Wed.Aug 07, 2024

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Airflow Alternatives for Data Orchestration

Analytics Vidhya

Introduction Apache Airflow is a crucial component in data orchestration and is known for its capability to handle intricate workflows and automate data pipelines. Many organizations have chosen it due to its flexibility and strong scheduling capabilities. Yet, as data requirements change, Airflow’s lack of scalability, real-time processing capabilities, and setup complexity may lead to […] The post Airflow Alternatives for Data Orchestration appeared first on Analytics Vidhya.

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3 Ways of Building Python Projects using GPT-4o

KDnuggets

Learn about essential AI tools that can help you develop Python projects faster and with fewer bugs using natural language.

Python 149
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Harnessing the Power of Databricks Mosaic AI for Image Generation at Rolls-Royce

databricks

Rolls-Royce has witnessed the transformative power of the Databricks Data Intelligence Platform in various AI projects. One example is a collaboration between Rolls-Royce.

Project 121
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NumPy for Image Processing

KDnuggets

Start your journey into image processing with NumPy by learning how to import libraries, crop images, rotate and flip images, and more.

Process 143
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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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How to Solve Data Engineering Problems

Confessions of a Data Guy

One thing I find myself doing these days (I am unsure how I feel about this), is teaching others to solve problems … Data Engineering problems to be specific. It’s not a hard stretch for most to imagine that what a person does at Senior+ software-type levels is just write good code all day. I […] The post How to Solve Data Engineering Problems appeared first on Confessions of a Data Guy.

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5 Python Tips for Data Efficiency and Speed

KDnuggets

Want to write better Python code? Get one step closer with this tutorial on writing maintainable, faster, and memory-efficient Python code.

Python 137

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Continued Investments in Price Performance and Faster Top-K Queries

Snowflake

The Snowflake AI Data Cloud is an end-to-end platform that supports all types of data, compute, use cases and personas across an entire organization. By delivering a single, unified platform for all users, it is no surprise that organizations continue to expand their use cases on Snowflake. And therefore, it is extremely important for us to reaffirm our commitment to price-performant queries for our customers on a consistent basis.

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Agile vs DevOps: What are the Top Differences?

Knowledge Hut

When speaking of software development, Agile and DevOps are two methodologies that are worth mentioning. Both these software development methodologies aids in efficient and quick software development. Although companies are embracing the use of both these methodologies, there is a lot of confusion about which of the two can deliver the best results.

AWS 75
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Continued Investments in Price Performance and Faster Top-K Queries

Snowflake

The Snowflake AI Data Cloud is an end-to-end platform that supports all types of data, compute, use cases and personas across an entire organization. By delivering a single, unified platform for all users, it is no surprise that organizations continue to expand their use cases on Snowflake. And therefore, it is extremely important for us to reaffirm our commitment to price-performant queries for our customers on a consistent basis.

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Precisely Women in Technology: Meet Shilpa Dali

Precisely

Creating space for more women to enter the technology industry is a top priority for Precisely. Within the organization, there are programs and opportunities that are in place to support women. This includes the Precisely Women in Technology (PWIT) program, that was first established to create a space for women to collaborate, support one another, and have access to more opportunities.

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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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AWS Glue vs AWS Lambda: Differences and Use Cases

Hevo

These days many organizations wish to establish processes to fetch maximum value out of their data. This includes setting up fault-tolerant ETL pipelines and choosing the right storage and cloud strategy. Addressing the market’s requirements, many cloud providers offer various ETL Tools as services.

AWS 52
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Real-Time Anomaly Detection with Snowflake and Striim: How to Implement It

Striim

By combining the transformative abilities of Striim and Snowflake, organizations will enjoy unprecedentedly powerful real-time anomaly detection. Striim’s seamless data integration and streaming capabilities, paired with Snowflake’s scalable cloud data platform, allow businesses to monitor and analyze their data in real time. This integration enhances the detection of irregular patterns and potential threats, ensuring rapid response and mitigation.

IT 52
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Types of WiFi Hacks and How to Prevent It

Edureka

WiFi networks are a necessity in today’s interwebbed world; they provide the luxury of the internet from the ease and comfort of our homes, at work, and in public places. However, this luxury, made easy by WiFi, could be threatened with vicious security issues. WiFi hacks have increasingly posed a problem for our privacy and sensitive information.

IT 40
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What is DevOps Deployment and How it Works in DevOps

Edureka

Every business wants its product to be released to the market at the shortest possible time. How can this be achieved? Through streamlined software development life cycle, which is the basis of DevOps deployment. It defines the principles for a continuous delivery model through automation of software development, testing, and deployment. Let’s explore deployment in DevOps and the various tools used for this purpose.

IT 40
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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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Top 10 Generative AI Companies in 2024 And Their Key Features

Edureka

The emergence of generative AI companies has created new directions in many fields, including marketing, media, and software production. This article looks at the list of specific generative AI companies and startups that will define the future of AI. First, we will discuss their products; then, we will compare them and give tips on selecting the most suitable generative AI company.

Media 40
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What is AI in Cyber Security? Uses, Benefits, Tools

Edureka

AI in cyber security is revolutionizing the way enterprises secure their digital assets. Enhanced threat detection, prevention, and response—this advanced technology helps businesses stay ahead of cybercriminals and save sensitive information. Artificial intelligence in cyber security is changing whole industries—cybersecurity isn’t any different.