Science Portfolio

KDnuggets

Build an irresistible portfolio that hooks recruiters with these 5 free platforms - you won't believe how easy it is!

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The 6 best ChatGPT plugins for data science 

Data Science Dojo

ChatGPT made a significant market entrance, shattering records by swiftly reaching 100 million monthly active users in just two months. Its trajectory has since been on a consistent growth. Notably, ChatGPT has embraced a range of plugins that extend its capabilities, enabling users to do more than merely generate textual responses. What are ChatGPT Plugins?

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Capital One’s New Forrester Study Reveals Key Challenges Data Leaders Face Deploying Self-service Data Strategies

insideBIGDATA

Capital One Software released a new commissioned study, "Leverage Self-service Data Strategies to Drive Business Value," by Forrester Consulting that reveals the biggest challenges data leaders face when implementing a self-service data strategy across their organization.

Big Data 418
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Mastering Transfer Learning: A Rock-Paper-Scissors Case Study

Analytics Vidhya

Introduction In the world of artificial intelligence, imagine a learning technique that enables machines to build upon their existing knowledge and tackle new challenges with expertise. This unique technique is called transfer learning. In recent years, we’ve witnessed an expansion in the capabilities and applications of generative models. We can use transfer learning to simplify […] The post Mastering Transfer Learning: A Rock-Paper-Scissors Case Study appeared first on Analytics Vi

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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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How Close Are We to AGI?

KDnuggets

Will AI be able to surpass human intelligence? An article going through the current progression, and challenges of AGI.

AI 383
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Do large language models have high toxic probabilities?

Data Science Dojo

Unlocking the potential of large language models like GPT-4 reveals a Pandora’s box of privacy concerns. Unintended data leaks sound the alarm, demanding stricter privacy measures. Generative Artificial Intelligence (AI) has garnered significant interest, with users considering its application in critical domains such as financial planning and medical advice.

More Trending

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How to Use Midjourney AI?

Analytics Vidhya

Introduction The allure of image-generating AI has surged. With the ability to give life to any type of imagination, AI has gained popularity among business people as well as in education. One such AI wizardry is exhibited by Midjourney AI. It translates text prompts into captivating AI-generated images. Here is a tutorial guiding you to […] The post How to Use Midjourney AI?

AI 352
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3 Data Science Projects Guaranteed to Land You That Job

KDnuggets

Imagine you’re allowed to do only three data science projects. Which should you choose to guarantee you get the job? Here’s my choice!

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Generative AI Report – 10/3/2023

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

AI 329
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Infor Enterprise Automation Puts Robotics Front-End Back-End

Adrian Bridgwater for Forbes

Infor OS connects systems and people through back-end automation, decision automation and now – with the release of Infor RPA – front-end automation.

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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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Introduction to HNSW: Hierarchical Navigable Small World

Analytics Vidhya

Introduction AI innovation is happening at breakneck speed. One of the frontiers of this innovation is the vector search engines. What are these search engines, you ask? In simple terms, they help in training large language models (LLMs) by going through large datasets and picking out what’s relevant. Now, there are many different ways in […] The post Introduction to HNSW: Hierarchical Navigable Small World appeared first on Analytics Vidhya.

Analytics 349
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Deploying Your Machine Learning Model to Production in the Cloud

KDnuggets

Learn a simple way to have a live model hosted on AWS.

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Seven Reasons why Data Security Needs AI

insideBIGDATA

Today data holds the key to business success. Enterprises are embracing the power of data to improve marketing effectiveness, identify new revenue opportunities, personalize customer experiences, and improve operational efficiency. However, the increasing complexity of the data landscape is making it a huge challenge to provide users and applications with fast access required, while ensuring regulatory compliance.

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Announcing Inference Tables: Simplified Monitoring and Diagnostics for AI models

databricks

Have you ever deployed an AI model, only to discover it's delivering unexpected results in a real-world setting? Monitoring models is as crucial.

AI 297
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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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Top 5 Data Analytics Certifications

Analytics Vidhya

Introduction In our era of data supremacy, the ability to decipher the language of numbers and extract meaningful insights has never been more valuable. Data analytics has transcended being just a buzzword; it has become an indispensable tool across industries, steering businesses toward success and innovation. A Data Analytics Certification is your compass to stand […] The post Top 5 Data Analytics Certifications appeared first on Analytics Vidhya.

