The Pragmatic Engineer
DECEMBER 21, 2023
2023 was the second full year of The Pragmatic Engineer Newsletter , and this newsletter is now almost two and a half years old; the first issue came out on 26 August 2021. Thank you for being a reader, I greatly value your support. This year, 102 newsletter issues were published, and this is number 103. You received a deepdive issue on Tuesdays, and every Thursday it was “The Pulse” – formerly The Scoop.
KDnuggets
DECEMBER 21, 2023
LLM is a powerful model that could improve our text analysis. With Scikit-LLM, we could integrate the LLM easily into our ML pipeline.
databricks
DECEMBER 21, 2023
We are excited to announce that Gartner has recognized Databricks as a Leader for a third consecutive year in the 2023 Gartner® Magic.
KDnuggets
DECEMBER 21, 2023
The blog covers methods for representing documents as vectors and computing similarity, such as Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, along with pre-processing steps for text data, such as tokenization, lowercasing, removing punctuation, removing stop words, and lemmatization.
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Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.
databricks
DECEMBER 21, 2023
Today, Databricks is excited to announce support for Mixtral 8x7B in Model Serving. Mixtral 8x7B is a sparse Mixture of Experts (MoE) open.
Confessions of a Data Guy
DECEMBER 21, 2023
Sometimes I just need something new and interesting to work on, to keep me engaged. A few days ago I was lying by the river next to a fire, with the cold air blowing on my face and the eagles soaring above. Thinking about and contemplating life and data engineering … something flitted across my […] The post Datafusion SQL CLI – Look Ma, I made a new ETL tool. appeared first on Confessions of a Data Guy.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
Knowledge Hut
DECEMBER 21, 2023
With new applications being created every day, the Internet of Things (IoT) is one of the technologies that is expanding the fastest in the world right now. The Internet of Things (IoT) is a network of physical objects like cars, appliances, and other household things that are equipped with connectivity, software, and sensors to collect and share data.
Snowflake
DECEMBER 21, 2023
Welcome to Snowflake’s Startup Spotlight, where we feature awesome companies building businesses on Snowflake. In this edition, Patch.tech Co-Founder and CPO Whelan Boyd talks about how frustration with clogged data pipelines sparked the idea for Patch’s code packages, which allow engineers to distribute data sets with all the built-in elements that analysts and developers need to create apps.
Pinterest Engineering
DECEMBER 21, 2023
? Pinterest Engineering had a hallmark year ? From building new ad formats to launching industry-first inclusive AI technology, Pinterest launched more products in 2023 than in any year in our history. Our Pinterest Engineering Blog goes deeper into the technical learnings and insights behind many of these launches. As we wrap up 2023 and look forward to 2024, we’re sharing a recap of the most-read eng blogs of the year: Building for Inclusivity: The Technical Blueprint of Pinterest’s Multidime
Towards Data Science
DECEMBER 21, 2023
What product leaders need to know to get unblocked by data Continue reading on Towards Data Science »
Speaker: Tamara Fingerlin, Developer Advocate
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
Cloudera
DECEMBER 21, 2023
Imagine you’ve just started a new job working as a business analyst. You’ve been given a new burning business question that needs an immediate answer. How long would it take you to find the data you need to even begin to come up with a data-driven response? Imagine how many iterations of query writing you’d have to go through. In this scenario, you also have reports that need updating as well.
Hevo
DECEMBER 21, 2023
Do you have a NoSQL database that has no rigid shape and is causing data analysis complexity nightmares? With JSON in PostgreSQL, you can have a solution to your complex problem. PostgreSQL is a high-performing, open-sourced object-relational database with two JSON data storage types, JSON and JSONB.
Knowledge Hut
DECEMBER 21, 2023
Web development has transformed since Node.js came out. With the help of Node.js, it is easier for web developers to build scalable and reliable software. The availability of several Node.js tools makes it one of the most used platforms for developing purposes. Ryan Dahl developed the Node.js platform in 2009 using JavaScript runtime environment. There is a large developer community where developers are always adding new Node.js tools which are shareable.
Rockset
DECEMBER 21, 2023
Data modeling in Elasticsearch is not as obvious as it is when dealing with relational databases. Unlike traditional relational databases that rely on data normalization and SQL joins, Elasticsearch requires alternative approaches for managing relationships. There are four common workarounds to managing relationships in Elasticsearch: Application-side joins Data denormalization Nested field types and nested queries Parent-child relationships In this blog, we’ll discuss how you can design your da
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Knowledge Hut
DECEMBER 21, 2023
Deep learning is one of the major domains of pursuing a career in technology and development. With the growth in technology, the importance of machine learning and deep learning technology is also increasing. No one is unaware of artificial intelligence 's influence, but interested individuals sometimes lack direction and get confused about the education and skills they should acquire.
Edureka
DECEMBER 21, 2023
Imagine a world where computers don’t just respond; they converse. Where machines aren’t just tools, they’re companions, ready to chat, answer questions, and even tell jokes. This isn’t science fiction anymore; it’s the vibrant reality of conversational AI, and it’s transforming our lives at breakneck speed. Think back to just a few years ago.
