Sat.Mar 25, 2023 - Fri.Mar 31, 2023

article thumbnail

How Data Science Can Transform Mobile App Development?

KDnuggets

Data science is an intelligent and powerful technology. By knowing how to use data science in mobile app development you can achieve great results.

article thumbnail

5 Machine Learning Skills Every Machine Learning Engineer Should Know in 2023

KDnuggets

Most essential skills are programming, data preparation, statistical analysis, deep learning, and natural language processing.

article thumbnail

Complete Guide to Pub/Sub in Redis

Analytics Vidhya

Introduction Publish and Subscribe is a messaging mechanism having one or a set of senders sending messages and one or a group of receivers receiving these messages. These senders are called Publishers, responsible for publishing these messages, and the receivers are called Subscribers who subscribe to these Publishers to receive their notifications.

article thumbnail

SimulatedRides: How Lyft uses load testing to ensure reliable service during peak events

Lyft Engineering

Authors: Remco van Bree , Ben Radler Contributors : Alex Ilyenko , Ben Radler , Francisco Souza , Garrett Heel , Nathan Hsieh , Remco van Bree , Shu Zheng , Alex Hartwell , Brian Witt “Load testing in production is great.” We know what you’re thinking — testing in production is one of the cardinal sins of software development. However, at Lyft we have come to realize that load testing in production is a powerful tool to prepare systems for unexpected bursty traffic and peak events.

Coding 133
article thumbnail

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.

article thumbnail

Uniting the Machine Learning and Data Streaming Ecosystems - Part 1

Confluent

The future of data is real time and enriched by machine learning. How can we overcome socio-technical blockers and unite the ML and data streaming markets?

article thumbnail

5 Advance Projects for Data Science Portfolio

KDnuggets

Work on data analytics, time series, natural language processing, machine learning, and ChatGPT projects to improve your chance of getting hired.

Portfolio 176

More Trending

article thumbnail

Data News — Week 23.13

Christophe Blefari

This newsletter is about money ( credits ) Dear readers, already 3 months done in 2023. We are slowly approaching the 2-years anniversary of the blog and the newsletter. We are almost 3000 and once again I want to thank you for the trust. To be honest time flies and I’d have preferred to do more for the blog in the start of the year but my freelancing activities and my laziness took me so much.

Bytes 130
article thumbnail

Table file formats - Z-Order compaction: Delta Lake

Waitingforcode

In my recent exploration of the compaction, aka OPTIMIZE command, in Delta Lake, I found this famous Z-Ordering mode. It was one of the most outstanding features when I first heard about Delta Lake. You can't even imagine how impatient I was to see what it is doing under-the-hood. Fortunately, this time has come!

IT 130
article thumbnail

A Complete Collection of Data Science Free Courses – Part 2

KDnuggets

The second part covers the list of Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Engineering, and MLOps.

article thumbnail

Polars vs Spark. Real Talk.

Confessions of a Data Guy

Real talk. Polars is all the rage. People love Spark. People use Spark for small data, but data is too big for Pandas. Spark runs on a local machine. Polars runs on a local machine. What do I choose, Spark or Polars? Does it matter? I’ve written about Polars at different points, here, and here […] The post Polars vs Spark. Real Talk. appeared first on Confessions of a Data Guy.

IT 130
article thumbnail

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!

article thumbnail

Unlocking The Potential Of Streaming Data Applications Without The Operational Headache At Grainite

Data Engineering Podcast

Summary The promise of streaming data is that it allows you to react to new information as it happens, rather than introducing latency by batching records together. The peril is that building a robust and scalable streaming architecture is always more complicated and error-prone than you think it's going to be. After experiencing this unfortunate reality for themselves, Abhishek Chauhan and Ashish Kumar founded Grainite so that you don't have to suffer the same pain.

MySQL 130
article thumbnail

Run SQL Queries on Databricks From Visual Studio Code

databricks

Today, we are excited to announce that users can now run SQL queries on Databricks from within Visual Studio Code via a preview.

SQL 122
article thumbnail

Reading Minds with AI: Researchers Translate Brain Waves to Images

KDnuggets

Two researchers from Osaka University were able to reconstruct highly accurate images from human brain activity obtained by fMRI. Read this article if you are curious to find out what all the hype is about.

154
154
article thumbnail

Introduction to Linked Lists.

Confessions of a Data Guy

The post Introduction to Linked Lists. appeared first on Confessions of a Data Guy.

