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 158
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Unpacking the Latest Streaming Announcements: A Comprehensive Analysis

Jesse Anderson

This video covers the latest announcements from StreamNative, Confluent, and WarpStream. We discuss communication protocols, how they’re used, and what they mean for you. We also discuss the various systems using Kafka’s protocol. Finally, we discuss the announcements about writing to Iceberg and DeltaLake directly from the broker and what that means for costs and operational ease.

Kafka 147
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Trending Sources

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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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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.

Systems 145
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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

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 Meta trains large language models at scale

Engineering at Meta

As we continue to focus our AI research and development on solving increasingly complex problems, one of the most significant and challenging shifts we’ve experienced is the sheer scale of computation required to train large language models (LLMs). Traditionally, our AI model training has involved a training massive number of models that required a comparatively smaller number of GPUs.

Algorithm 133
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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.

Data 142

More Trending

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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.

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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.

Building 128
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Streamline Operations and Empower Business Teams to Unlock Unstructured Data with Document AI 

Snowflake

It is estimated that between 80% and 90% of the world’s data is unstructured 1 , with text files and documents making up a significant portion. Every day, countless text-based documents, like contracts and insurance claims, are stored for safekeeping. Despite containing a wealth of insights, this vast trove of information often remains untapped, as the process of extracting relevant data from these documents is challenging, tedious and time-consuming.

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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.

Data 104
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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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Maxar’s Precision3D in Esri’s World Elevation 3D and Hillshade Layers

ArcGIS

Maxar's Precision 3D (P3D) DTM's now integrated into Esri's World Elevation 3D and Hillshade Layers, providing accurate and detailed elevation data for your GIS projects.

Project 88
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Robinhood and IVMF Bring Retirement Education to Veteran Entrepreneurs 

Robinhood

Sessions kicked off in Las Vegas on April 29th and Chicago on May 1st Robinhood Markets, Inc. has partnered with Syracuse University’s D’Aniello Institute for Veterans and Military Families (IVMF) to bring retirement education workshops to entrepreneurs across the U.S. We’re honored to partner with an organization helping veterans and veteran family members launch and grow their own businesses.

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Making an AI Investment: How Finance Institutions are Harnessing the Power of AI and Generative AI

Cloudera

Of all of the emerging tech of the last two decades, artificial intelligence (AI) is tipping the hype scale, causing organizations from all industries to rethink their digital transformation initiatives asking where it fits in. In Financial Services, the projected numbers are staggering. According to a recent McKinsey & Co. article , “The McKinsey Global Institute (MGI) estimates that across the global banking sector, [Generative AI] could add between $200 billion and $340 billion in value a

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Simplifying the Python Code for Data Engineering Projects

Towards Data Science

Python tricks and techniques for data ingestion, validation, processing, and testing: a practical walkthrough Continue reading on Towards Data Science »

Python 74
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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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Nominations Now Open for Precisely Data Integrity Awards

Precisely

Submission deadline July 22, 2024 Winners to be announced at Trust ’24, October 8, 2024 Data leaders today are driving remarkable business transformation by solving complex challenges, mitigating risk, and delivering on strategic initiatives like AI, automation, advanced analytics, and more. Precisely is launching the first-ever Data Integrity Awards to recognize Precisely customers who have achieved excellence in data integrity through innovative use cases and demonstrated results.

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GitHub Copilot Tutorial

Edureka

Table of Content Installing GitHub Copilot HTML and CSS with GitHub Copilot Inline Chat and Sidebar in GitHub Copilot Building a Chatbot with GitHub Copilot Building a Linear Regression Model with GitHub Copilot Imagine how it would be for you if you got a virtual side pair alongside you while you are coding. This site pair helps you automatically generate code and improve your code by making it faster and more efficient.

Python 59
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Python While Loop Explained With Examples

Knowledge Hut

In Python programming, loops are an essential construct for repetitive tasks. One of the loop types available in Python is the while loop. In this article, you will learn about the while loop in Python, understand its syntax, and see various examples to grasp its usage and applications. If you’re looking to explore the Python programming language, you can consider enrolling in the Python Programming training course offered by KnowledgeHut.

Python 52
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What is Artificial Intelligence (AI) on Microsoft Azure?

Edureka

Did you know that Mercedes-Benz teamed up with Microsoft Azure to make your driving experience super smart? Yep, it’s true! Back in the day, driving meant pushing buttons and turning knobs. But now, your Mercedes can understand your voice commands; imagine just saying, “Hey, Mercedes,” and your car does what you ask. How did this magic happen?

