Wed.Apr 19, 2023

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Is Critical Thinking the Most Important Skill for Software Engineers?

The Pragmatic Engineer

When I think back on the software engineers I looked up to, they all shared this trait where they never took anything at face value. They regularly questioned statements that did not make sense to them, no matter how small the topic was: even if it involved admitting they did not understand a concept. After a while, I started adopting this approach.

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How to Get Hired as Data Scientist in the GPT-4 Era

KDnuggets

We will be focusing on statistics, core data science concepts, NLP, prompt engineering, data science portfolio, interview preparation, and AIOps.

Portfolio 116
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Scale Vision Transformers (ViT) on the Databricks Lakehouse Platform with Spark NLP

databricks

Introduction Back in 2017, a group of researchers at Google AI published a paper that introduced a transformer model architecture that changed all.

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KDnuggets News, April 19: AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects

KDnuggets

AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects • 6 ChatGPT mind-blowing extensions to use it anywhere • Mastering Generative AI and Prompt Engineering: A Free eBook • Baby AGI: The Birth of a Fully Autonomous AI

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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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The Executive’s Guide to Data, Analytics and AI Transformation, Part 3: Build Successful Operating Models for Data Teams

databricks

This is part three of a multi-part series to share key insights and tactics with Senior Executives leading data and AI transformation initiatives.

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Explore LLMs Easily on Your Laptop with openplayground

KDnuggets

Use simple UI to experiment with various renowned large language models.

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More Trending

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Developing an Open Data Ecosystem with SAP

databricks

Across a number of industries, from manufacturing, energy, life sciences to retail, we are seeing enterprises increase their focus on business durability, resilience.

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Yelp Content As Embeddings

Yelp Engineering

Yelp aims to offer easily accessible high-quality content. We need to tag, organize and rank online content to attain this goal. For this purpose, Yelp engineers have started using general embeddings on different data. It improves usability and efficiency for all kinds of model development. Having embeddings that encapsulate semantic information readily available for the massive amounts of data Yelp owns makes implementing new deep learning models easier, since it can serve as an excellent basel

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Programming vs Web Development: Top 7 Differences

Knowledge Hut

Technology has advanced rapidly in recent decades and shows no signs of slowing down. As technology has become more integrated into our lives, so have the skill sets required to help create and maintain these systems. All industries with a tech team need programmers and web developers to do so. This has made these job titles a lucrative career option.

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3 Key Elements of a Data Observability Platform | Acceldata

Acceldata

Learn about the necessary elements of a data observability platform, including: real-time data pipeline monitoring, pipeline visualization and analysis, and customization of platform capabilities

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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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Web Developer vs Software Engineer: Key Differences

Knowledge Hut

We are living in a fast-paced tech-driven society where software development is an expanding sector with a variety of career pathways and specialties. Software engineers and web developers are two very well-liked positions in this tech industry. Despite the fact that these names may sound the same, they signify different skill sets and duties. For a range of platforms, including desktop applications, mobile apps, and business software, software engineers design and create software systems.

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The Post-Modern Data Stack: Boosting Productivity and Value

Ascend.io

The “modern data stack” has become increasingly prominent in recent years, promising a streamlined approach to data processing. However, this well-intentioned foundation has begun to crack under its own complexity. Engineering leaders are investing more time and energy into their modern data stacks without seeing a proportional return on investment, leaving them to question whether an array of shiny new tools is better than a carefully curated, efficient set.

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15 Best CSS Books for Developers in 2023 [Beginners & Advanced]

Knowledge Hut

CSS has come a long way since its inception, and today, developers have access to numerous resources and tools that can help them master this technology. There are several CSS books available for developers that cater to different levels of expertise, from beginners to experts. These books cover various topics, such as the basics of CSS, advanced layout techniques, typography, animation, and much more.

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What is UI/UX Design? A Beginner’s Guide to User Interfaces and User Experience

Edureka

UI/UX design is constantly evolving with advances in technology and changing user behaviour, designers must stay up-to-date with the latest trends and best practices to create effective designs. Artificial intelligence and machine learning in design are becoming increasingly popular, allowing designers to create more personalized and intelligent interfaces.