Data 130
article thumbnail

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.

article thumbnail

How LinkedIn automates cherry-picking commits to improve developer productivity

LinkedIn Engineering

Our developers at LinkedIn are constantly exploring ways to enhance and strengthen our platform, aiming to provide our members and customers with the greatest possible access to knowledge and connections. With approximately 15,000 code repositories, our developers work tirelessly to make thousands of code changes each day, improving functionality and resolving any issues that may arise.

Coding 116
article thumbnail

Boost your Geoprocessing productivity with these enhancements in ArcGIS Pro 3.1

ArcGIS

Check out this blog for a quick overview of some key geoprocessing enhancements in ArcGIS Pro 3.1.

Python 116
article thumbnail

Automation in Data Science Workflows

KDnuggets

Will data science, known for replacing innately iterative work with automation, become automated? Will data scientists’ jobs be automated too?

article thumbnail

Security best practices for the Databricks Lakehouse Platform

databricks

Your data security is our priority At Databricks, we know that data is one of your most valuable assets and always has to.

article thumbnail

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?

article thumbnail

Confluent Achieves Google Cloud Ready - AlloyDB Designation

Confluent

Confluent announced that it has successfully achieved Google Cloud Ready - AlloyDB Designation for AlloyDB for PostgreSQL, Google Cloud’s newest fully managed PostgreSQL-compatible database service for the most demanding enterprise database workloads.

article thumbnail

ROW and Easement Data Management Solution Released

ArcGIS

ROW and Easement Data Management improves infrastructure planning, utility maintenance, and other functions that require access to land.

article thumbnail

Automate the Boring Stuff with ChatGPT and Python

KDnuggets

Speed up your daily workflows by getting AI to write Python code in seconds.

Python 141
article thumbnail

The Executive’s Guide to Data, Analytics and AI Transformation, Part 1: A blueprint for modernization

databricks

Now more than ever, organizations need to adapt quickly to market opportunities and emerging risks so that they are better positioned to adapt.

article thumbnail

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

article thumbnail

Iceberg Tables: Catalog Support Now Available

Snowflake

As announced at Snowflake Summit 2022 , Iceberg Tables combines unique Snowflake capabilities with Apache Iceberg and Apache Parquet open source projects to support your architecture of choice. As part of the latest Iceberg release, we’ve added catalog support to the Iceberg project to ensure that engines outside of Snowflake can interoperate with Iceberg Tables.

Metadata 100
article thumbnail

ML Training and Deployment Pipeline Using Databricks

Ripple Engineering

Summary Managing the entire lifecycle of a machine learning (ML) model from inception to deployment in production can be a daunting task involving multiple systems and lots of moving parts. At Ripple we have a mix of cloud providers (GCP and AWS) and internally managed tools (Gitlab, Artifactory, Vault etc.), and we needed a managed solution that would help us deliver models to product use cases within a short amount of time, which led us to choose Databricks.

article thumbnail

How to Use ChatGPT to Improve Your Data Science Skills

KDnuggets

And How to Speed up your research of data science resources without wasting energy.

article thumbnail

What is GPT-4? How it is better than ChatGPT

Edureka

We were already surprised by the wonders ChatGPT has been doing, and now GPT-4 has arrived with features nobody could have ever imagined. These days, one really can’t say what else we are going to explore in the future of language models, as every day is like a new challenge for the developers of ChatGPT. OpenAI has announced the release of its latest large language model, GPT-4.

IT 98
article thumbnail

How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

article thumbnail

High resolution data updates to Living Atlas World Elevation Layers (March 2023)

ArcGIS

In March 2023, elevation layers have been updated with many high-res datasets covering Hong Kong, Slovenia, Germany, NSW Australia, Poland and US

article thumbnail

Cost Effective and Secure Data Sharing: The Advantages of Leveraging Data Partitions for Sharing Large Datasets

databricks

In today's business landscape, secure and cost-effective data sharing is more critical than ever for organizations looking to optimize their internal and external.

article thumbnail

Multimodal Models Explained

KDnuggets

Unlocking the Power of Multimodal Learning: Techniques, Challenges, and Applications.

Process 139
article thumbnail

Ready for Data Transformation but Don’t Know Where to Start? Start Here.

The Modern Data Company

Not Getting Value from Your Data Transformation? Fix it Download (PDF) The post Ready for Data Transformation but Don’t Know Where to Start? Start Here. appeared first on TheModernDataCompany.

Data 98
article thumbnail

The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.