Wed.Oct 16, 2024

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10 GitHub Repositories for Advanced Machine Learning Projects

KDnuggets

Where can you find projects dealing with advanced ML topics? GitHub is a perfect source with its many repositories. I’ve selected ten to talk about in this article.

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The Rise of the Declarative Data Stack

Simon Späti

Data stacks have come a long way, evolving from monolithic, one-fits-all systems like Oracle/SAP to today’s modular open data stacks. This begs the question, what’s next? Or why is the current not meeting our needs? As we see more analytics engineering and software best practices, embracing codeful, Git-based, and more CLI-based workflows, the future looks more code-first.

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Roadmap for AI Engineers

KDnuggets

Learn about 10 easy steps to becoming an AI engineer in 2024.

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The Enterprise Case for DuckDB: 5 Key Categories and Why Use It

Simon Späti

DuckDB has a significant share and is frequently featured in the latest data engineering news. However, it’s still in its early adopter phase and has yet to be adopted by larger enterprises. Sure, all data creators and startups have used and potentially grown to love DuckDB, but is it also suitable for enterprises? What about scaling out and sharing it with others in the organization?

IT 130
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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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Practical Solutions for AI workloads in the Enterprise

KDnuggets

This is a comprehensive resource for developers at all levels, whether they are just starting in AI or are looking to refine their expertise further.

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Building Confidence in Your Genie Space with Benchmarks and Ask for Review

databricks

AI/BI Genie is a conversational experience for business teams to self-serve insights from their data through natural language. Genie leverages generative AI tailored.

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More Trending

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Announcing Azure Cobalt 100 VMs: Powering the Future of Azure Databricks

databricks

At Databricks, we are constantly innovating and optimizing our platform to ensure that our customers can maximize the value of their data and.

Data 114
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Smart Airport: Elevating Airport Safety and Security to New Heights with GIS

ArcGIS

Geographic Information Systems (GIS), are revolutionizing airport safety and security, and driving the transformation into smart airports.

Systems 86
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The Legend Awakens: Introducing Robinhood Legend, Futures Trading, and Index Options

Robinhood

Robinhood is rolling out a suite of new advanced trading tools built from the ground up for active traders Today, to kick off HOOD Summit –our first-ever customer-focused conference geared towards active traders–we announced Robinhood Legend, a powerful, sleek desktop trading platform built specifically for active traders. We’re also launching futures trading and index options on mobile.

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Building a Modular Portal with Webpack Module Federation

Zalando Engineering

Introduction Context and Purpose Our team is part of the Transport teams within the Logistics department, where we build and manage software for internal users, including finance teams, warehouses, and, in the future, our third-party partners. The portal software is designed to streamline operations across these teams, providing tools and features that improve workflow efficiency and collaboration.

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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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How AI is Shaping Customer Communications: Insights from Engage CTO, Allan Christian

Precisely

At Trust ’24, we had the opportunity to sit down with Allan Christian, CTO of Precisely Engage, to discuss how AI is transforming customer communications and what the future holds for this technology. In this Q&A session, Allan shares insights into the AI-driven technologies Engage is offering clients today, the feedback they’re receiving from customers about AI-driven innovations, and the emerging technologies that will further enhance their products in the future.

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Introducing rules_gcs

Tweag

At Tweag, we are constantly striving to improve the developer experience by contributing tools and utilities that streamline workflows. We recently completed a project with IMAX, where we learned that they had developed a way to simplify and optimize the process of integrating Google Cloud Storage (GCS) with Bazel. Seeing value in this tool for the broader community, we decided to publish it together under an open source license.

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Measuring Data Quality at the Use Case Level

Monte Carlo

Measuring the progress of a data quality initiative is not as straightforward as it seems. One of the biggest reasons for this is because data quality is use case specific. For example, the accuracy required for a machine learning application may only need to be directional whereas a finance report may need to be accurate to the penny. To this end, we are happy to introduce our latest Data Quality Dashboard.

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How to Retain Talent

DareData

An aggressive and dominant communication style, unrealistic goals, inefficient structures where no one takes ownership and rigid hierarchies where people fear failure. Does it sound familiar? Throughout my career, I've encountered the same environment numerous times. In each new job, I've tried to make improvements, yet inevitably, I would find myself without any major victories, feeling tired, out of place, and anxious.

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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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3 Tips for Achieving AI-Ready Data at Scale from a Fortune 500 Data Leader

Monte Carlo

Disclaimer: This conversation was held during Databricks Summit in June 2024. The data and AI landscape evolves quickly and does not necessarily include all the current innovations and advancements in the space. Despite this, the concepts, the perspectives, and best practices shared here still hold true. Despite what the LinkedIn influencers will tell you, building useful AI applications takes more than a bunch of third-party data and an API call to ChatGPT.

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Top Business Analysis Projects for your Portfolio in 2024

Edureka

Business analysis projects are vital today. Organizations rely on data for success. These projects help an organization. They improve process efficiency and decision-making. This boosts business performance. The ability to assess business analysis activities affects the profession’s advancement. This is true for both experienced workers and students entering the field.

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Monte Carlo Launches Observability for Azure Data Factory, Informatica, and Databricks Workflows

Monte Carlo

Monte Carlo, the data observability leader, today announced new observability features for Azure Data Factory, Informatica, and Databricks Workflows. With the new release, Monte Carlo users can gain visibility into pipeline failures, lineage and pipeline performance – all in a single pane of glass. To provide business insights and power critical applications, engineers commonly use orchestration or ETL tools to create data pipelines that extract data from a variety of sources and then aggregate

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Business Analytics Applications and Notable Use Cases

Edureka

In today’s business world, data is a valuable asset, like oil. It fuels a business. In nearly every field, firms use analytics apps to turn data into knowledge. They also help decision-making. They help companies gain an edge and improve results. They also help them understand their markets. As data becomes vital, so too is the role of business intelligence applications.

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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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How to Become a Certified Business Analysis Professional (CBAP)

Edureka

Bridging the gap between objectives of business and IT is probably the most sought-after skill in today’s swirling business world. Companies are now highly reliant on data-driven decisions and landscapes. These are rapidly digitizing, and it is the professionals who navigate through these woes. In this regard, the CBAP plays a key role. The International Institute of Business Analysis offers the cap business analyst certification.

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What is Fingerprinting in Cyber Security?

Edureka

It is very important to safeguard our online territory in the present-day environment. One measure of this protection is cybersecurity fingerprinting. It assists the specialists in identifying the risks and preventing unauthorized access to computers and networks, analyzing their unique identifier. In the following sections, you will find out what this means and how it works, and most importantly, why it is significant.

Systems 40
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What is Metasploit : Overview, Framework, and How is it Used

Edureka

Metasploit is one of the most effective and famous tools in the sphere of the information security including penetration testing. It provides the map which the security professionals can use in setting the nature and kind of risks present in the systems for them to be shielded from the threats. What is it? This blog will answer questions such as the background of it, what does it do, who uses it, what tools it is equipped with and the likes.

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