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.

SQL 130
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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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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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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.

BI 120

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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Snowflake Migration Success Stories: Core Digital Media and NAVEX

Snowflake

Many of our customers — from Marriott to AT&T — start their journey with the Snowflake AI Data Cloud by migrating their data warehousing workloads to the platform. For organizations who are considering moving from a legacy data warehouse to Snowflake, are looking to learn more about how the AI Data Cloud can support legacy Hadoop use cases, or are struggling with a cloud data warehouse that just isn’t scaling anymore, it often helps to see how others have done it.

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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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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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Apache Airflow®: The Ultimate Guide to 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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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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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.

Finance 52
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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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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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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.

Data 52
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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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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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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.

IT 40