Mon.Jan 27, 2025

article thumbnail

Using DeepSeek-R1 Locally

KDnuggets

Run powerful reasoning models locally, matching the performance of OpenAI's o1 capabilities, completely free, and avoid paying $200 a month for a pro subscription.

112
112
article thumbnail

Draw complex polygons in ArcGIS Pro, super fast

ArcGIS

Here's how to draw detailed complex polygons in ArcGIS Pro with aplomb!

Data 80
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

10 Advanced Python Tricks for Data Scientists

KDnuggets

Master cleaner, faster code with these essential techniques to supercharge your data workflows.

Python 90
article thumbnail

Introducing Easier Change Data Capture in Apache Spark™ Structured Streaming

databricks

This blog describes the new change feed and snapshot capabilities in Apache Spark Structured Streamings State Reader API. The State Reader API enables.

Data 76
article thumbnail

Apache Airflow® Crash Course: From 0 to Running your Pipeline in the Cloud

With over 30 million monthly downloads, Apache Airflow is the tool of choice for programmatically authoring, scheduling, and monitoring data pipelines. Airflow enables you to define workflows as Python code, allowing for dynamic and scalable pipelines suitable to any use case from ETL/ELT to running ML/AI operations in production. This introductory tutorial provides a crash course for writing and deploying your first Airflow pipeline.

article thumbnail

Continuously Improving Developer Productivity at Snowflake

Snowflake

People often ask me, Why did you join Snowflake, and why did you choose to work on developer productivity? I joined Snowflake to learn from world-class engineers and be part of the highly collaborative culture. These have been the secret sauce to Snowflakes rocket-ship growth. Snowflake was embarking on a remarkable transformation of developer productivity, and I had to jump on the rocket ship as it was taking off!

article thumbnail

Navigating Your Migration to Databricks: Architectures and Strategic Approaches

databricks

In our previous blog , we explored the methodology recommended by our Professional Services teams for executing complex data warehouse migrations to Databricks.

More Trending

article thumbnail

Is ChatGPT Pro Worth The $200 Per Month?

KDnuggets

Think twice before you start to pay $200 a month!

52
article thumbnail

Must-Know Data Integrity Trends for 2025

Precisely

New year, new data-driven opportunities to unlock. In 2025, its more important than ever to make data-driven decisions, cut costs, and improve efficiency especially in the face of major challenges due to higher manufacturing costs, disruptive new technologies like artificial intelligence (AI), and tougher global competition. But overcoming these obstacles is easier said than done, as evidenced by key findings from the 2025 Outlook: Data Integrity Trends and Insights report, published in partner

article thumbnail

Average Full Stack Developer Salary in 2025

Edureka

Full-stack development is a popular and adaptable technology today. A Full-stack developer works on both the front end, which is what users see and interact with, and the back end, which manages everything that happens in the background. These special skills have made them very important in the technology business. The salary of a Full-stack developer will be discussed in this blog along with industry-specific factors like experience and workplace location.

article thumbnail

Precisely Summer Internship Program

Precisely

Every year, Precisely’s Summer Internship Program welcomes a group of college students from around the world. These students join our global teams to learn the ins and outs of how our organization works, and how their role fits into the bigger picture. As a result of their time with us, interns come away with valuable firsthand learnings and experience that they can apply immediately as they move forward with their education and career paths.

article thumbnail

Apache Airflow® Best Practices: 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

Beyond the Hype: Technology Strategies – Essential roadmaps or just hype? by Oliver Cronk

Scott Logic

In this episode, Im joined by Technology Lead Andrew Carr and CTO Colin Eberhardt to delve into the evolving nature of technology strategies within organisations. As technological advancements accelerate, we question the relevance of a traditional long-term technology strategy and whether it has become an industry buzzword in itself. We explore the annual ritual of tech predictions and strategic planning, and whether it is practical or performative.

article thumbnail

Using Marketplace Marginal Values to Address Interference Bias

Lyft Engineering

Written by Shima Nassiri and IdoBright Network Effect At Lyft, we run various randomized experiments to tackle different measurement needs. User-split experiments account for 90% of the randomized studies due to the higher power and fit for most use cases. However, they are prone to interference or network bias. In a multi-sided marketplace, there is no such thing as a perfect balance of supply and demand and one side of the market is congested: if we have oversupply, we can run rider-split expe

Retail 40
article thumbnail

How to build a Data Dashboard Prototype with Generative AI

Towards Data Science

How to Build a Data Dashboard Prototype with Generative AI A book reading data visualization withVizro-AI This article is a tutorial that shows how to build a data dashboard to visualize book reading data taken from goodreads.com. It uses a low-code approach to prototype the dashboard using natural language prompts to an open source tool, which generates Plotly charts that can be added to a template dashboard.

article thumbnail

Optimizing EC2 costs on Databricks

Sync Computing

The global data landscape is experiencing remarkable growth, with unprecedented increases in data generation and substantial investments in analytics and infrastructure. According to data from sources like Network World and, G2 the global datasphere is projected to expand from 33 zettabytes in 2018 to an astounding 175 zettabytes by 2025, reflecting a compound annual growth rate (CAGR) of 61%.

AWS 52
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

How to build a Data Dashboard Prototype with Generative AI

Towards Data Science

How to Build a Data Dashboard Prototype with Generative AI A book reading data visualization withVizro-AI This article is a tutorial that shows how to build a data dashboard to visualize book reading data taken from goodreads.com. It uses a low-code approach to prototype the dashboard using natural language prompts to an open source tool, which generates Plotly charts that can be added to a template dashboard.

40
article thumbnail

How Business Operations and Software Testing Overlap by Lisa Perrett

Scott Logic

Overview I have recently completed a secondment to the Business Operations (Bus Ops) department within Scott Logic. Before I joined the team, I did not have any understanding of what the team did. However, that understanding soon changed within a month of joining and continued to uncover new paths for the duration of my secondment. When I joined the team, I was astounded as to how much reporting is required within the Bus Ops team.