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The Ultimate Guide to Apache Airflow DAGS

With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you

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Ethical Hacking After 12th: Ways to Become an Ethical Hacker

Knowledge Hut

It was truly startling when Fire Eye, one of the largest security providers, announced that they had fallen victim to a hack. This incident underscores the immense power wielded by hackers and the pressing demand for ethical hackers to thwart such calamities. Black hat hackers infiltrate networks with impunity, wreaking havoc as they see fit. Their prowess is formidable, but they can only be countered by one of their own kind.

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Why is Advanced Creative Thinking Using AI So Important Today?

Edureka

Learn how artificial intelligence and human creativity come together to spark amazing innovations! See how AI helps us think in new ways and solve problems like never before with the help of creative thinking. In this blog, we will understand how we can use advanced creative thinking using AI for our work. Table of contents: Introduction How AI Amplifies Creativity Implementing AI in Creative Processes Divergent thinking The Human Brain vs AI Business and Professional Projects FAQ’s Conclu

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Ethical Hacking Example: 5 Times Ethical Hackers Saved the Day

Knowledge Hut

Cyber security risks, data breaches, money theft, and cyberattacks are in the news daily. According to Statista , 76% of internet users in India were victims of cybercrime between November 2021. The threat of cybercrime in India has seen a continual rise between 2012 and 2020 , and as a result, the demand for qualified Ethical Hackers and other Cybersecurity experts has skyrocketed.

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AI in Manufacturing: Benefits, Use Cases, & Risks

Edureka

AI in Manufacturing is an ideal match for the future because many manufacturing industries can produce an increasing number of products and identical parts, generating massive amounts of data and incurring significant costs. Instead, we can feed all of the data into the artificial intelligence algorithm, allowing them to learn and improve by assisting them in identifying problems and optimizing processes.

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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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What is Responsible AI ? – A Complete Guide

Edureka

Responsible AI is like teaching a robot good manners. It means making sure that when we build and use AI, it’s fair to everyone and doesn’t cause harm. Imagine if a robot could learn from people’s actions, like a kid learning from grown-ups. Responsible AI teaches robots to be accountable, fair, and respectful, just like we teach kids to be polite.

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AI for Marketing – Know Everything About It

Edureka

Table of Content What is AI for Marketing? Ways to Use AI for Marketing What Are the Benefits of AI for Marketing? Best AI Marketing Tools Let’s take a look at how Netflix uses AI in its marketing strategies. Do you know how Netflix suggests shows or movies you might like when you open it? That’s all thanks to AI. It looks at what you’ve watched before, what you’ve liked, and what other people with similar tastes enjoyed, and then suggests stuff it thinks you’ll enj

IT 52
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How is AI Transforming the Automotive Industry?

Edureka

AI is changing the car industry from safety features like autonomous driving. Vehicles can drive on their own by using advanced software that recognize things around them decide what path is best and control themselves accordingly. Besides, this same software makes each ride completely unique making it feel like it’s personal to you exclusively.

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AI For Legal: How AI is Revolutionizing Legal Services

Edureka

The legal field, once a realm filled with mounds of paperwork and endless research, is undergoing a huge transformation. Enter AI for Legal, a suite of intelligent tools poised to revolutionize the way lawyers work and clients experience the legal system. Picture a world where AI takes care of the repetitive tasks that often consume a lawyer’s time.

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Apache Airflow® 101 Essential Tips for Beginners

Apache Airflow® is the open-source standard to manage workflows as code. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries. Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering.

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What Is AI Ethics and How to Implement It ?

Edureka

Table of Content What Is AI Ethics? How can we build Trustworthy AI Models? How do we establish Ethical Boundaries? In today’s ever-evolving digital era, we have to agree that AI has become an integral part of our daily lives. For example, You wake up and ask your virtual assistant to schedule your day. You get in your car, and the navigation app suggests the best route based on real-time traffic.

IT 52
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What is Artificial Intelligence (AI) in Business?

Edureka

Table of content The Rise of the Machines: How AI Is Revolutionizing Business What Is AI and How It Can Be Applied on Business Setting? Tangible Gain of AI for Business? Machine Learning Industry 4.0 and 5.0: The Future of Manufacturing Use Cases of Ai’s Impact on Business ,Beyond Efficiency and the Bottom Line Dive into the essence of AI within business contexts, unraveling its transformative potential.

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AI for Startups: Opportunities, Challenges, and Best Practices

Edureka

Artificial Intelligence is changing how businesses operate worldwide. It’s opening up exciting new possibilities for startups to innovate and grow rapidly. Basically, AI involves teaching computers to do things that normally only humans can do. This could mean anything from understanding human language to spotting patterns in data, predicting trends, and even making decisions.