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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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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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.

Data 111
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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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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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What Is A DataOps Engineer? Skills, Salary, & How to Become One

Monte Carlo

In recent years, we’ve seen all sorts of new job titles emerge that would have been inscrutable just a decade or two ago – cloud architect, data reliability engineer , data product manager , director of hybrid working, and yes, DataOps engineer. So what exactly IS a DataOps engineer? As well as answering that question, we’ll be delving into how they differ from data scientists and data engineers.

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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.

More Trending

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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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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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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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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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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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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Project Leader Salary in 2024 [For Freshers & Experienced]

Knowledge Hut

Whether an organization wants to construct a new building, develop a software application, or even conduct a science conference, it needs a professional to manage the specific project. As a project manager, you have to develop a detailed plan, evaluate the restraints and risks involved, and oversee the team and resources to bring the project to a successful end ultimately. 97% of the companies agree with the crucial role, and they are willing to pay a high project leader salary for the right tal

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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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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.

Data 52
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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