Knowledge Hut
DECEMBER 21, 2023
How to Become a Cyber Security Engineer : The dependency on the internet has increased significantly over the years, and it will continue to grow at the same pace. We do almost everything, from shopping, ordering food, accounting, and financial transactions to using social media on the web or mobile apps. All these apps have confidential data, and things can get disastrous if it leaks.
Robinhood
DECEMBER 21, 2023
Sherwood Media, LLC has added U.K.-based Chartr Limited, a data-driven media company and newsletter publisher, to its portfolio through an acquisition by Robinhood Markets, Inc. Chartr’s visual storytelling turns complex data into easy-to-understand narratives, and will now give the tens of millions of readers of Sherwood Media the ability to better understand the finer details of important trends and the news of the day.
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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
Knowledge Hut
DECEMBER 21, 2023
In the present-day world, almost all industries are generating humongous amounts of data, which are highly crucial for the future decisions that an organization has to make. This massive amount of data is referred to as “big data,” which comprises large amounts of data, including structured and unstructured data that has to be processed. To establish a career in big data, you need to be knowledgeable about some concepts, Hadoop being one of them.
Edureka
DECEMBER 21, 2023
The world of artificial intelligence is abuzz with excitement, and at the center of it all stands ChatGPT, the language model that took the world by storm in 2022. Its ability to generate human-quality text and engage in captivating conversation has captured the imagination of users and developers alike. But just like any reigning champion, ChatGPT’s throne isn’t unchallenged.
Knowledge Hut
DECEMBER 21, 2023
Swiftly understanding the information is important in today's data-driven world. When managing massive amounts of data, having the right tools is vital. That is why we have compiled a MySQL tools list to consider in 2024. These advances help you improve your process and easily extract useful insights from your data. From powerful query builders to intuitive user interfaces, the top picks are designed to get the most out of your MySQL databases.
Knowledge Hut
DECEMBER 21, 2023
With the growth of data-driven applications, PL/SQL has become an essential skill for developers working with Oracle databases. It allows developers to create efficient and secure database-driven applications. As the demand for strong and scalable applications increases, it is important for developers to leverage the best tools available for their PL/SQL development needs.
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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
Knowledge Hut
DECEMBER 21, 2023
In the database ecosystem, Postgres is one of the top open-source databases, and one of the most widely used PSQL tools for managing PostgreSQL is pgAdmin. To run PostgreSQL instances on the Azure cloud, Azure offers Azure Database for PostgreSQL. We must learn how to build an instance of the Azure Database for the PostgreSQL client tool. Let’s learn how to connect to the Azure Database for PostgreSQL instance using the PSQL tool.
Knowledge Hut
DECEMBER 21, 2023
Cloud computing is a fast-growing area in the technical landscape due to its recent developments. If we look ahead to 2024, there are new research topics in cloud computing that are getting more traction among researchers and practitioners. Cloud computing has ranged from new evolutions on security and privacy with the use of AI & ML usage in the Cloud computing for the new cloud-based applications for specific domains or industries.
Knowledge Hut
DECEMBER 21, 2023
Backup to the public cloud as an extension of virtual infrastructures. Enterprises have been looking at private cloud solutions as an extension of their virtual infrastructures, where a VMware environment works in concert with a local backup solution, Rosendahl says. But how do you back up your data when it’s sitting in the public cloud, where you aren’t in control of it any more?
Knowledge Hut
DECEMBER 21, 2023
Programming language s are at the heart of computer science and software development. They help developers write efficient code for developing digital solutions through applications and websites. Programming helps automate, maintain, assemble, and measure the processed data. Java is one such popular programming language. It is a robust, high-level, general-purpose, pure object-oriented programming language developed by Sun Microsystems (now part of Oracle).
Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali
As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.
Knowledge Hut
DECEMBER 21, 2023
Data Science is the world's most rapidly growing sector and data engineers are at the forefront. With perhaps the promising job outlook of all data science roles, pursuing a data engineering role is the best, as with the extensive amount of data available to businesses, there is a growing need for professionals to manage, organize and analyze the data.
Knowledge Hut
DECEMBER 21, 2023
Machine learning is a subset of artificial intelligence, which stresses the analysis and identification of patterns and structure of data interpretation. This helps in reasoning and efficient decision-making that is backed by strong evidence. At present, data is the backbone of all businesses. The use of ML can help to analyze the humongous amounts of data and arrive at conclusions that are in favor of both customers as well as businesses.
Knowledge Hut
DECEMBER 21, 2023
DevOps is a set of practices and tools aimed at automating the processes between software development and IT teams in order to build, test, and release software more quickly and reliably. DevOps, which has highest paying DevOps jobs trend in which development and operations teams interact and cooperate together rather than competing, has been rapidly disrupting the enterprise business environment as a dominating philosophical strategy in recent years.
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