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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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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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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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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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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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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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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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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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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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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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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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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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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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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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 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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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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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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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 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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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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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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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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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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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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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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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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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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Full Stack Developer Job Description - Roles & Responsibilities [Updated]

Knowledge Hut

Being a Full Stack Developer means diving into the diverse worlds of native, mobile, and online application stacks. In my journey as a Full Stack Developer, I've realized the profound impact this role can have on any organization. The ever-changing landscape of technology demands versatility, making the hiring of a Full Stack Developer a strategic move for several reasons.

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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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PMP Certification Exam Eligibility - A Complete Checklist

Knowledge Hut

To achieve Project Management Professional (PMP) certification, ticking all the PMP exam eligibility criteria boxes is a big step. As someone who has been through the complicated process of becoming eligible for PMP certification, I know how important it is to have a complete list of requirements to follow. In this article, I will talk about the PMP eligibility requirements from my own experience and give you a detailed PMP eligibility checklist to help you through the process.

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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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What is Markdown? Syntax, Examples, and Benefits

Knowledge Hut

If you've been into web development, you would probably know about Markdown or at least some of the syntax. In this blog, I’ve covered the basics of Markdown. This blog is for beginners as well as for people who have used markdown but may not know the entire syntax and what you can do with it. Here, we will talk about what is markdown and what it's used for; then, we'll jump into VS code with the markdown preview extension and create a kind of cheat sheet that you can use for f

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What Is Project Integration Management? Explain Steps & Process

Knowledge Hut

Today’s projects are often incredibly challenging, spread across different geographies and time zones, and with requirements that are volatile and unpredictable. As technologies advance, competition skyrockets and customer expectations keep increasing, project management has become more complex than ever before. As a result, we, as a project manager, are required to wear multiple hats, and juggle them all with ease!

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.