Sat.Mar 23, 2024 - Fri.Mar 29, 2024

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Schema tracking in Delta Lake

Waitingforcode

Streaming Delta tables is slightly different from streaming native streaming sources, such as Apache Kafka topics. One of the significant differences is schema enforcement. It leads to the job failure in case of schema changes of the streamed table.

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Delivering the Next Generation of Consumer Experiences: Databricks and Adobe Announce Strategic Partnership

databricks

By Steve Sobel - Global Industry Leader; Communications, Media & Entertainment Today Databricks and Adobe are excited to announce a strategic partnership focused.

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How To Build and Open Source PYPI Python Package

Confessions of a Data Guy

Ever wondered how to build and end-to-end project for an Open Source Python Package that gets published to PYPI? I built out lakescuman open-source package to help with Databricks Unity Catalog Delta Lake tables querying with Polars, DuckDB, or PyArrow. [link] The post How To Build and Open Source PYPI Python Package appeared first on Confessions of a Data Guy.

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A Collection Of Free Data Science Courses From Harvard, Stanford, MIT, Cornell, and Berkeley

KDnuggets

Learn everything about data science by exploring our curated collection of free courses from top universities, covering essential topics from math and programming to machine learning, and mastering the nine steps to become a job-ready data scientist.

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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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Phone Number Masking for Yelp Services Projects

Yelp Engineering

In this blog post, we highlight how phone number masking helps build consumer trust in the services marketplace at Yelp, decreases the friction in communication with service professionals, and allows for seamless switching between the Yelp app and a user’s phone. We present a high level overview of our in-house phone masking system and dive into the details of the engineering challenge of optimizing the usage of proxy phone number resources at Yelp’s scale.

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Announcing DBRX: A new standard for efficient open source LLMs

databricks

Databricks’ mission is to deliver data intelligence to every enterprise by allowing organizations to understand and use their unique data to build their.

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The Promise of Edge AI and Approaches for Effective Adoption

KDnuggets

Organizations are adopting edge AI for real-time decision-making using efficient and cost-effective methods such as model quantization, multimodal databases, and distributed inferencing.

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#ClouderaLife Employee Spotlight: Jess Hohn-Cabana

Cloudera

Meet Cloudera’s new Senior Vice President of Global Communications, Jess Hohn-Cabana. In this Employee Spotlight, we’ll get to know more about Jess, her new role, and her recent award win at the 2024 Ragan Top Women in Communications Awards. Get to Know Jess: A Seasoned Leader in Tech Communications and Branding Coming to Cloudera with nearly three decades of experience in tech communications and branding, Jess is a leader and a visionary on all things storytelling.

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Bringing HDR photo support to Instagram and Threads

Engineering at Meta

Meta’s family of apps serves trillions of image download requests every day. And if you’re into high-quality images, you’ve probably noticed that Instagram and Threads have added support for high dynamic range (HDR) photos. Now people on Threads and Instagram can upload and share images that are more true-to-life, with the full color and range their device is capable of capturing.

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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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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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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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Don’t Get Left Behind in the AI Race: Your Easy Starting Point is Here

Cloudera

The ongoing progress in Artificial Intelligence is constantly expanding the realms of possibility, revolutionizing industries and societies on a global scale. The release of LLMs surged by 136% in 2023 compared to 2022, and this upward trend is projected to continue in 2024. Today, 44% of organizations are experimenting with generative AI, with 10% having already implemented it in operational settings.

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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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Moderating Inappropriate Video Content at Yelp

Yelp Engineering

One of Yelp’s top priorities is the trust and safety of our users. Yelp’s platform is most well-known for its reviews, and its moderation practices have been recognised in academic research for mitigating misinformation and building consumer trust. In addition to reviews, Yelp’s Trust and Safety team takes significant measures when it comes to protecting its users from inappropriate material posted through other content types.

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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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Pydantic Tutorial: Data Validation in Python Made Simple

KDnuggets

Want to write more robust Python applications? Learn how to use Pydantic, a popular data validation library, to model and validate your data.

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Reflections on Strong Momentum and Category Leadership in Data Observability

Monte Carlo

When we launched the data observability category in 2020, we set out to solve a very real problem: data trust. In the preceding months, I met with hundreds of data leaders about what kept them up at night. Time and again, data leaders regaled stories of how their critical dashboards broke the morning of an executive meeting or their ML model generated inaccurate predictions.

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PySpark in 2023: A Year in Review

databricks

With the releases of Apache Spark 3.4 and 3.5 in 2023, we focused heavily on improving PySpark performance, flexibility, and ease of use.

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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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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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5 Free Google Courses to Become a Software Engineer

KDnuggets

Want to become a software engineer? Make it happen with these free courses and guides from Google.

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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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Introducing DBRX: A New State-of-the-Art Open LLM by Databricks

databricks

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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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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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Become a Business Intelligence Analyst in Less Than 6 Months

KDnuggets

Ready to become a business intelligence analyst right here, right now?

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Data Engineering Weekly #164

Data Engineering Weekly

al6z: 16 Changes to the Way Enterprises Are Building and Buying Generative AI This report has a lot of interesting insight into the enterprise adoption of Gen AI. Companies are more open to adopting Gen AI for their internal use cases but have reservations about rolling it out to their clients. The Gen AI budget is now rolling into regular software budgeting rather than an experimental budget.

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Four Data Engineering Projects That Look Great on your CV

Towards Data Science

Data pipelines that would turn you into a decorated data professional Continue reading on Towards Data Science »

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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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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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The Art of Effective Prompt Engineering with Free Courses and Certifications

KDnuggets

Have you ever asked yourself ‘Am I using these generative AI tools correctly?

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Generative AI and Its Role in Transforming Industries

RandomTrees

In today’s fast-moving world, technological progressions consistently shape our reality, presenting novel ideas and revolutionizing whole enterprises. Among these pivotal advancements stands generative artificial intelligence, commonly called as generative AI. This extraordinary innovation goes about as an imaginative force to be reckoned with, equipped for creating unique content like fine art, designs, and virtual environments.

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Making Predictive Customer Support a Reality for Telcos

Confluent

Use Confluent data streaming platform to proactively identify and resolve network issues for greater customer satisfaction and cost savings.

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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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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.