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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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30 Best CSS Tools for Web Developers in 2023

Knowledge Hut

Discovering the right CSS tools can take time, but the below list of the 30 best CSS tools for web developers in 2023 will make it easier for you. Regardless of your CSS knowledge, this list offers solutions for debugging, optimizing your code, and enhancing your work. As you choose your tools, keep your skill level, budget, and platform in mind. For beginners, select easy-to-use and easy-to-understand tools, while more experienced developers may want more customization options.

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3 Reasons Why Storyblocks Trusts Confluent To Put Their Data In Motion

Confluent

Storyblocks, the world’s first stock media subscription service, trusts Confluent over Kafka, enabling Storyblocks to prioritize innovation and mission critical use cases.

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Simplify Data Cleaning With BigQuery SQL User-Defined Functions

Towards Data Science

Introduction and use cases Continue reading on Towards Data Science »

SQL 78
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How We Optimized RudderStack’s Identity Resolution Algorithm for Performance

RudderStack

To performantly meet new product requirements for point-in-time correctness, RudderStack’s team had to make two major optimizations to an existing algorithm.

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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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Building a Kimball dimensional model with dbt

dbt Developer Hub

Dimensional modeling is one of many data modeling techniques that are used by data practitioners to organize and present data for analytics. Other data modeling techniques include Data Vault (DV), Third Normal Form (3NF), and One Big Table (OBT) to name a few. Data modeling techniques on a normalization vs denormalization scale While the relevancy of dimensional modeling has been debated by data practitioners , it is still one of the most widely adopted data modeling technique for analytics.

Building 145
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How We Optimized RudderStack’s Identity Resolution Algorithm for Performance

RudderStack

To performantly meet new product requirements for point-in-time correctness, RudderStack’s team had to make two major optimizations to an existing algorithm.

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What is Software Development? Types, Features, Process, Tools

Knowledge Hut

Computers are everywhere, from basic tasks like scheduling an email to complex tasks like detecting fraud in systems. Computers follow a set of commands or instructions called ‘Software.’ It is what makes a computer programmable. Following the same, software development is the practice of setting up these commands or instructions. Software development has been one of the sectors with the most substantial growth rate.

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Best Practices for Data Ingestion with Snowflake: Part 3 

Snowflake

Welcome to the third blog post in our series highlighting Snowflake’s data ingestion capabilities, covering the latest on Snowpipe Streaming (currently in public preview) and how streaming ingestion can accelerate data engineering on Snowflake. In Part 1 , we discussed usage and best practices of file-based data ingestion options with COPY and Snowpipe.

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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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Data Aggregation: Definition, Process, Tools, and Examples

Knowledge Hut

The process of gathering and compiling data from various sources is known as data Aggregation. Businesses and groups gather enormous amounts of data from a variety of sources, including social media, customer databases, transactional systems, and many more. in today's data-driven world, Consolidating, processing, and making meaning of this data in order to derive insights that can guide decision-making is the difficult part.

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Processing medical images at scale on the cloud

Tweag

Artificial Intelligence (AI). Machine Learning (ML). Deep Learning. Neural Networks (NNs). Large Language Models (LLMs)… The list of hyped buzzwords goes on and on, even more so since ChatGPT made a wider audience realize what is now achievable. As scary or awe-inspiring as it is, one can’t deny the great impact AI can have when applied to fields with positive social value, such as healthcare.

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What is an ETL Pipeline? Types, Benefits, Tools & Use Case

Knowledge Hut

In today's data-driven world, businesses need to extract, transform, and load data from multiple data sources because of the large amount of data which businesses generate. An ETL pipeline is one of the most common solutions for the efficient processing of large data. In this article, we will discuss what is ETL, the architecture of an ETL pipeline, types of ETL pipelines, how to create an ETL pipeline, and benefits of the ETL pipeline process.

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What is Application Software? Examples, Types and Functions

Knowledge Hut

With the advancements in computing and increasing reliance on computer applications in daily life, application software has become one of the most vital pillars of modern software technology. At its core, application software is a precise set of programs and commands that allow users to perform certain actions within the application on their devices, like computers, tablets, etc.

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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.