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.

Python 100
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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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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.

Project 93
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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.

Building 102

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

databricks

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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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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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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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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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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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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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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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Good UI vs bad UI Design: What’s the Difference?

Knowledge Hut

It is difficult for even some of the largest firms in the world to design the ideal user experience because of time and budget constraints, lengthy feature lists, and business imperatives. Nevertheless, there are numerous instances of creative and careful UI design that guarantee users have a pleasant and easy experience interacting with a product. In the quickly changing digital world, user interfaces (UI) are essential in determining how we interact with technology.

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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.

Data 62
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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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Deloitte Data as a Service for Banking: A Modern Data Solution for Banks and Capital Markets Institutions

databricks

As new Generative AI capabilities continue to emerge with heightened customer expectations, data modernization and migration to the cloud have become critical success.

Banking 54
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A Guide to Relationship Manager Salary in 2024

Knowledge Hut

A Relationship Manager forms an essential link between clients, customers, and partners. These professionals are responsible for nurturing long-term client relationships, managing client expectations, and working closely with internal teams. Relationship Managers build and maintain customer relations, look for new business opportunities, and help boost profitability.

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Confluent Champion Smriti on Why We Need More Women In Tech

Confluent

Our Women’s History Month special Confluent Champion post highlights how Solutions Architect Smriti Sridhar helps drive Women in Tech initiatives.

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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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7 Steps to Mastering Large Language Model Fine-tuning

KDnuggets

From theory to practice, learn how to enhance your NLP projects with these 7 simple steps.

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How I use Gen AI as a Data Engineer

Towards Data Science

Generative AI is all the rage.

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Applications Engineer Salary in 2024 [Freshers to Experienced]

Knowledge Hut

Applications engineers are crucial in various industries, such as designing software applications. Technology is continuing to advance. They are constantly being integrated into our daily lives. The demand for skilled applications engineers remains high due to this. Understanding the application engineer's salary is essential for those aspiring to enter the field.

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From Data Mess to Data Mesh – Getting Started with Confluent

Confluent

Discover key organizational and technological considerations to successfully implement a data mesh. Download the new ebook for details.

Data 57
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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.