Analytics 348
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SQL in Pandas with Pandasql

KDnuggets

Want to query your pandas dataframes using SQL? Learn how to do so using the Python library Pandasql.

SQL 371
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SAP: Why Modern Software Needs A ‘Clean Core’

Adrian Bridgwater for Forbes

Enterprise software systems are typically known for their base functionality layers, on top of which customers often want to make skews & nuanced customizations.

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Bringing Software Engineering Best Practices to Life Sciences R&D at Exai Bio

databricks

This blog was written in collaboration with Sukh Sekhon, Software Engineer, Cloud Infrastructure and Helen Li, Sr. Director of Engineering at Exai Bio.

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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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Building Invoice Extraction Bot using LangChain and LLM

Analytics Vidhya

Introduction Before the large language models era, extracting invoices was a tedious task. For invoice extraction, one has to gather data, build a document search machine learning model, model fine-tuning etc. The introduction of Generative AI took all of us by storm and many things were simplified using the LLM model. The large language model […] The post Building Invoice Extraction Bot using LangChain and LLM appeared first on Analytics Vidhya.

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Getting Started with Google Cloud Platform in 5 Steps

KDnuggets

Explore the essentials of Google Cloud Platform for data science and ML, from account setup to model deployment, with hands-on project examples.

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AI Bias: Good intentions can lead to nasty results

Cassie Kozyrkov

Why fairness through unawareness is a pretty idea with ugly consequences Continue reading on Towards Data Science »

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How Ribbon Health and Databricks Unlock Better Patient Care

databricks

This blog post was written in collaboration with Eric Schwartz, Director of Partnerships at Ribbon Health, and David Kulwin, Director, Databricks Marketplace. Ensuring.

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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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Introduction to OpenAI Function Calling

Analytics Vidhya

According to Forbes, the AI market is predicted to reach $1,811.8 billion by 2030. Introducing the OpenAI API models like Davinci, GPT Turbo, GPT Turbo 3.5, or GPT 4 is taking the world of artificial intelligence by storm. The introduction of the OpenAI API models like Davinci, GPT Turbo, GPT Turbo 3.5, or GPT 4 […] The post Introduction to OpenAI Function Calling appeared first on Analytics Vidhya.

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The Top 5 Data Management Tools For Your Projects

KDnuggets

See what KDnuggets is recommending for the top 5 cutting-edge tools for cloud, ETL, transformation, master data management, and visualization.

ETL 365
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Revolutionizing Bioscience Research: Creating an Atlas of the Human Body

insideBIGDATA

Making healthcare and life science (HCLS) discoveries is time-consuming and requires considerable amounts of data. HPC enterprise infrastructure with AI and edge to cloud capabilities is required for biomedical research to make creating a human atlas of the body possible. The HPE, NVIDIA and Flywheel collaboration using the latest technologies designed for HCLS promise to transform biomedical research.

AI 259
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Databricks Expands Brickbuilder Program to Include Lakehouse Accelerators

databricks

Today, we’re excited to announce Brickbuilder Accelerators, an expansion to the Brickbuilder Program that pairs the expertise of system integrator and consulting partners w.

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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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Introduction of Microsoft Fabric

Analytics Vidhya

In today’s rapidly evolving digital landscape, seamless data, applications, and device integration are more pressing than ever. Enter Microsoft Fabric, a cutting-edge solution designed to revolutionize how we interact with technology. This article will explore the key features and benefits, identify the ideal users for this solution, and guide you on when and how to […] The post Introduction of Microsoft Fabric appeared first on Analytics Vidhya.

Analytics 343
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Elevate Your Search Engine Skills with Uplimit’s Search with ML Course!

KDnuggets

Elevate Your Search Engine Skills! Join Uplimit's SearchML Course now for a 4-week deep dive into machine learning and search. Boost rankings, enhance retrieval, and build with OpenSearch. Enroll today and level up with expert guidance!

ML 357
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Heard on the Street – 10/5/2023

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.

Big Data 259
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A Pattern for the Lightweight Deployment of Distributed XGBoost and LightGBM Models

databricks

A common challenge data scientists encounter when developing machine learning solutions is training a model on a dataset that is too large to.

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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!