Thu.Mar 28, 2024

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Mastering Python for Data Science: Beyond the Basics

KDnuggets

This article serves as a detailed guide on how to master advanced Python techniques for data science. It covers topics such as efficient data manipulation with Pandas, parallel processing with Python, and how to turn models into web services.

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Announcing the State Reader API: The New "Statestore" Data Source

databricks

Databricks Runtime 14.3 includes a new capability that allows users to access and analyze Structured Streaming 's internal state data: the State Reader.

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The 7 Best AI Tools for Data Science Workflow

KDnuggets

Learn about AI productivity tools that will make you a super data scientist.

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Top UI UX Trends to Know in 2024

Knowledge Hut

The process of developing digital assets that are both aesthetically pleasing and simple to use is known as user interface/user experience design, or UI/UX design. While UX designers concentrate on the user's journey and how they engage with the product, UI designers are more concerned with the appearance and feel of a product. Because of digital innovation and the dynamic needs of consumers, the field of UI/UX design is always developing.

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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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Data Architecture and Strategy in the AI Era

Cloudera

At a time when AI is exploding in popularity and finding its way into nearly every facet of business operations, data has arguably never been more valuable. More recently, that value has been made clear by the emergence of AI-powered technologies like generative AI (GenAI) and the use of Large Language Models (LLMs). But, even with the backdrop of an AI-dominated future, many organizations still find themselves struggling with everything from managing data volumes and complexity to security conc

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Snowflake Data Clean Rooms: Securely Collaborate to Unlock Insights and Value

Snowflake

In December 2023, Snowflake announced its acquisition of data clean room technology provider Samooha. Samooha’s intuitive UI and focus on reducing the complexity of sharing data led to it being named one of the most innovative data science companies of 2024 by Fast Company. Now, Samooha’s offering is integrated into Snowflake and launched as Snowflake Data Clean Rooms , a Snowflake Native App on Snowflake Marketplace, generally available to customers in AWS East, AWS West and Azure West.

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How to Build a Recommender System using Rockset and OpenAI Embedding Models

Rockset

Overview In this guide, you will: Gain a high-level understanding of vectors, embeddings, vector search, and vector databases, which will clarify the concepts we will build upon. Learn how to use the Rockset console with OpenAI embeddings to perform vector-similarity searches, forming the backbone of our recommender engine. Build a dynamic web application using vanilla CSS, HTML, JavaScript, and Flask, seamlessly integrating with the Rockset API and the OpenAI API.

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What is ETL Tool? The Ultimate Guide

Hevo

Are you confused about What is ETL Tool? Do you want to gain a clear idea about how ETL Tools work and how they come in handy for a business? Well, look no further! This article aims at providing you with an in-depth guide about ETL Tools.

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DataOps vs. DevOps Explained

Monte Carlo

While the DevOps methodology has been taking over the world of software development, data teams are just beginning to realize the benefits that a similar approach can bring to their world. Enter the nascent discipline of DataOps. Similar to how DevOps applies CI/CD to software development and operations, DataOps entails a CI/CD-like, automation-first approach to building and scaling data products.

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NetSuite to Redshift Data Transfer: 2 Effective Ways

Hevo

Data management and analysis are major operations for every organization. As the scale of data has increased over time, so have the methods to manage and analyze it. Companies spend thousands of dollars to generate useful insights from their in-house data, and managing data has become an essential part of the business process.

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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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Top Data Quality Alert Strategies From 3 Real Data Teams

Monte Carlo

Can you ever have too much of a good thing? When it comes to sweet treats, sunshine, and errant data quality alerts, the answer is – unfortunately – yes. But, while an ice cream-induced stomach ache or an uncomfortable sunburn will subside relatively quickly, the burnout that results from an overflow of data quality alerts can have far more lasting repercussions throughout your data organization.

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NetSuite to SQL Server: A Comprehensive Data Migration Guide

Hevo

NetSuite is a cloud-based data management tool, while SQL Server is a high-powered relational database management system. If you are trying to optimize your data management procedures by integrating data from NetSuite to SQL Server, you are in the right place.

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How to Enable Virtualization in Windows 10 & 11?

Knowledge Hut

Whether you work as an IT professional, are a student, a software developer, or are just interested in technology, we have had to switch between many operating systems. One of Windows 10's new features is the ability to build virtual machines. A virtual machine is a computer system's software emulation. They let us construct several distinct "computers" that may run various operating systems and applications since they are formed inside of a real, physical computer.

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AWS API Gateway Integration: A Comprehensive Guide

Hevo

Building modern, scalable applications often involves connecting different services and data sources. This is where Application Programming Interfaces, or APIs, come in. APIs provide a structured way for applications to interact and share data. Amazon API Gateway can be a valuable tool to simplify this process, even for AWS API Gateway on-premise integration.

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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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12 Important UX Design Principles to Know in 2024

Knowledge Hut

You all must be aware of the fact that user experience (UX) is the cornerstone of successful design. Whether you are a seasoned UX expert or just starting, understanding these concepts is crucial for developing compelling and user-friendly digital products. In this blog, we’ll simply make it easier for you to understand the core ideas that influence UX design.

