Fri.Apr 28, 2023

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What is Data Analytics? How to Use it in Your Career?

Analytics Vidhya

In this digital world, Data is the backbone of all businesses. With such large-scale data production, it is essential to have a field that focuses on deriving insights from it. What is data analytics? What tools help in data analytics? How can data analytics be applied to various industries? We will be answering all these […] The post What is Data Analytics?

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Table file formats - Schema evolution: Delta Lake

Waitingforcode

Data lakes have made the data-on-read schema popular. Things seem to change with the new open table file formats, like Delta Lake or Apache Iceberg. Why? Let's try to understand that by analyzing their schema evolution parts.

Data Lake 130
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A Detailed Guide of Interview Questions on Apache Kafka

Analytics Vidhya

Introduction Apache Kafka is an open-source publish-subscribe messaging application initially developed by LinkedIn in early 2011. It is a famous Scala-coded data processing tool that offers low latency, extensive throughput, and a unified platform to handle the data in real-time. It is a message broker application and a logging service that is distributed, segmented, and […] The post A Detailed Guide of Interview Questions on Apache Kafka appeared first on Analytics Vidhya.

Kafka 201
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Data News — Week 23.17

Christophe Blefari

Berlin ( credits ) Hey you, new edition of the newsletter. This week summer time arrived in Berlin and it was awesome. I managed to move forward with my client projects this week and it also feels relieving. So I'm pretty happy, sun and great projects 🙂 Regarding the content, if you are in Paris on May 9th, we are organising the Paris Airflow Meetup in Algolia offices, it will be in English so you don't have any excuses not to come.

SQL 100
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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Data Visualization Best Practices & Resources for Effective Communication

KDnuggets

This article is meant to help you understand the art of data visualization and how to apply it to your work.

Data 141
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Applying software development & DevOps best practices to Delta Live Table pipelines

databricks

Databricks Delta Live Tables (DLT) radically simplifies the development of the robust data processing pipelines by decreasing the amount of code that data.

Coding 78

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Running Jaffle Shop dbt Project in Docker

Towards Data Science

A containerised version of the popular Jaffle Shop dbt project Continue reading on Towards Data Science »

Project 84
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Fine-Tuning OpenAI Language Models with Noisily Labeled Data

KDnuggets

Reduce LLM prediction error by 37% via data-centric AI.

Data 116
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Setting Up Flask MySQL Integration: 4 Easy Steps

Hevo

A framework is a powerful code library that simplifies and accelerates web application development by offering reusable code for common operations. Within the Python ecosystem, there are various frameworks available, such as Flask, Tornado, Pyramid, and Django, each catering to different needs.

MySQL 52
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DEW #124: State of Analytics Engineering, ChatGPT, LLM & the Future of Data Consulting, Unified Streaming & Batch Pipeline, and Kafka Schema Management

Data Engineering Weekly

Welcome to another episode of Data Engineering Weekly. Aswin and I select 3 to 4 articles from each edition of Data Engineering Weekly and discuss them from the author’s and our perspectives. On DEW #124, we selected the following article dbt: State of Analytics Engineering dbt publishes the state of analytical [data???🤔] engineering. If you follow Data Engineering Weekly, We actively talk about data contracts & how data is a collaboration problem, not just an ETL problem.

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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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eCommerce Analytics – Challenges, Opportunities, and Trends

Hevo

The eCommerce sector came into its own during the pandemic, with global retail eCommerce sales expected to grow to over USD 8 Trillion by 2024. Today, eCommerce accounts for over 20% of all global retail sales, with increasing digitization accelerating expansion worldwide.

Retail 52
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Migrate Legacy Data Workloads to Snowflake with Ease 

Snowflake

Migrating data warehouse workloads from long-standing legacy systems can be a time-consuming, error-prone, and logistically challenging process. Based on our experience working with thousands of customers on this very journey, we’ve learned that having the right partners can lead to a more successful and streamlined migration process. That’s why we are excited to announce the launch of our Snowflake Migration Accelerated Partner Program , designed to help organizations looking to migrate f

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UI UX Design Tutorial – A Complete Guide for Beginners

Edureka

In today’s digital age, UI UX design plays an important role in creating successful products. UI/UX design is a combination of two design disciplines that work together to create a great user experience. In this blog on UI UX design tutorial, we will discuss all about UI UX Design Tutorial , with the following topics. Content: What is UI Design?

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Five Data Pipeline Best Practices to Follow in 2023

Ascend.io

Data pipelines are having a moment — at least, that is, within the data world. That’s because as more and more businesses are adopting a data-driven mindset, the movement of data into and within organizations has never been a bigger priority. As the primary mechanism for implementing data-first business models, data pipelines have moved into the spotlight.

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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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Unleash the Quacken: A Dummies’ Guide to DuckDB

Monte Carlo

A duck walks into a database and asks the bartender, “Got any data to crunch?” The bartender replies, “Sorry, we only serve row-based queries here.” The duck smirks and says, “No problem, I brought my own columnar storage!” And that’s how DuckDB waddled its way into the world of data analytics – or so I imagine. As an embeddable, open-source analytical database management system known for its columnar storage and vectorized query execution, DuckDB delivers faster and more efficient p

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Meet the modern data stack at Beyond 2023

ThoughtSpot

The companies, products, and services that compose the modern data stack play an essential role in delivering the modern data experience—allowing businesses to collect, process, store, and analyze data at cloud speed and scale. We’re excited to highlight the modern data stack partners that you can connect with at Beyond 2023. Register now to join the virtual Beyond 2023 experience for free.