Wed.Apr 12, 2023

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10 Websites to Get Amazing Data for Data Science Projects

KDnuggets

Ultimately, these websites should help you find data you care about, do a cool data science project, and use that to get a job.

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How Software Bill of Materials change the dependency game

Zalando Engineering

Dependency hygiene Dependency updates are a tedious task when maintaining thousands of microservices. Some teams use tools like dependabot , scala-steward that create pull requests in repositories when new library versions are available. Other teams update dependencies regularly in bulk, supported by build system plugins (e.g. maven-versions-plugin , gradle-versions-plugin ).

Java 98
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Unlock the Wealth of Knowledge with ChatPDF

KDnuggets

ChatPDF helps you to improve the learning experience, process the documents, and explore new insights and answers from historical records.

Process 110
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crem: compositional representable executable machines

Tweag

State machines are a common abstraction in computer science. They can be used to represent and implement stateful processes. My interest in them stems from Domain-Driven Design and software architecture. With this blog post I’d like to explain why I think that state machines are a great tool to express and implement the domain logic of applications.

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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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Beyond Accuracy: Evaluating & Improving a Model with the NLP Test Library

KDnuggets

John Snow Labs has learned a lot about testing and delivering Responsible NLP models: not only in terms of policies and goals, but by building day-to-day tools for data scientists. The nlptest library aims to share these tools with the open-source community.

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Top 8 UI/UX Project Ideas for 2023 [Beginners & Experienced]

Knowledge Hut

Since the pandemic outbreak, Tech companies have seen a significant amount of growth in their product watch-time. People are spending more and more time on their favorite mobile applications. Because of which it is becoming a need to create highly customizable and visually appealing applications in less amount of time. That's where a skill like UI/UX designing is highly valued.

Project 69

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Top 5 Data Technology Trends: Govern It, Stream It, Set It Free

Confluent

As businesses move to meet modern demands, these technologies ensure not only a digital transformation, but data transformation, with new use cases surrounding real-time data.

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FREE Ratio Analysis Template

KDnuggets

Follow the prompts to create your own chart visualizing "Ratio Analysis", Growth Rate" and "Market Share" trends in your financial data. Great for Data Analysis Toolpak users.

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Congratulations Transformations Challenge Winners!

RudderStack

Check out the Transformations challenge winners, why we love their submissions, and get a sneak peek of even more Transformations features coming soon

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How to Ensure Data Integrity at Scale By Harnessing Data Pipelines

Ascend.io

Right now, at this moment, are you prepared to act on your company’s data? If not, why? At Ascend, we aim to make the abstract, actionable. So when we talk about making data usable, we’re having a conversation about data integrity. Data integrity is the overall readiness to make confident business decisions with trustworthy data, repeatedly and consistently.

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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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Project Financials: Definition, Process, Examples & Benefits

Knowledge Hut

The financial analysis of the life cycle of a project is called Project Financing. This involves a cost-benefit analysis to determine if the benefits of the project exceed the cost incurred to complete the project. The analysis is done by forecasting the future cash flows of the project and not the balance sheet of the sponsors. Project financing is more complicated than other alternative sources of financing but it helps a project sponsor take on risky projects without risking the assets owned

Project 52
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Snowflake Invests in Cybersyn, Bringing Unique Data Products to Snowflake Marketplace

Snowflake

In a data-driven economy, having access to the best possible information to make informed decisions is critical for businesses. One of the benefits of the Data Cloud is that it makes it easy to discover and analyze data from a wide variety of sources, including third-party datasets shared on Snowflake Marketplace by customers, data providers, and other organizations.

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What is Project Governance? Components, Frameworks, Examples

Knowledge Hut

The difference between Project Management and the Project Governance is often misunderstood by people working in corporates. Although Project Governance and Project Management work towards a common goal of project/organizational success – it is necessary to understand and defining the roles and boundaries of Project Governance, Project Management and the role of Project Governance in the Project Management.

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The Warehouse Native Customer Data Platform

RudderStack

Learn how the Warehouse Native CDP overcomes the limitations of legacy CDPs and custom built solutions.

Data 70
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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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Who is an IT Project Manager: Skills, Career and Job Outlook

Knowledge Hut

Advances in technology have created contemporary ways of working viz hybrid, work from anywhere, shared workspaces, etc. and especially since the pandemic, everything has more or less been driven by the way technology functions. Project management has been no exception to this revolution and with to IT and online processes becoming de facto, the project management role has caught more limelight to ensure the desired goals and objectives are realized following a cadence based governance model est

Project 52
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Feature Flags in Apache Superset and Preset

Preset

All about Feature Flags and Superset - their life cycles, use cases, risks and benefits.

