Tue.May 28, 2024

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Building cost effective data pipelines with Python & DuckDB

Start Data Engineering

1. Introduction 2. Project demo 3. TL;DR 4. Building efficient data pipelines with DuckDB 4.1. Use DuckDB to process data, not for multiple users to access data 4.2. Cost calculation: DuckDB + Ephemeral VMs = dirt cheap data processing 4.3. Processing data less than 100GB? Use DuckDB 4.4. Distributed systems are scalable, resilient to failures, & designed for high availability 4.5.

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Exploring Google’s Latest AI Tools: A Beginner’s Guide

KDnuggets

Check out this beginner's guide to take advantage of Google’s AI tools.

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Social Impact Using Data and AI: Revealing the 2024 Finalists for the Data For Good Award

databricks

The annual Data Team Awards celebrate the critical contributions of data teams to various sectors, spotlighting their role in driving progress and positive.

Data 105
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5 Free MIT Courses to Learn Math for Data Science

KDnuggets

Learning math is super important for data science. Check out these free courses from MIT to learn linear algebra, statistics, and more.

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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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Importance of Software Engineering: Key Reasons

Knowledge Hut

A software engineer studies, designs, develops, maintains, and retires Software. That’s why in almost every organization, there is a need for a software engineer. And this somehow raises the importance of software engineering today. Though it deals with different areas and serves many functions, educating the software engineer about best software practices and discipline is necessary.

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Say Goodbye to Print(): Use Logging Module for Effective Debugging

KDnuggets

Improve your debugging skills with Python's built-in logging module

Python 139

More Trending

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Robinhood Announces $1 Billion Share Repurchase Program

Robinhood

The board of directors of Robinhood Markets, Inc. (“Robinhood”) (NASDAQ: HOOD) has authorized a $1 billion share repurchase program, demonstrating management and the board’s confidence in Robinhood’s financial strength and future growth prospects. “As our business and cash flow have continued to grow, we’re excited to announce a $1 billion share repurchase program to return value to shareholders,” said Jason Warnick, Chief Financial Officer of Robinhood.

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Best Practices for Confluent Terraform Provider

Confluent

You can improve CC Terraform by employing best practices for organization (e.g., split state files), coding (consistent naming), security (enforced configs) & more.

Coding 69
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The Rising Tide of Women’s NCAA Basketball: A Boom for Retailers

Precisely

The Growing Allure of Women’s NCAA Basketball Each March, the fervor around NCAA basketball reaches a fever pitch, drawing massive TV audiences and creating a flurry of commercial opportunities. This excitement amplifies when standout players and top teams make their way into the final rounds. The burgeoning interest in the women’s division presents unique opportunities for retailers to engage with an enthusiastic and expanding fan base.

Retail 59
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4 Meetups and a Conference: The Road to Current 2024

Confluent

4 Meetups and a Conference: The Road to Current 2024

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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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A Software Developer's Perspective on the European Accessibility Act by Peter Marsh

Scott Logic

Within Scott Logic is the accessibility and ethical software working group, a modest team eager to explore the nuanced and crucial but often overlooked domain of software accessibility. Some time ago we caught wind of the European Accessibility Act (EAA), a new set of rules which will be enforced from June 2025. We quickly realised it was a rather compelling reason to get more folk in the company interested and clued-up on accessibility.

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Data Streaming Awards 2024: Nominations Are Now Open

Confluent

The Data Streaming Awards Recognizes achievements with Data Streaming Technology. Submit your team’s amazing data streaming use case for a chance to win!

Data 59
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SQL Explained: Normal Forms

Towards Data Science

Applying 1st, 2nd and 3rd Normal forms to a Database Continue reading on Towards Data Science »

SQL 52
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How to Design a Modern, Robust Data Ingestion Architecture

Monte Carlo

A data ingestion architecture is the technical blueprint that ensures that every pulse of your organization’s data ecosystem brings critical information to where it’s needed most. This involves connecting to multiple data sources, using extract, transform, load ( ETL ) processes to standardize the data, and using orchestration tools to manage the flow of data so that it’s continuously and reliably imported – and readily available for analysis and decision-making.

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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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10 Best Backend for React in 2024

Knowledge Hut

The part of the website that the user can interact with is called the front end or client side of the website. Every website needs a backend or server side to store and manage its internal data. So is React.js frontend or backend? React.js is a frontend library that is used with a backend. The end user of the website does not have direct access to the backend.

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How to Become a Python Full Stack Developer [Step-by-Step]

Knowledge Hut

In less than a decade, Python has become the most popular programming language in the world. It's used by major companies like Google and Facebook, and its versatility and ease of use make it a great choice for beginners too. We all know that Python is a powerful programming language. But did you know that it can also be used to create full-stack web applications?

Python 97