Wed.Jun 12, 2024

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Using SQL with Python: SQLAlchemy and Pandas

KDnuggets

A simple tutorial on how to connect to databases, execute SQL queries, and analyze and visualize data.

SQL 385
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Mosaic AI: Build and deploy production-quality Compound AI Systems

databricks

Over the last year, we have seen a surge of commercial and open-source foundation models showing strong reasoning abilities on general knowledge tasks.

AI 363
professionals

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5 Free University Courses to Learn Coding for Data Science

KDnuggets

Learn programming for free from top-tier universities like Harvard and MIT.

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What’s New with Databricks Unity Catalog at Data + AI Summit 2024

databricks

In an era marked by rapid advancements in artificial intelligence and an explosion of data and Gen AI tools, enterprises face fragmented data.

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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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Sending Emails With Python

Analytics Vidhya

Introduction This article offers a detailed guide on automating email sending using Python‘s `smtplib` library. It covers setting up an environment, generating sample data, and creating basic line plots. It also discusses advanced customization options like line styles, colors, and markers for visually appealing visualizations. The guide also teaches how to annotate plots and save […] The post Sending Emails With Python appeared first on Analytics Vidhya.

Python 314
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How FactSet Implemented an Enterprise Generative AI Platform with Databricks and MLflow

databricks

“FactSet’s mission is to empower clients to make data-driven decisions and supercharge their workflows and productivity. To deliver AI-driven solutions across our entire.

AI 340

More Trending

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Comparative Analysis of LangChain and LlamaIndex

KDnuggets

A detailed comparative analysis of the differences between LangChain and LlamaIndex for building and working with LLM applications.

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Qwen2: Alibaba Cloud’s Open-Source LLM

Analytics Vidhya

Introduction Many new companies are popping up and releasing new open source Large Language Models in the coming years. As time progresses, these models are becoming closer and closer to the paid closed-source models. These companies are releasing these models in various sizes and making sure to keep their licenses so that anyone can use […] The post Qwen2: Alibaba Cloud’s Open-Source LLM appeared first on Analytics Vidhya.

Analytics 306
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5 Free Datasets to Start Your Machine Learning Projects

Machine Learning Mastery

After completing a course and mastering the essentials of machine learning, it is time to start building machine learning models using real-world datasets. While accessing most real-world datasets can be expensive, platforms like Kaggle offer access to the latest datasets for free on a wide variety of machine learning tasks. In this blog, we will […] The post 5 Free Datasets to Start Your Machine Learning Projects appeared first on MachineLearningMastery.com.

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Line Plot with Seaborn

Analytics Vidhya

Introduction For creating eye-catching and educational statistics visuals, Seaborn provides a high-level interface. Seaborn makes it simple to build and modify line plots, which are helpful for displaying data trends over time. This tutorial goes over how to set up your environment, make both simple and personalized line plots, and customize your plots with different […] The post Line Plot with Seaborn appeared first on Analytics Vidhya.

Analytics 304
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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!

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Announcing the Winners of the 2024 Databricks Data Team Awards

databricks

The annual Data Team Awards showcase how different data teams from across the globe are delivering solutions to some of the world’s most.

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“The” Midjourney model personalization guide

Dataconomy

Midjourney model personalization is now live, offering you a more tailored image generation experience by teaching the AI your preferences. How does Midjourney model personalization work? This Midjourney model personalization feature allows you to adjust the algorithm to match your personal tastes, reducing biases from its training data. Here’s how it works: Understanding prompts : When you write a prompt, there are many details that remain implicit.

AI 202
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The oldest ecosystems on Earth

Hacker News

What they teach us about resilience.

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Build a custom UI for Amazon Q Business

AWS Machine Learning Blog

Amazon Q is a new generative artificial intelligence (AI)-powered assistant designed for work that can be tailored to your business. Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’s information repositories and enterprise systems.

AWS 136
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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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The Microsoft Excel superstars throw down in Vegas

Hacker News

The most advanced users of Microsoft Excel are analysts, actuaries, and accountants, and each year, they meet to compete in Vegas at the Microsoft Excel World Championship.

