Sat.Jul 15, 2023 - Fri.Jul 21, 2023

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Mastering Hypothesis Testing for Data Science Interviews

Mlearning.ai

Hypothesis testing is a fundamental concept in the field of data science that plays a crucial role in making informed decisions based on… Continue reading on MLearning.

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The White House Meets with 7 Big Tech Companies – Releases Commitments on Managing AI

insideBIGDATA

The White House has just announced that that it accepting pledges from a number of high-profile tech companies for the safe development of AI. The Fact Sheet for today's meeting can be found here. Seven companies — Google, Microsoft, Meta, Amazon, OpenAI, Anthropic and Inflection — convened at the White House today to announce the voluntary agreements.

AI 365
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Top 7 NLP Books Every Data Scientist Must Read

Analytics Vidhya

Introduction Recent advances in natural language processing (NLP) are essential for data scientists to stay on top. NLP books are priceless sources that provide in-depth knowledge, practical guidance, and cutting-edge techniques in the field. We will examine the 8 best NLP books in this article, which are essential reading for data scientists. The principles of […] The post Top 7 NLP Books Every Data Scientist Must Read appeared first on Analytics Vidhya.

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How SAS can help catapult practitioners’ careers

KDnuggets

Let's explore the journeys of SAS users who harnessed the power of SAS to unlock new opportunities and achieve their career goals.

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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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Building your Generative AI apps with Meta's Llama 2 and Databricks

databricks

Today, Meta released their latest state-of-the-art large language model (LLM) Llama 2 to open source for commercial use1. This is a significant development.

AI 246
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7 Key Security Criteria for Data Tools: A Buyer’s Guide

insideBIGDATA

In this contributed article, Petr Nemeth. founder and CEO of Dataddo, discusses how data security is becoming a major concern for buyers of data tools. Here are seven criteria to help evaluate the suitability of any data tool for your data stack.

Big Data 358

More Trending

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ChatGPT Dethroned: How Claude Became the New AI Leader

KDnuggets

Putting the world to shame.

AI 271
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Never Miss a Beat: Announcing New Monitoring and Alerting capabilities in Databricks Workflows

databricks

We are excited to announce enhanced monitoring and observability features in Databricks Workflows. This includes a new real-time insights dashboard to see all.

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Splunk Introduces New AI Offerings to Accelerate Detection, Investigation and Response Across Security and Observability 

insideBIGDATA

Splunk Inc. (NASDAQ: SPLK), the cybersecurity and observability leader, today announced Splunk AI, a collection of new AI-powered offerings to enhance its unified security and observability platform. Splunk AI combines automation with human-in-the-loop experiences, so organizations can drive faster detection, investigation and response while controlling how AI is applied to their data.

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Swiggy Follows Zomato and Blinkit in Integrating Generative AI

Analytics Vidhya

Swiggy, the renowned food delivery platform, embraces the potential of generative AI to transform how we discover food and groceries. Following the footsteps of major industry players such as Zomato, Blinkit, and Instacart, Swiggy aims to bring the latest AI technologies to its platform. By developing AI-led solutions for its restaurant partners and delivery ecosystem, […] The post Swiggy Follows Zomato and Blinkit in Integrating Generative AI appeared first on Analytics Vidhya.

AI 271
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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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Exploring the Power and Limitations of GPT-4

KDnuggets

Unveiling GPT-4: Deciphering its impact on data science and exploring its strengths and boundaries.

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Why We Need Software Monitoring

Adrian Bridgwater for Forbes

We have cloud observability specialists, we have application performance specialists & we have cloud-native security specialists - and then we have monitoring purists.

Big Data 246
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Databricks + MosaicML

databricks

Today, we’re excited to share that we’ve completed our acquisition of MosaicML, a leading platform for creating and customizing generative AI models for you.

AI 246
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OpenAI Launches Custom Instructions for ChatGPT for Personalized AI Interaction

Analytics Vidhya

OpenAI has taken a significant step in enhancing user control over its AI language model, ChatGPT, by introducing a new feature called ‘custom instructions’ This latest update aims to streamline interactions and provide a more personalized experience for users. This article explores the various aspects of this new feature and teaches you how to enable […] The post OpenAI Launches Custom Instructions for ChatGPT for Personalized AI Interaction appeared first on Analytics Vidhya.

AI 271
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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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The Drag-and-Drop UI for Building LLM Flows: Flowise AI

KDnuggets

Don’t have any coding experience? Don’t worry. Check out this drag-and-drop tool that helps you to build your own customized LLM flows. And guess what, you don’t have to be a tech professional!

