Tue.Jan 23, 2024

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Static enrichment dataset with Delta Lake

Waitingforcode

Data enrichment is one of common data engineering tasks. It's relatively easy to implement with static datasets because of the data availability. However, this apparently easy task can become a nightmare if used with inappropriate technologies.

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KDnuggets News, January 24: 5 Free University Courses to Learn Data Science • Convert Unstructured Data into Structured Insights with LLMs

KDnuggets

This week on KDnuggets: Here are five free university courses to help you get started in a data science career • Understand the unstructured data dilemma • And much, much more!

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Accelerate Your Machine Learning Workflows in Snowflake with Snowpark ML 

Snowflake

Many developers and enterprises looking to use machine learning (ML) to generate insights from data get bogged down by operational complexity. We have been making it easier and faster to build and manage ML models with Snowpark ML , the Python library and underlying infrastructure for end-to-end ML workflows in Snowflake. With Snowpark ML, data scientists and ML engineers can use familiar Python frameworks for preprocessing and feature engineering as well as training models that can be managed a

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7 Steps to Landing Your First Data Science Job

KDnuggets

Want to make a successful career switch to data science? From learning data science concepts to cracking interviews, read this guide to move one step closer to your first data science job.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

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Bring your Snowpark models to life on ThoughtSpot

ThoughtSpot

ThoughtSpot is taking Snowpark use cases to the next level with generative AI, connecting the dots between ML-powered insights and business action. If you’re new to Snowpark, this is Snowflake ’s set of libraries and runtimes that securely deploy and process non-SQL code including Python, Java, and Scala. Combining the power of Snowflake Snowpark and ThoughtSpot, developers and data professionals can create models, uncover insights, and build data apps using their preferred programming language.

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Powering Up with Predictive GenAI

KDnuggets

Learn what Predictive GenAI does and how it can make predictive analytics far more accessible, efficient, and meaningful for your business.

More Trending

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AI Prompt Engineers are Making $300k/y

KDnuggets

Prompt engineering and generative AI are becoming hotter by the day. Be part of the heat!

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Meeting DoorDash Growth with a Self-Service Logistics Configuration Platform 

DoorDash Engineering

DoorDash has grown from executing simple restaurant deliveries to working with a wide variety of businesses, ranging from grocery and retail to parcels and pet supplies. Each business faces its own set of constraints as it strives to meet its goals. Our logistics teams — which range across a number of functions, including Dashers, assignment, payment processes, and time estimations — seek to achieve these goals by tuning a variety of configurations for each use case and type of business.

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Top 16 Technical Data Sources for Advanced Data Science Projects

KDnuggets

Here are data repositories that will up your data science game and improve your data projects.

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Revolutionizing Telemedicine with Data Streaming

Confluent

Telemedicine services need a reliable, secure, and scalable data infrastructure in order to serve patients. Learn how data streaming with Confluent helps to ensure this.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Data + AI Strategy: People Focus

databricks

This post is part of a series. Check out Part 1: The Data + AI Trifecta: People, Process, and Platform In the current.

Data 84
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How to Update Documents in Elasticsearch

Rockset

Elasticsearch is an open-source search and analytics engine based on Apache Lucene. When building applications on change data capture (CDC) data using Elasticsearch, you’ll want to architect the system to handle frequent updates or modifications to the existing documents in an index. In this blog, we’ll walk through the different options available for updates including full updates, partial updates and scripted updates.

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Cloud Computing for Small Businesses [Major Benefits]

Knowledge Hut

I magine how convenient it is to access all crucial data and files for your business on the go. Thanks to cloud computing technology, this becomes a reality. I've personally experienced the numerous benefits it offers for microenterprises. Curious about the importance of cloud computing for businesses ? Well, the widespread use of mobile devices and broadband internet access makes it an excellent option globally.

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Experts Share the 5 Pillars Transforming Data & AI in 2024

Monte Carlo

Predicting the future of data and AI in 2024 is not for the faint of heart. New and improved models are constantly emerging. Shiny new technologies promise pie-in-the-sky outcomes. And when will production-ready models really emerge out of all this generative AI talk? We assembled three of the industry’s boldest thinkers to make a few predictions about what lies just around the corner: Zhamak Dehghani , founder of the data mesh and founder/CEO of Nextdata ; Maxime Beauchemin , creator of Apache

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The Cloud Development Environment Adoption Report

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.

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SDLC in Software Testing: Phases, Benefits, Models & Types

Knowledge Hut

The Software Development Life Cycle in software development is something I've come to understand as a structured process that plays a crucial role in producing high-quality, cost-effective software within the shortest production time possible. Its primary goal is to deliver exceptional software that not only meets but exceeds customer expectations.

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Reflections from UKGovCamp XL by Peter Chamberlin

Scott Logic

On Saturday I attended UKGovCamp XL in London. UKGovCamp is an annual, free public sector digital unconference, which means there’s no set agenda, and anyone attending can propose, host or participate in sessions. “XL” means this is the biggest one the team has ever organised. The format makes for a fascinating event covering all kinds of diverse topics and ideas sourced from the attendees themselves.

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MongoDB Projection: Examples, Syntax, Operators and More

Knowledge Hut

Mongo DB is a popular NoSQL and open-source document-oriented database which allows a highly scalable and flexible document structure. In my view, its speed, attributed to efficient storage and indexing techniques, surpasses that of traditional RDBMS. As a NoSQL solution, MongoDB is specifically designed to adeptly handle substantial volumes of data.

