Tue.May 16, 2023

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Github Copilot and ChatGPT alternatives

The Pragmatic Engineer

There are a growing number of AI coding tools that are alternatives to Copilot. A list of other popular, promising options.

Coding 314
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Breaking Down AutoGPT

KDnuggets

AutoGPT has taken the world by storm and has even surpassed ChatGPT itself. So, get ready to dive into the exciting world of Auto-GPT.

Process 141
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An Engineering Guide to Data Quality - A Data Contract Perspective - Part 2

Data Engineering Weekly

In the first part of this series, we talked about design patterns for data creation and the pros & cons of each system from the data contract perspective. In the second part, we will focus on architectural patterns to implement data quality from a data contract perspective. Why is Data Quality Expensive? I posted this LinkedIn post that sparked some exciting conversation.

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5 Reasons Why You Should Get Certified

KDnuggets

In today's highly competitive job market, practitioners need every advantage they can get to stand out from the crowd and accelerate in their roles as a high-performing employee. With that in mind, here are 5 reasons why you should earn a SAS certification, and stand out to employers.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Databricks on GCP - A practitioners guide on data exfiltration protection.

databricks

The Databricks Lakehouse Platform provides a unified set of tools for building, deploying, sharing, and maintaining enterprise-grade data solutions at scale. Databricks integrates.

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5 Best Open Source Data Replication Tools for 2023

Hevo

As the volume of data that businesses collect today increases, the need for tools that can help manage this data also increases. One of the most significant requirements of businesses for managing data is a tool that can seamlessly replicate the high volume of data that has been collected.

Data 97

More Trending

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Deploying a Rust Rocket REST API on AWS EC2 with Docker and GitHub Actions

Workfall

Reading Time: 5 minutes When Rust compiles code, you get an executable if you created the application using the --bin command. In this blog, we shall look at how we can create a Dockerfile to create an image with this executable. We shall then deploy this image on EC2 using GitHub Actions which will be set on our repository [link] which also has the source code for our web application.

AWS 81
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Dependency Management at Scale

Yelp Engineering

Keeping project dependencies up to date is an ever-growing concern. An increasing number of dependencies is used for even the most simple applications. It’s easy for teams to deprioritize maintaining them, resulting in numerous security vulnerabilities. As dependencies become increasingly out of date, the level of effort to get a project into a good state increases significantly.

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Accelerate your documentation workflow: Generate docs for whole folders at once

dbt Developer Hub

At Lunar , most of our dbt models are sourcing from event-driven architecture. As an example, we have the following models for our activity_based_interest folder in our ingestion layer: activity_based_interest_activated.sql activity_based_interest_deactivated.sql activity_based_interest_updated.sql downgrade_interest_level_for_user.sql set_inactive_interest_rate_after_july_1st_in_bec_for_user.sql set_inactive_interest_rate_from_july_1st_in_bec_for_user.sql set_interest_levels_from_june_1st_in_be

Coding 59
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Fighting AI with AI Fraud Monitoring for Deepfake Applications

KDnuggets

An overview of Deepfake, and how they are being used to perpetuate financial fraud.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Replacing GA4 with RudderStack, dbt, Snowflake, and Hex

RudderStack

Find out why companies are leaving Google Analytics, and learn how to replace it with a warehouse-native analytics architecture.

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Data Mesh + Patient360: A Modern Revolution for Healthcare Data

The Modern Data Company

Data Mesh + Patient360: A Modern Revolution for Healthcare Data Healthcare organizations are sitting on a treasure trove of customer data. Operationalizing that data makes it actionable and usable, helping improve services, costs, and patient outcomes. However, obstacles like data silos and legacy systems continue to block digital transformation efforts in the industry.

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Raising The Bar: We Are AWS Advanced Partners

Mutt Data

Raising The Bar: We Are AWS Advanced Partners Our Amazon Web Service (AWS) journey kicked off in 2020, back when the pandemic had the world on edge, Chat GPT had yet to take the stage, and Argentina hadn’t yet lifted the World Cup trophy. As a young and ambitious firm, Mutt Data was already working hard to lead its clients toward an AI-powered future.

AWS 40
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Data Mesh + Patient360: A Modern Revolution for Healthcare Data

The Modern Data Company

Data Mesh + Patient360: A Modern Revolution for Healthcare Data Healthcare organizations are sitting on a treasure trove of customer data. Operationalizing that data makes it actionable and usable, helping improve services, costs, and patient outcomes. However, obstacles like data silos and legacy systems continue to block digital transformation efforts in the industry.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Raising The Bar: We Are AWS Advanced Partners

Mutt Data

Raising The Bar: We Are AWS Advanced Partners Our Amazon Web Service (AWS) journey kicked off in 2020, back when the pandemic had the world on edge, Chat GPT had yet to take the stage, and Argentina hadn’t yet lifted the World Cup trophy. As a young and ambitious firm, Mutt Data was already working hard to lead its clients toward an AI-powered future.

AWS 40
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Graphs are everywhere - Apache Hop with Memgraph

know.bi

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Announcing Nickel 1.0

Tweag

Today, I am very excited to announce the 1.0 release of Nickel. A bit more than one year ago, we released the very first public version Nickel (0.1). Throughout various write-ups and public talks ( 1 , 2 , 3 ), we’ve been telling the story of our dissatisfaction with the state of configuration management. The need for a New Deal Configuration is everywhere.

MySQL 129
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Building and deploying MySQL Raft at Meta

Engineering at Meta

We’re rolling out MySQL Raft with the aim to eventually replace our current MySQL semisynchronous databases. The biggest win of MySQL Raft was simplification of the operation and making MySQL servers take care of promotions and membership. This gave the provable safety of Raft and reduced significant operational pain. Making MySQL server a true distributed system also has opened up possibilities in downstream systems to leverage it.

MySQL 135
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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Data Mesh: Moving from Concept to Reality

Ascend.io

This is the transcript for this seminal conversation of how a global media company is evolving its data strategy toward a working data mesh. The webinar was held in March 2022, as a conversation between Simon Smith, Chief Data Officer at News Corp. and Tom Weeks, COO at Ascend. Simon’s unique perspective in a data intensive business at global scale includes a realistic approach for how to develop a data mesh in the middle of constant change, how to shape a pragmatic roadmap that constantly deliv