Waitingforcode
MARCH 27, 2024
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.
KDnuggets
MARCH 27, 2024
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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databricks
MARCH 27, 2024
Databricks’ mission is to deliver data intelligence to every enterprise by allowing organizations to understand and use their unique data to build their.
Confessions of a Data Guy
MARCH 29, 2024
Have you ever wondered at a high level what it’s like to build production-level data pipelines on Databricks? What does it look like, what tools do you use? The post Building Databricks Data Pipelines 101 appeared first on Confessions of a Data Guy.
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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.
Yelp Engineering
MARCH 26, 2024
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.
KDnuggets
MARCH 25, 2024
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.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
Confessions of a Data Guy
MARCH 25, 2024
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.
Snowflake
MARCH 27, 2024
As organizations seek to drive more value from their data, observability plays a vital role in ensuring the performance, security and reliability of applications and pipelines while helping to reduce costs. At Snowflake, we aim to provide developers and engineers with the best possible observability experience to monitor and manage their Snowflake environment.
KDnuggets
MARCH 28, 2024
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.
Knowledge Hut
MARCH 28, 2024
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.
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.
Yelp Engineering
MARCH 25, 2024
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.
databricks
MARCH 28, 2024
Databricks Runtime 14.3 includes a new capability that allows users to access and analyze Structured Streaming 's internal state data: the State Reader.
KDnuggets
MARCH 26, 2024
Want to become a software engineer? Make it happen with these free courses and guides from Google.
Engineering at Meta
MARCH 26, 2024
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.
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.
Cloudera
MARCH 25, 2024
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.
databricks
MARCH 29, 2024
Today, we are excited to announce the general availability of Databricks Notebooks on SQL warehouses. Databricks SQL warehouses are SQL-optimized compute that provide.
KDnuggets
MARCH 29, 2024
Begin your MLOps journey with these comprehensive free resources available on GitHub.
Snowflake
MARCH 28, 2024
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.
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.
Cloudera
MARCH 26, 2024
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.
databricks
MARCH 29, 2024
Overview In the competitive world of professional hockey, NHL teams are always seeking to optimize their performance. Advanced analytics has become increasingly important.
KDnuggets
MARCH 27, 2024
From theory to practice, learn how to enhance your NLP projects with these 7 simple steps.
Towards Data Science
MARCH 23, 2024
Data pipelines that would turn you into a decorated data professional Continue reading on Towards Data Science »
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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.
Monte Carlo
MARCH 25, 2024
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.
databricks
MARCH 26, 2024
As new Generative AI capabilities continue to emerge with heightened customer expectations, data modernization and migration to the cloud have become critical success.
KDnuggets
MARCH 25, 2024
Want to write more robust Python applications? Learn how to use Pydantic, a popular data validation library, to model and validate your data.
Confluent
MARCH 26, 2024
Use Confluent data streaming platform to proactively identify and resolve network issues for greater customer satisfaction and cost savings.
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.
Data Engineering Weekly
MARCH 24, 2024
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.
databricks
MARCH 25, 2024
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.
KDnuggets
MARCH 26, 2024
Have you ever asked yourself ‘Am I using these generative AI tools correctly?
Confluent
MARCH 27, 2024
Our Women’s History Month special Confluent Champion post highlights how Solutions Architect Smriti Sridhar helps drive Women in Tech initiatives.
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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