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The Future of Data Engineering as a Data Engineer

Monte Carlo

In the world of data engineering, Maxime Beauchemin is someone who needs no introduction. One of the first data engineers at Facebook and Airbnb, he wrote and open sourced the wildly popular orchestrator, Apache Airflow , followed shortly thereafter by Apache Superset , a data exploration tool that’s taking the data viz landscape by storm. Currently, Maxime is CEO and co-founder of Preset , a fast-growing startup that’s paving the way forward for AI-enabled data visualization for modern companie

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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.

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How to Install MongoDB on Ubuntu [Step-by-Step]

Knowledge Hut

MongoDB : An Overview Setting up MongoDB on Ubuntu turned out to be more challenging than I expected. If you're like me and still searching for a detailed guide on installing MongoDB on Ubuntu, you're in the right spot. In this blog, I'll share my experience and guide you through the process of installing MongoDB on Ubuntu. I aim to make the installation as smooth as possible by providing an easy, step-by-step approach.

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The Role of Technology in Making Data-Driven Strategic Decisions

Precisely

As organizations scramble to tap into the immense value of all the data available to them, they also struggle with a growing set of challenges in order to make data-driven decisions. In today’s digital economy, data-driven decisions are rapidly becoming the norm. According to a 2023 survey by Drexel University’s LeBow College of Business , 77% of data and analytics professionals say that data-driven decision-making is a leading goal for their data programs.

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How to Install Node.JS on Ubuntu [Step-by-Step] for Beginners

Knowledge Hut

Being able to install Node.js on Ubuntu or another OS is a boon for JavaScript users worldwide. If you're into JavaScript like me, installing Node.js on Ubuntu or any other operating system is a great idea. It's like having one language for all your development tasks. Before Node.js, the JavaScript folks were compelled to learn a second language that helped them perform all their backend activities, a pain in the neck.

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Math for Data Science: What Data Scientists Must Know?

Knowledge Hut

Welcome to the exciting world of data science, where numbers are like magic keys unlocking amazing discoveries! Imagine a place where every piece of info can lead to mind-blowing findings. Well, here's the scoop - mathematics is the behind-the-scenes hero making all this happen. It's like the hidden dance partner of algorithms and data, creating an awesome symphony known as "Math and Data Science." So, get ready for a fun ride in this blog as we explore the fascinating world of m

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Business Impact Analysis (BIA): Phases, Effects, Importance

Knowledge Hut

In my line of work as a Business Impact Analysis professional, understanding the importance of impact analysis is crucial. Whether a business is big or small, it can face challenges from disasters or emergencies. That's why conducting a thorough Business Impact Analysis (BIA) is vital. Some businesses may come out okay, while others could be more vulnerable.

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How to Install MongoDB in Windows 10? [Step-by-Step]

Knowledge Hut

As an expert, I highly recommend MongoDB as an open-source and widely adopted document-oriented NoSQL database designed for efficiently storing large-scale data. Its support for JSON-like documents, ad hoc queries, indexing, and real-time aggregation makes it a popular choice in the database world. Installing and using MongoDB has become essential for web developers due to its growing popularity and the seamless manner in which it allows efficient data management.

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Blockchain Technology in Agriculture: Application Techniques

Knowledge Hut

Blockchain technology in agriculture improves food safety by allowing information to be traced across the food supply chain. The capacity of blockchain to store and manage data enables traceability, which is utilized to aid in creating and implementing technologies for intelligent farming and index-based crop insurance. It represents a significant advancement in the field of contemporary agriculture.

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Top 10 Blockchain Companies in India for 2024

Knowledge Hut

Blockchain Technology has emerged as one of the most promising services in recent years. I believe, it has enormous potential to transform the financial and banking sectors' operations. In today's digital world, many large and medium-sized enterprises are researching Blockchain innovation benefits to get a foothold in this competitive industry.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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User Input in Python:

Knowledge Hut

In Python programming, interacting with users is a key part of collecting data and showcasing results. Here, we'll explore the ins and outs of user input, a vital aspect for developers. Python offers integrated features like the input() method in the latest version and raw_input() in earlier ones. If you're looking to enhance your Python programming skills, understanding user input is essential, and this knowledge can be gained through Python programming training.

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PRINCE2 Roles and Responsibilities: Major and Minor Roles

Knowledge Hut

Did you know PRINCE2 is widely adopted for its structured approach to project management, providing a framework that ensures organized and controlled project environments? In implementing PRINCE2, the user plays a vital role in articulating their needs and expectations, aligning closely with the defined PRINCE2 roles and responsibilities to ensure project success.

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Stakeholder Register in Project Management Examples

Knowledge Hut

One of the most important project management papers, stakeholder register or stakeholder registry, contains crucial data on your project's stakeholders. Stakeholder management is highly essential to project success because if your stakeholders are not satisfied, your team will have trouble, and your project won't be successful. Every project's success is contingent on effective stakeholder management.

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The Importance of Project Management for Organizations

Knowledge Hut

Imagine a scenario where a project was handled on the fly. There would be no requirements chalked out, no schedules for delivery and no monitoring of product quality. The team might not have any action plan in place, and perhaps wouldn’t even know where to start! With no communication, no planning, and no strategy, this would undoubtedly be a recipe for disaster.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.