Tue.Mar 05, 2024

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Apache Flink and the input data reading

Waitingforcode

I'm writing this unexpected blog post because I got stuck with watermarks and checkpoints and felt that I was missing some basics. Even though this introduction is a bit negative, the exploration for the data reading enabled my other discoveries.

Data 130
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Best Free Resources to Learn Data Analysis and Data Science

KDnuggets

This article introduces six top-notch, free data science resources ideal for aspiring data analysts, data scientists, or anyone aiming to enhance their analytical skills.

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Snowflake Ventures Invests in Landing AI, Boosting Visual AI in the Data Cloud

Snowflake

As Large Language Models are revolutionizing natural language prompts, Large Vision Models (LVMs) represent another new, exciting frontier for AI. An estimated 90% of the world’s data is unstructured, much of it in the form of visual content such as images and videos. Insights from analyzing this visual data can open up powerful new use cases that significantly boost productivity and efficiency, but enterprises need sophisticated computer vision technologies to achieve this.

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5 Free University Courses to Learn Databases and SQL

KDnuggets

Looking to learn SQL and databases to level up your data science skills? Learn SQL, database internals, and much more with these free university courses.

SQL 134
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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Simplifying BI pipelines with Snowflake dynamic tables

ThoughtSpot

Managing complex data pipelines is a major challenge for data-driven organizations looking to accelerate analytics initiatives. While AI-powered, self-service BI platforms like ThoughtSpot can fully operationalize insights at scale by delivering visual data exploration and discovery, it still requires robust underlying data management. Now, that’s changing.

BI 94
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Extractive Summarization with LLM using BERT

KDnuggets

An in-depth overview of extractive text summarization, how state-of-the-art NLP models like BERT can enhance it, and a coding tutorial for using BERT to generate extractive summaries.

Coding 108

More Trending

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A Closer Look at The Next Phase of Cloudera’s Hybrid Data Lakehouse

Cloudera

Artificial Intelligence (AI) is primed to reshape the way just about every business operates. Cloudera research projected that more than one third (36%) of organizations in the U.S. are in the early stages of exploring the potential for AI implementation. But even with its rise, AI is still a struggle for some enterprises. AI, and any analytics for that matter, are only as good as the data upon which they are based.

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Easy and Secure LLM Inference and Retrieval Augmented Generation (RAG) Using Snowflake Cortex

Snowflake

Because human-machine interaction using natural language is now possible with large language models (LLMs), more data teams and developers can bring AI to their daily workflows. To do this efficiently and securely, teams must decide how they want to combine the knowledge of pre-trained LLMs with their organization’s private enterprise data in order to deal with the hallucinations (that is, incorrect responses) that LLMs can generate due to the fact that they’ve only been trained on data availabl

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5 Data Science Communities to Advance Your Career

KDnuggets

The best way to improve our knowledge is by learning together with communities.

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Common Sense Product Recommendations using Large Language Models

databricks

Check out our LLM Solution Accelerators for Retail for more details and to download the notebooks. Product recommendations are a core feature of.

Retail 80
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Get Better Network Graphs & Save Analysts Time

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.

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Hottest Full Stack Developer Skills to Have in 2024

Knowledge Hut

With over 1.7 billion websites worldwide and 4.54 billion people using the internet actively, the need for heightened customer experience is on the rise. This is one of the major reasons why professionals who are adept at handling both the client-side and server-side interfaces of an application/website have become more important than ever. It has been estimated that by the next decade, there will be 300,000 new developer jobs in US.

MongoDB 74
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Why Not Hearing About Data Errors Should Worry Your Data Team

DataKitchen

Why Not Hearing About Data Errors Should Worry Your Data Team In the chaotic lives of data & analytics teams, a day without hearing of any data-related errors is a blessing. Your team is on top of things, deliveries are on schedule (you think), and no major complaints are making their way to your desk. It’s tempting to adopt the “ What, me worry?

Data 60
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Technology Carbon Standard update by Matt Griffin

Scott Logic

The Scott Logic sustainability team has recently added new content to the open-source Technology Carbon Standard website. The proposed standard sets out an approach to classifying an organisation’s technology footprint in a way that enables consistent analysis and benchmarking of the carbon impact. You can read more about it in our previous blog post: Announcing the (proposed) Technology Carbon Standard.

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ngx-toolkit, a new open-source project from DataKitchen

DataKitchen

ngx-toolkit, a new open-source project from DataKitchen At DataKitchen, we use Angular and strive for well-tested and maintainable code. We’ve created three libraries that have helped accelerate Angular development in our software projects. We are proud today to present to the open source community our monorepo with some of the libraries we have developed for Angular and Jest.

Project 58
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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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D.C. Data in Motion Highlights Data Streaming’s Impacts on Mission Effectiveness

Confluent

Explore data streaming insights with Confluent experts and industry leaders at the DC stop of the Data in Motion Tour. Join us on March 21 at the Westin Tysons Corner for interactive discussions and demos.