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BigQuery to SQL Server: 3 Methods to Enhance Data Migration

Hevo

Today’s business landscape is becoming increasingly dependent on data. You need to harness the right tools to simplify the data in your databases and unlock its potential. Migrating data from BigQuery to SQL Server is a powerful data integration method.

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Process Engineer Resume for 2024 [Examples & Templates]

Knowledge Hut

Welcome to a journey that will transform your professional background into a meticulously crafted, job-winning application tailored for the process engineering field. Precision isn’t just a virtue; it’s necessary for the process engineer. Every detail counts, as the slightest miscalculation could result in products unfit for purpose. Just as you approach your work with meticulous attention to detail, so too should you approach crafting your resume.

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JSON SQL Server Swift Data Integration Methods

Hevo

Data is your business’s lifeblood. Analyzing business data can help you gain insights to generate reports and create a strategic business plan. If you have large datasets in JSON format, consider migrating them to SQL Server. SQL Server enhances data analysis through its orderly storage structure.

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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?

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What are Software Metrics? Types, Need, How to Develop & Track

Knowledge Hut

In the dynamic realm of software engineering, the pursuit of excellence and efficiency is a continuous journey. Amidst the array of tools available to navigate this path, software metrics emerge as indispensable instruments. These metrics are not merely numbers or data points; they are the compass that guides software development, ensuring quality, and monitoring progress.

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Principles of Running a High Performance Data Team

Hevo

What is a high performing team? You know how popular Google is now. Since Google acquired Android, it has become one of the globally accepted Operating Systems for smartphones. This popularity was not just about individual brilliance but resulted from Google’s high-performing Android team.

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Amazon Software Engineer Resume: Examples & Guide for 2024

Knowledge Hut

Software engineering is a fruitful career option in terms of job security and monetary perks. Moreover, the demand for software engineers is growing globally, so you have the liberty to move places and not worry about your professional growth. Amazon is one of the companies most preferred for working as software engineers because of the promising job roles that it offers.

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Jira to Redshift: 2 Speedy Ways to Migrate Your Data

Hevo

Data analysis involves many tools and techniques crucial in developing and maintaining data in any firm. The better you manage and analyze your data, the better you will understand the trends and patterns in the massive amount of data you collect. Jira is a feature-packed project management software offering bug and issue tracking.

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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.

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FAANG Software Engineer Resume: Examples & Guide for 2024

Knowledge Hut

It is a dream for every IT candidate to work with renowned FAANG companies sometime in their career. The companies in question are Facebook, Apple, Amazon, Netflix, and Google. These dream companies offer a handsome salary, a secured career, and plenty of additional perks that make your professional life happy and satisfying. Software engineers targeting the FAANG companies often prepare themselves by completing advanced courses related to Software Engineering.

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Ingest Data from Kafka to Databricks: 2 Simplified Methods 

Hevo

Many organizations or businesses utilize different data migrations to collect, process, and analyze large amounts of data in real-time to derive meaningful insights. For high-performance real-time data streaming and advanced analytics tasks, organizations rely on Apache Kafka and Databricks.

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How to Prepare for Netflix Software Engineer Interview + Tips

Knowledge Hut

Netflix , the streaming giant, is not just a platform for binge-watching your favorite shows; it's also a tech powerhouse with a rigorous interview process for software engineer roles. Preparing for a Netflix software engineer interview is crucial to landing your dream job at one of the most innovative companies in the world. Landing a position as a software engineer at Netflix is a dream for many in the tech industry.

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A Guide to AWS Marketplace: Benefits & Tips to Maximize Software Procurement

Hevo

The evolving needs of scaling SMEs demand the right tools to perform a wide range of functions. However, deploying and managing them requires dealing with a huge data volume. This is where data integration tools come into the picture. Data integration tools help export, transform, and load datasets from diverse sources, simplifying data analysis.

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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.

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Production Manager Resume Sample and Writing Guide 2024

Knowledge Hut

I observed that the D2C (direct to consumers) space is growing rapidly. Consequently, producing and launching top-notch products has become a priority for all. This has resulted in a high demand for production managers who oversee technical management and industrial production, ensuring that the end product meets consumers' requirements. In doing so for my organization, my analytical and leadership skills have been crucial for the timely, cost-effective, and safe manufacturing of high-qualit

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How to Treat Your Data As a Product

Monte Carlo

Your company wants to “treat data like a product.” Great! What does that mean? For the past few decades, most companies have kept data in an organizational silo. Analytics teams served business units, and even as data became more crucial to decision-making and product roadmaps, the teams in charge of data pipelines were treated more like plumbers and less like partners.

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Top 10 Azure DevOps Job Opportunities in 2024 [Career Options]

Knowledge Hut

There are many Azure DevOps jobs available in software development and cloud computing. The DevOps specialists are essential to modern software development pipelines because of their wide range of tools and services for creating, testing, and launching apps. These positions cover various duties, such as configuration management, continuous integration and deployment, infrastructure management, and development team cooperation.

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Who is a Technical Program Manager? Skills, Responsibilities, Salary

Knowledge Hut

As a technical program manager, I am a highly skilled professional responsible for overseeing and coordinating complex technical projects from inception to completion. My role is to bridge the gap between the technical teams and the business stakeholders, ensuring that project objectives align with the organization's strategic goals. If you want to become a technical program manager, you might need to opt for courses on Project Management techniques, tools, and best practices.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.