AI 266
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When Good Data Analytics Is Bad (And How To Stop It)

Adrian Bridgwater for Forbes

Although we might argue that every form of data analytics is basically good, the way we use the insights from AI information analytics actions can be both good & bad.

Analytics 246
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Go from Months to Hours with Databricks Marketplace for Retailers

databricks

Let's say a distributor reached out wanting to understand what factors are driving the sale of carbonated beverages from customers in their convenience.

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Frequentist vs Bayesian Statistics in Data Science

Analytics Vidhya

Introduction Statistical analysis plays a crucial role in the fast-developing field of data science, enabling researchers to gain insightful knowledge from data. However, the disagreement between Bayesian and frequentist methods has always been against each other. These two strategies embody different mindsets and procedures, each offering unique benefits and drawbacks.

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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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Unveiling the Power of Meta’s Llama 2: A Leap Forward in Generative AI?

KDnuggets

This article explores the technical details and implications of Meta's newly released Llama 2, a large language model that promises to revolutionize the field of generative AI. We delve into its capabilities, performance, and potential applications, while also discussing its open-source nature and the company's commitment to safety and transparency.

AI 264
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AI-generated synthetic data

Cassie Kozyrkov

Explained the best possible way: with cats!

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The Executive’s Guide to Data, Analytics and AI Transformation, Part 7: Move to production and scale adoption

databricks

This is part seven of a multi-part series to share key insights and tactics with Senior Executives leading data and AI transformation initiatives.

Analytics 242
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Exploring the Power of Data Science in Civil Engineering

Analytics Vidhya

Introduction Civil engineering has witnessed a remarkable transformation in recent years, owing to the integration of data science techniques. Data science has emerged as a powerful tool, revolutionizing how civil engineers approach infrastructure project design, planning, and management. This article delves into the crucial role data science plays in civil engineering and its impact on […] The post Exploring the Power of Data Science in Civil Engineering appeared first on Analytics Vidhya

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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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What is Superalignment & Why It is Important?

KDnuggets

Addressing the potential risks associated with superintelligence systems.

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POLL: Which Company Will Lead the LLM Pack?

insideBIGDATA

Since the release of ChatGPT late last year, the world has gone crazy for large language models (LLMs) and generative AI powered by transformers. The biggest players in our industry are now jockeying for prime position in this lucrative space. The news cycle is extremely fast-paced and technology is advancing at an incredible rate. Meta's announcement yesterday about Llama 2, the latest version of their large language model, being open sourced is a good example.

AI 222
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Simplified Analytics Engineering with Databricks and dbt Labs

databricks

For over a year now, Databricks and dbt Labs have been working together to realize the vision of simplified real-time analytics engineering, combining.

Analytics 231
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Unleashing Generative AI with VAEs, GANs, and Transformers

Analytics Vidhya

Introduction Generative AI, an exciting field at the intersection of artificial intelligence and creativity, is revolutionizing various industries by enabling machines to generate new and original content. From generating realistic images and music compositions to creating lifelike text and immersive virtual environments, generative AI is pushing the boundaries of what machines can achieve.

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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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Unlock DataOps Success with DataOps.live: Featured in Gartner Market Guide!

KDnuggets

To learn more about the DataOps market, download your free copy of the Gartner Market Guide for DataOps Tools.

DataOps 262
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Decoding Data Analysis Expressions 101: A beginner’s guide to DAX

Data Science Dojo

Data Analysis Expressions (DAX) is a language used in Analysis Services, Power BI, and Power Pivot in Excel. DAX formulas include functions, operators, and values to perform advanced calculations and queries on data in related tables and columns in tabular data models. The Basics of DAX for Data Analysis DAX is a powerful language that can be used to create dynamic and informative reports that can help you make better decisions.

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Video Highlights: Ultimate Guide To Scaling ML Models – Megatron-LM | ZeRO | DeepSpeed | Mixed Precision

insideBIGDATA

In this video presentation, Aleksa Gordić explains what it takes to scale ML models up to trillions of parameters! He covers the fundamental ideas behind all of the recent big ML models like Meta's OPT-175B, BigScience BLOOM 176B, EleutherAI's GPT-NeoX-20B, GPT-J, OpenAI's GPT-3, Google's PaLM, DeepMind's Chinchilla/Gopher models, etc.

ML 195
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The Fascinating Evolution of Generative AI

Analytics Vidhya

Introduction In the ever-expanding realm of artificial intelligence, one fascinating field that has captured the imagination of researchers, technologists, and enthusiasts alike is Generative AI. These clever algorithms are pushing the limits of what robots can do and understand every day, ushering in a new era of invention and creativity. In this essay, we embark […] The post The Fascinating Evolution of Generative AI 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!