52
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PMP Projects: Types, Classification, and Factors for Success

Knowledge Hut

Projects managed by Project Management Professionals (PMP) can be divided into many categories according to their goals, nature, and methodology. Effective project management requires an understanding of the many PMP project types because it enables project managers to choose the best project management methodology and approach for each project. PMP is one of the Best Project Management certifications among professionals who aspire to become project managers or those who want to enhance their pr

Project 52
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How DataOS Reinvigorates Analytics for Healthcare

The Modern Data Company

Prevention and early intervention are essential to building an effective healthcare approach that supports patients from start to finish. The critical component of this approach is predictive analytics — analyzing big data gathered from patients, consumers, and research to provide actionable insights about a patient’s current and future healthcare needs.

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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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What is Microsoft Azure? Everything You Need to Know!

Knowledge Hut

Microsoft Azure is a powerful cloud computing platform that has become quite popular in recent years. Azure provides organizations with the tools and services needed to build, deploy, and manage applications and services on the cloud. Organizations using Azure highly prefer professionals with Microsoft Azure Administrator certification for Azure jobs.In this blog post, we will explore what is Microsoft Azure, why it matters, how it works, and many more details.

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Flutter Widgets – Streamline Your Mobile App Development Process

Edureka

Flutter is a popular open-source framework for mobile app development that enables developers to create high-performance, visually appealing, and responsive apps for Android and iOS platforms. One of the key features of Flutter is its use of widgets. In this blog, we will explore Flutter widgets in detail. Content: What are Flutter Widgets? Difference Between Stateless and Stateful Widgets Importance of widgets in Flutter Widget tree and how it works in Flutter Commonly Used Flutter Widgets What

Process 52
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Minimum Viable Product (MVP): Definition, Examples, Template

Knowledge Hut

Products are successful primarily because they help customers and users derive specific value from their use or solve some of their pain. Unfortunately, while a lot of ideas sound great, 95% of the products fail. As entrepreneurs or product managers, you want to ensure that your ideas are worth pursuing from a business standpoint before you invest significant resources and time in developing a product.

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Using Metrics Layer to Standardize and Scale Experimentation at DoorDash

DoorDash Engineering

Metrics are vital for measuring success in any data-driven company, but ensuring that these metrics are consistently and accurately measured across the organization can be challenging. The Metrics Layer, also known as a Semantic Layer, is a critical component of the modern data stack that has recently received significant industry attention offers a powerful solution to the challenge of standardizing metric definitions.

SQL 82
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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

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20 Best Web Development Books for Developers in 2023

Knowledge Hut

Web development jobs are rewarding! From a sea of opportunities to lucrative jobs - there’s a lot for an aspirant to look forward to. Moreover, you have an array of tutorials, and all-encompassing certification programs to boost your skill set. But there’s no such thing as ‘too much learning’ - especially when you have incredibly helpful web development books to read.

MySQL 52
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Experimentation: How Data Leaders Can Generate Crystal Clear ROI 

Monte Carlo

Have you ever stood in the slide projector’s glow and pitched furrowed brow executives a change that could swing millions in revenue? Or flip the mission of hundreds of employees? Shane and his data team navigated journalistic, product and business interests to fine tune the New York Times pay model. This highwire act helped transition the Gray Lady from an ad revenue to subscriber driven publication.

Data 52
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15+ Software Development Best Practices to Follow in 2023

Knowledge Hut

The software development market is evolving rapidly. Therefore, keeping up with the latest best practices could be a challenge for many. However, one can ensure high-quality software products that satisfy the clients' and end-users needs by following established software development best practices. Some of the best practices in software development include writing clean and readable code, using version control, conducting code reviews, testing thoroughly, and automating repetitive tasks.

Coding 52
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MERN Stack vs MEAN Stack: Which Tech Stack to Choose?

Knowledge Hut

In the world of web development, numerous technology stacks are available for developers to choose from. Developers can pick from a wide variety of technological stacks in the field of web development. MERN and MEAN stacks are two of the most widely used. Although there are similarities between the two stacks, each has unique characteristics that make it better suited for specific project types.

MongoDB 59
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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.