Sat.Jun 08, 2024 - Fri.Jun 14, 2024

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Personalizing Employee Experiences with Product Analytics

insideBIGDATA

In this contributed article, Vara Kumar, co-founder and head of R&D and pre-sales at Whatfix, discusses how in today's competitive landscape, harnessing the full potential of product analytics is pivotal for companies seeking to optimize their internal and external product usage. There are multifaceted benefits of leveraging product analytics, showcasing its ability to provide profound insights into product utilization across an organization.

Analytics 448
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A Comprehensive Guide on Langchain

Analytics Vidhya

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis. However, working with LLMs can be challenging, requiring developers to navigate complex prompting, data integration, and memory management tasks. This is where Langchain comes into play, a powerful open-source Python framework designed to […] The post A Comprehensive Guide on Langchain appeared fir

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Understanding Data Privacy in the Age of AI

KDnuggets

Data privacy has been a long-standing issue that continues to challenge the data industry. Let’s understand how rapid developments in the world of AI have elevated data privacy concerns.

AI 318
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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 349
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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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New AI Data: 88% of SMBs Use AI and 40% Concerned about Security

insideBIGDATA

Our friends over at Pax8, a leading cloud commerce marketplace, released a new global report in collaboration with Microsoft and Channelnomics on the AI buying trends of Small and Midsize Businesses (SMBs).

AI 418
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PyTorch vs TensorFlow: Which is Better for Deep Learning?

Analytics Vidhya

Introduction Efficient ML models and frameworks for building or even deploying are the need of the hour after the advent of Machine Learning (ML) and Artificial Intelligence (AI) in various sectors. Although there are several frameworks, PyTorch and TensorFlow emerge as the most famous and commonly used ones. PyTorch and Tensorflow have similar features, integrations, […] The post PyTorch vs TensorFlow: Which is Better for Deep Learning?

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Introducing Databricks LakeFlow: A unified, intelligent solution for data engineering

databricks

Today, we are excited to announce Databricks LakeFlow, a new solution that contains everything you need to build and operate production data pipelines.

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Elon Musk already vetoed ChatGPT-iPhone integration and here is why

Dataconomy

Elon Musk looks really angry for the ChatGPT-iPhone integration, and his main motivation behind this is potential cybersecurity issues. Why Musk is so angry about the ChatGPT-iPhone integration? Apple has jumped into the AI race by partnering with OpenAI, the creator of ChatGPT, to bring their technology to its products. The company also showcased several new AI features of its own.

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The Data-Information-Knowledge-Wisdom Pyramid

Analytics Vidhya

Introduction In today’s information age, data is king. But simply having data is not enough. To truly excel in this data-driven world, we need to be able to transform that data into actionable insights. This is where the DIKW, or Data-Information Knowledge Wisdom Pyramid, comes in. The DIKW Pyramid is a robust framework that helps […] The post The Data-Information-Knowledge-Wisdom Pyramid appeared first on Analytics Vidhya.

Analytics 316
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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 382
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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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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 313
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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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Fine-Tuning vs Full Training vs Training from Scratch in Machine Learning

Analytics Vidhya

Introduction Many methods have been proven effective in improving model quality, efficiency, and resource consumption in machine learning. The distinction between fine-tuning vs full training vs training from scratch can help you decide which approach is right for your project. Then, we will review them individually and see where and when to use them, using […] The post Fine-Tuning vs Full Training vs Training from Scratch in Machine Learning appeared first on Analytics Vidhya.

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Step-by-Step Tutorial to Building Your First Machine Learning Model

KDnuggets

Machine Learning model is an exciting project. Learn how to develop your first model that the company would want to use.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Open Sourcing Unity Catalog

databricks

We are excited to announce that we are open sourcing Unity Catalog, the industry’s first open source catalog for data and AI governance.

AI 262
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The Encyclopedia Project

Hacker News

In an age when AI regurgitates the blather of meaningless content, seeking its audience in the attention marketplace, it's a small wonder that it is hard to tell what is really real anymore.

AI 181
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25 Ways AI Can Make Your Daily Life Easy

Analytics Vidhya

Introduction Imagine a world where your morning alarm adjusts to traffic conditions, your coffee brews to your exact preference before you even get out of bed, and your commute is planned with the perfect balance of speed and scenic detours. This sci-fi dream is becoming a reality thanks to Artificial Intelligence. AI is here to […] The post 25 Ways AI Can Make Your Daily Life Easy appeared first on Analytics Vidhya.

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FastAPI Tutorial: Build APIs with Python in Minutes

KDnuggets

Want to build APIs with Python? Learn how to do so using FastAPI with this step-by-step tutorial.

Python 351
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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.

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Introducing AI/BI: Intelligent Analytics for Real-World Data

databricks

Today, we are excited to announce Databricks AI/BI , a new type of business intelligence product built from the ground up to deeply.

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NVIDIA Releases Open Synthetic Data Generation Pipeline for Training Large Language Models

Hacker News

NVIDIA today announced Nemotron-4 340B, a family of open models that developers can use to generate synthetic data for training large language models (LLMs) for commercial applications across healthcare, finance, manufacturing, retail and every other industry. High-quality training data plays a critical role in the performance, accuracy and quality of responses from a custom LLM — but robust datasets can be prohibitively expensive and difficult to access.

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Optimizing LLMs with Mistral AI’s New Fine-Tuning APIs

Analytics Vidhya

Introduction Fine-tuning enables large language models to better align with specific tasks, teach new facts, and incorporate new information. Fine-tuning significantly improves performance compared to prompting, typically surpassing larger models due to its speed and cost-effectiveness. It offers superior task alignment because it undergoes specific training for these tasks.

Analytics 316
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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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Demystifying DAPs: A Practical Guide to Digital Adoption Success

Speaker: Pulkit Agrawal

Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.

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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 sun's magnetic field is about to flip

Hacker News

As we approach solar maximum, something strange is happening to the sun's magnetic field. We explore this flip in polarity in more detail and look at the effects it could have on Earth.

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Stored Procedure in SQL

Analytics Vidhya

Introduction Stored procedures are a crucial part of SQL databases. They consist of prepared SQL code that you can save and reuse. This feature helps avoid writing the same queries repeatedly. You can call the stored procedure to execute the saved code. Additionally, stored procedures can accept parameters, making them versatile and dynamic. This article […] The post Stored Procedure in SQL appeared first on Analytics Vidhya.

SQL 315
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Rotary Positional Embedding(RoPE): Motivation and Implementation

Towards AI

Last Updated on June 13, 2024 by Editorial Team Author(s): Harsh Maheshwari Originally published on Towards AI. Delve deeper into RoPE along with its code to understand the positional embedding in LLMs betterPhoto by Agence Olloweb on Unsplash Positional embedding plays a crucial role in transformer models by helping them distinguish the order of tokens in a sequence/sentence.

AI 115
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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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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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Sleep deprivation disrupts memory

Hacker News

Study in rats shows that a key brain signal linked to memory formation deteriorates after broken sleep. Study in rats shows that a key brain signal linked to memory formation deteriorates after broken sleep.

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What is Labeled Data?

Analytics Vidhya

Introduction Many contemporary technologies, especially machine learning, rely heavily on labeled data. In supervised learning, models train using previous input-output pairs to generate predictions or classifications, relying on datasets where each element has an annotation with a label providing background information or indicating expected results.

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Microsoft’s Copilot+ PC Launch Fundamentally Changes The PC

MoorInsights for Forbes

With a big assist from Qualcomm, Microsoft’s announcement of the Copilot+ PC gives us a glimpse into the future of the PC and sets the stage for a showdown with Apple.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr