10 GitHub Repositories to Master MLOps
KDnuggets
MARCH 29, 2024
Begin your MLOps journey with these comprehensive free resources available on GitHub.
KDnuggets
MARCH 29, 2024
Begin your MLOps journey with these comprehensive free resources available on GitHub.
databricks
MARCH 29, 2024
Today, we are excited to announce the general availability of Databricks Notebooks on SQL warehouses. Databricks SQL warehouses are SQL-optimized compute that provide.
Confessions of a Data Guy
MARCH 29, 2024
Have you ever wondered at a high level what it’s like to build production-level data pipelines on Databricks? What does it look like, what tools do you use? The post Building Databricks Data Pipelines 101 appeared first on Confessions of a Data Guy.
databricks
MARCH 29, 2024
Overview In the competitive world of professional hockey, NHL teams are always seeking to optimize their performance. Advanced analytics has become increasingly important.
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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.
ArcGIS
MARCH 29, 2024
This article shows how to build a Gradient boosted model (XGBoost) with the Forest-based and Boosted Classification and Regression tool.
Knowledge Hut
MARCH 29, 2024
Imagine you're working on a Java project , and you need to go through a bunch of data stored in lists, sets, or maps. That's where iterators come in – they help you walk through these collections. Iterators are handy tools for lists, sets, and maps, but modifying collections while iterating can lead to trouble. Fail-fast iterators quickly catch any changes and throw errors, while fail-safe ones are more lenient, allowing modifications but possibly not reflecting them immediately.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
Knowledge Hut
MARCH 29, 2024
In the world of project management, facing challenges is normal. But if we are prepared, they won't derail projects. That's where a Risk Response Plan in Project Management comes into the picture. It's like a roadmap for handling problems. In this blog, I will discuss why these plans are crucial and how they highlight issues early and help us figure out solutions.
Knowledge Hut
MARCH 29, 2024
Leaving a job is a significant decision that often involves careful consideration and planning. Whether you’re transitioning to a new opportunity, seeking a career change, or addressing personal reasons, the process of leaving a job requires thoughtful deliberation and execution. Crafting a well-written resignation letter is another crucial aspect of leaving a job.
Knowledge Hut
MARCH 29, 2024
Data is the backbone of business success and helps organizations grow in multiple ways. That is why companies do setups for data analysis to curate strategies that help run sorted operations and effective marketing strategies. A machine learning engineer is a critical member of the data analysis team who is involved in building and maintaining the artificial intelligence systems responsible for machine learning.
Knowledge Hut
MARCH 29, 2024
As this digitalized world is rapidly moving towards Artificial Intelligence , the generation of humongous data has become an integral part of our daily lives. The data has been and will continue to grow exponentially. With increasing data, the need to process and accumulate these large datasets becomes very critical. Hence, the organizations have started to leverage Apache Spark to handle Big Data and the processing of these large datasets.
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!
Knowledge Hut
MARCH 29, 2024
In my experience, the software development landscape continues to sprawl with newer technologies, programming languages, and frameworks. However, one thing that has consistently been fundamental to the process is Java. The cross-platform flexibility I’ve had when working with Java is unparalleled. If you’re interested in software development, familiarity with Java is a non-negotiable aspect.
Knowledge Hut
MARCH 29, 2024
Are you looking to upgrade to a prestigious software engineer role at Apple? You might be busy enrolling for the best certifications to get for Software Engineers. However, to begin a lucrative career in iOS app development, you must prepare for the most tedious step of the journey – creating your Apple software engineer resume. A recent report from the US Bureau of Labour Statistics states that the demand for Apple software developers is expected to rise around 25% between 2022 and 2032.
Knowledge Hut
MARCH 29, 2024
A resume is the first document that introduces you to your employer. It is through the information that you provide in this document that they decide whether you will be a perfect fit for any position. So, it is fair to say that writing an impressive resume with all the striking highlights is essential. Understand that anybody hiring will get thousands of applications for a single position.
Knowledge Hut
MARCH 29, 2024
Project Coordinators are integral to organizational efficiency and goal achievement. They serve as intermediaries between diverse teams, spanning developers, marketers, and designers, while overseeing tasks such as scheduling, budgeting, and communication. Successful Project Coordinators possess exceptional organizational, problem-solving, and communication abilities crucial for project success.
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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
MARCH 29, 2024
In an increasingly fierce construction industry, which is set to experience a shift in its global market value, growing from USD 11.9 Trillion to USD 17.2 Trillion, an accurate resume is your gateway to well-paid opportunities. Whether you’re looking to prepare an entry-level construction Manager resume or hoping to find insights into framing an impactful construction Project Manager CV, exploring the components of a strong resume is the first step toward your dream job.
Knowledge Hut
MARCH 29, 2024
There are many recommendations for creating a resume that can impress companies. Should you write it on a single page? Do you put a summary at the top? Do you include personal interests and volunteer opportunities? And how can your resume stand out, especially if the hiring manager receives a large number of applications? There are many more questions, like what to add and what not.
Knowledge Hut
MARCH 29, 2024
If you are a working professional, MS Excel may not be a new term for you. However, trying to organize and analyze spreadsheets in MS Excel can feel like hitting your head against the wall if you are unaware of Excel formulas. So, is there a better way to get rid of Excel's manual operations, you ask? Well, there is a way to speed up your Excel worksheet operations.
Knowledge Hut
MARCH 29, 2024
Cover letter examples have been crucial to my job search. A good cover letter may make or ruin an interview. In a competitive job market, cover letter samples are vital for fresh graduates and experienced professionals. Someone with several job applications needs good cover letter examples. The initial impression I make on a prospective employer may set me apart from other prospects.
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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
MARCH 29, 2024
In the modern internet era, people largely prefer to do their own research on a product before making a purchase. The same applies to B2B buyers who are looking for services suitable to their business. Forrester reports that the typical B2B buyer would have had 27 brand interactions before making up their mind on their products. Most of these interactions are hardly ever with sales reps; instead, these prospects gather info through websites, social media, online events, webinars, etc.
Knowledge Hut
MARCH 29, 2024
In this fast-paced, growing software development environment, it is essential to understand how long it will take to make a software. While doing so, several parameters need to be taken care of, such as: how hard the project is, how big it is, and who is working on it. Estimating these parameters will help the teams to make smart choices, increase their flexibility and team bonding, and allow them to use software tools that help manage projects to smart programs that use data to predict how long
Knowledge Hut
MARCH 29, 2024
Negative float in project management is like a red flag waving to show that a task is running late. It's not just a small delay; it suggests the whole project might miss its deadlines. By spotting and dealing with negative float early on, project managers can fix things and keep the project on track. This article explores what negative float is all about.
Knowledge Hut
MARCH 29, 2024
The Internal Rate of Return (IRR) is a crucial metric for determining the profitability of a project. As a professional with experience in managing numerous projects and holding the PMP (Project Management Professional) certification, I understand the significance of IRR in making informed decisions. In this article, I will cover the definition, the IRR formula, how to find IRR, and step-by-step calculation of the Internal Rate of Return.
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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
MARCH 29, 2024
Usability testing evaluates how easily a design can be used by a sample group of users representing the target audience. This process typically involves observing users as they attempt to complete tasks and can be applied to different types of designs. Usability testing is often conducted at various stages of development, ranging from the early stages of development until the release of a product.
Knowledge Hut
MARCH 29, 2024
To explain trend analysis and better understand its importance in project management , I will start this blog with my real-life example. When I was new to my role as a project manager , I encountered a problem with a particular supplier who was consistently delaying the delivery of materials, causing delays in the overall project. By analyzing this trend, I was able to adjust timelines and find alternative suppliers, which ultimately led to the successful completion of the project on time.
Knowledge Hut
MARCH 29, 2024
Are you feeling overwhelmed by a pile of ideas cluttering your desk, unsure of how to sort through them? Worry not, affinity mapping is here to save the day, offering a beacon of organization in the chaos. Bid farewell to confusion and embrace a streamlined workflow that transforms how you approach new projects and refine existing designs. This powerful tool isn't just about bringing order to your ideas; it also fosters collaboration within your team, aligning everyone toward a shared goal.
Knowledge Hut
MARCH 29, 2024
Six Sigma is an array of methods and resources for enhancing corporate operations. When Bill Smith was an engineer at Motorola, he introduced it in 1986 to find and eliminate mistakes and defects, reduce variance, and improve quality and efficiency. Six Sigma was first used in manufacturing as a quality control tool. When long-term defect levels are less than 3.4 defects per million opportunities (DPMO), Six Sigma quality is reached.
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
MARCH 29, 2024
In this rapidly growing digital world, I've realized that ethical considerations in design frameworks have never been more critical than before. As a designer, I exert significant influence over how people interact with technology and data, making the imperative for ethical design important to me. In this blog post, I’m going to explore the essence of ethical design, its principles, and its implications for the future.
Knowledge Hut
MARCH 29, 2024
Do you have an analytical mind? Do you enjoy planning a product’s production from start to end? Then you are one of us – Manufacturing engineers! With the increasing number of consumer and industrial products in development, the role of manufacturing engineers is going to be more in demand than ever. According to the Bureau of Labour statistics, the average manufacturing engineer earns around, $89,000 and it will grow 10% more by 2029.
Knowledge Hut
MARCH 29, 2024
Efficiency is paramount in computer science. From massive datasets to complex tasks, quickly accessing and organizing information is key. Enter the Binary Heap, a powerful data structure used for everything from algorithms to priority queues. This article dives into Binary Heaps, exploring their types, operations, and implementation. Programmers of all levels will benefit from understanding this fundamental data structure.
Knowledge Hut
MARCH 29, 2024
Apple has a reputation for producing many inventions, and many people view its products as status symbols. Working at Apple is the goal for many software developers, but making that dream come true requires a lot of effort. There is fierce competition, and Apple is reputed to have the most difficult tech interviews. To succeed in this interview, you must be unique.
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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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