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Scalable intelligent document processing using Amazon Bedrock

AWS Machine Learning Blog

In today’s data-driven business landscape, the ability to efficiently extract and process information from a wide range of documents is crucial for informed decision-making and maintaining a competitive edge. However, traditional document processing workflows often involve complex and time-consuming manual tasks, hindering productivity and scalability.

AWS 127
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Can LLMs invent better ways to train LLMs?

Hacker News

Can LLMs invent better ways to train LLMs?

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Visualize This on storytelling with data

FlowingData

I talked to Cole Nussbaumer Knaflic about my early motivations, FD origins, the new book, how I work, and data things. Listen to the episode here. Cole, who runs storytelling with data , came around not long after FD. Although she has a team now, I count Cole as one of the few long-term, independent visualization folks. It was fun to finally get to chat.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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VRChat is Laying Off 30% of Team

Hacker News

Below is the full text of an email sent to our team today. Aside from removing some email addresses and formatting, there are no redactions or edits. To: All VRChat Employees Personal and Company Emails From: Graham Gaylor, CEO Subject: Important Announcement - Company Update - June 2024 Hi everyone, Today, I have some very hard and sad news to share.

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Use weather data to improve forecasts with Amazon SageMaker Canvas

AWS Machine Learning Blog

Photo by Zbynek Burival on Unsplash Time series forecasting is a specific machine learning (ML) discipline that enables organizations to make informed planning decisions. The main idea is to supply historic data to an ML algorithm that can identify patterns from the past and then use those patterns to estimate likely values about unseen periods in the future.

ML 123
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The legacy of Lynn Conway, chip design pioneer and transgender-rights advocate

Hacker News

Conway, professor emerita of electrical engineering and computer science, has died.

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Occupation and Salary Rankings, Each Decade Since 1970

FlowingData

Job types changed over the years, because there were these things called computers that created occupations and shifted others. How did income change for different jobs, relative to everyone else? Use this chart to see how occupations ranked over the decades.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Fired employee deleted servers, causing it to lose S$918,000

Hacker News

The 39-year-old man, who was "confused and upset" after being fired, deleted 180 virtual servers from NCS' computer system.

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Mapping hurricane winds with avocado of uncertainty

FlowingData

Stamen, whose design breakdowns I always appreciate, discusses why they took a different route to to show the uncertainty of wind speeds : Wind speed probability data shows you the likelihood of sustained wind speeds that denote a category 1 hurricane (74+ mph). The way the data appears on a map is through concentric polygons that denote progressively less likely areas to experience a category 1 hurricane.

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Uncensor Any LLM with Abliteration

Hacker News

A Blog post by Maxime Labonne on Hugging Face

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The Basics of Machine Learning in Earth Observation: An Introductory Guide.

Towards AI

Last Updated on June 13, 2024 by Editorial Team Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 The earth is a beautiful place with wonders and mysteries that can only be comprehended by a closer look, if you believe in the Big Bang, religion, astrology or none of the above- you can never deny we humans know little of what this earth is capable.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Hybrid working from home improves retention without damaging performance

Hacker News

Working from home has become standard for employees with a university degree. The most common scheme, which has been adopted by around 100 million employees in Europe and North America, is a hybrid schedule, in which individuals spend a mix of days at home and at work each week1,2. However, the effects of hybrid working on employees and firms have been debated, and some executives argue that it damages productivity, innovation and career development3–5.

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Top Important LLMs Papers for the Week from 03/06 to 09/06

Towards AI

Last Updated on June 13, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the latest progress. This article summarizes some of the most important LLM papers published during the First Week of June 2024.

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Boeing Starliner Stuck on Space Station as More Leaks Discovered

Hacker News

Bpoeing has discovered five different helium leaks on its Starliner spacecraft while docked to the International Space Station.

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Mixing up mocktails

SAS Software

Mocktails are drinks that have all the flavor of traditional cocktails minus the alcohol. Whether you’re the designated driver, a non-drinker, looking to improve your health or simply seeking a refreshing sip, mocktails offer an elevated alternative for more conscious consumption. History of Mocktails In the 1800s, the temperance movement [.] The post Mixing up mocktails appeared first on SAS Blogs.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.