Data 52
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3 Use Cases for Generative AI Agents

DareData

Discover some examples of Generative AI Use Cases and what how you can level up your organization and business In the dynamic landscape of artificial intelligence, Generative AI agents have taken the center stage when it comes to adding value to organizations' processes. At DareData Engineering, we believe in a human-centric approach, where AI agents work together with humans to achieve faster and more efficient results.

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4 Best Practices for SAP Automation

Precisely

Today’s organizations use multiple technologies to automate and streamline processes. Gartner estimates that by 2026, businesses will be spending over $1 trillion annually on hyperautomation. They also note that 45% of enterprises using SAP are already leveraging automation with their ERP systems in some way. Companies are seeking to reduce inefficiencies and ensure greater accuracy with a proactive approach to data quality.

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Salesforce vs AWS: Which One to Choose?

Knowledge Hut

Cloud computing is changing the picture of how businesses will work. It offers compute­r resources anytime, anywhe­re! This reduces costs, improve­s flexibility, and quickens response­s. There are two leading platforms, Salesforce and AWS. They have many se­rvices that improve business activity. Still, you ne­ed to compare their good points and bad points whe­n choosing.

AWS 52
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Understanding User Needs and Satisfying Them

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.

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What Is Full Stack Web Development? A Complete 2024 Guide

Edureka

Imagine building a website like Instagram. As a full stack developer, you create both what users see (like profiles and feeds) and the behind-the-scenes stuff (like storing data and handling interactions). You handle everything from making it look good to making sure it works smoothly for users. By understanding what is full stack web development, front end (what users see) and the back end (how everything works behind the scenes), you can create a website that looks good, runs smoothly, and is

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Major AWS Challenges and How to Overcome Them in 2024

Knowledge Hut

Examining the latest advancements in cloud computing, it is evident that significant transformations have occurred. Companies have adopted the technology wholeheartedly. An extensive suite of services is provided by Amazon Web Services (AWS), a platform for cloud computing that helps companies of all sizes manage their operations effectively. However there is a severe learning curve with AWS.

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User Action Sequence Modeling for Pinterest Ads Engagement Modeling

Pinterest Engineering

Yulin Lei | Senior Machine Learning Engineer; Kaili Zhang | Staff Machine Learning Engineer; Sharare Zahtabian | Machine Learning Engineer II; Randy Carlson | Machine Learning Engineer I; Qifei Shen | Senior Staff Machine Learning Engineer Introduction Pinterest strives to deliver high-quality ads and maintain a positive user experience. The platform aims to show ads that align with the user’s interests and intentions, while also providing them with inspiration and discovery.

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AWS Advantages and Disadvantages [Pros and Cons]

Knowledge Hut

Amazon has emerged as the clear leader in cloud computing since its 2006 launch. Because of its high-quality features and services, it has been a successful cloud computing provider in this cutthroat industry. Have you ever wondered, though, just what AWS is and why businesses utilize it? What are the AWS advantages and disadvantages? Now, let's find out what it is.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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A Definitive Guide to Using BigQuery Efficiently

Towards Data Science

Make the most out of your BigQuery usage, burn data rather than money to create real value with some practical techniques. · ? Introduction · ? BigQuery basics and understanding costs ∘ Storage ∘ Compute · ? Data modeling ∘ Data types ∘ The shift towards de-normalization ∘ Partitioning ∘ Clustering ∘ Nested repeated columns ∘ Indexing ∘ Physical Bytes Storage Billing ∘ Join optimizations with primary keys and foreign keys · ⚙️ Data operations ∘ Copy data / tables ∘ Load data ∘ Delete partitions

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Top 12 Full Stack Developer Companies in 2022

Knowledge Hut

Full stack development is currently one of the most widely used methods for creating websites and mobile applications. Full stack companies , also known as jacks of all trades of nearly every layer of software development, are skilled at working with front-end and back-end technologies. They can turn a model into a finished product. Due to their exceptional talent and responsibility for creating the technology and coding that ensures a website functions properly, full-stack engineers are in high

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Complete Full Stack Web Developer Roadmap [2024 Updated]

Edureka

You’ve undoubtedly heard the term “full stack developer” a few times if technology is your thing. It may surprise you to learn, however, that full stack developers who can take the industry to new heights are becoming increasingly in demand in today’s tech sector. The languages, frameworks, databases, libraries, and other necessary components are regarded as a list of tools for full stack web development.

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Cloud Computing Technologies: An Ultimate Guide for 2024

Knowledge Hut

Cloud Computing is the latest technology that has made it easier for organizations to sort their data and give seamless access to their remote employees. It also helps in cost-cutting by eliminating the need for any hardware devices and storage setup. You get a safer cloud network over which every member in the team connects with another and continues working collaboratively irrespective of their geographical location.

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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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Data Engineer Salary in Singapore [Updated for 2024]

Knowledge Hut

Data engineers are highly in demand and short in supply. Data engineering is one of the hottest jobs that is trending across the globe. Singapore has a thriving technical market that has been on the lookout for data engineers. Top MNCs in Singapore are hiring Data Engineers and offering exciting salary packages. So, whether you have just started with your SQL or Data Engineering Bootcamp , stay motivated, and look at this comprehensive guide that talks about what a Data engineer's job is, what a