7 Python Libraries Every Data Engineer Should Know
KDnuggets
APRIL 25, 2024
Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.
KDnuggets
APRIL 25, 2024
Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.
Seattle Data Guy
APRIL 25, 2024
As data increased in volume, velocity, and variety, so, in turn, did the need for tools that could help process and manage those larger data sets coming at us at ever faster speeds. As a result, frameworks such as Apache Spark and Apache Flink became popular due to their abilities to handle big data processing… Read more The post Apache Spark Vs Apache Flink – How To Choose The Right Solution appeared first on Seattle Data Guy.
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KDnuggets
APRIL 25, 2024
List of top MLOPs platforms that will help you with integration, training, tracking, deployment, monitoring, CI/CD, and optimizing the infrastructure.
Knowledge Hut
APRIL 25, 2024
Big data in information technology is used to improve operations, provide better customer service, develop customized marketing campaigns, and take other actions to increase revenue and profits. In the world of technology, things are always changing. What was once popular and in demand can quickly become outdated. It is especially true in the world of big data.
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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate
Precisely
APRIL 25, 2024
Jean-Paul Otte recently joined Precisely as Head of Data Strategy Services for Europe. His specialty? Data! Jean-Paul sat down for an interview where we discussed his background as a former CDO, the challenges he faced, and how he developed his unique perspective and data governance expertise. Hello Jean-Paul, could you tell us a little about your background?
Knowledge Hut
APRIL 25, 2024
Many organizations use training methods to improve potential hires' preexisting skills and knowledge. Training methods vary according to the type of job, the nature of the industry, and the cost of selecting a particular training method. But training methods are primarily divided into two categories: on-the-job training and off-the-job training. Human resource management runs a training needs analysis to choose the appropriate training method.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
Knowledge Hut
APRIL 25, 2024
The implementation of Data Science in agriculture is truly groundbreaking for farmers globally. Agritech is touching new heights every day, with the latest innovations being launched. Recent press claims that the DATOS Project used data from remote sensing along with artificial intelligence, machine learning, and other approaches to Data Science for agriculture.
Edureka
APRIL 25, 2024
Since hackers are capable of doing substantial security and financial damage, finding ways to shield your network and systems against them is a necessity now. This is where ethical hacking techniques work as a defensive barrier to shield organisations. With escalating reliance on digital technologies, robust cybersecurity measures need to establish an equally strong defence system against cyber attacks.
Knowledge Hut
APRIL 25, 2024
Every day people search or visit several websites. However, many don't know that the sites are split into two distinct parts: one of them is the backend. This is a job that requires specialized skills along with a tad bit of creativity. Hence, it is no wonder that people who have in-depth knowledge about the technicalities and technologies involved in this field are always in high demand.
Hevo
APRIL 25, 2024
Do you rely heavily on GA4 data for analyzing the metrics of your website engagement? If yes, then you would face problems while collecting all the GA4 data and performing advanced analytics on it. If you want to gain business-critical insights from your GA4 data, then you can’t simply manipulate it.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Knowledge Hut
APRIL 25, 2024
Big data can be summed up as a sizable data collection comprising a variety of informational sets. This knowledge is expanding quickly. It is a vast and intricate data set. Big data has been a concept for some time, but it has only just begun to change the corporate sector. Most businesses today understand how to gather the terabytes of data that constantly pour into their operations and utilize analytics to transform them into insightful information.
Edureka
APRIL 25, 2024
Looking to appear for the Certified Information Systems Security Professional (CISSP) certification exam? Or, hoping to discover the CISSP pass rates? Whatever the reason, you’re in the right place! If you wish to add your name to this very limited but esteemed list of CISSP professionals, then this guide will equip you with the knowledge on how to pass the CISSP certification exam.
Knowledge Hut
APRIL 25, 2024
Kubernetes (sometimes shortened to K8s with the 8 standing for the number of letters between the “K” and the “s”) is an open-source system to deploy, scale, and manage containerized applications anywhere. Kubernetes is a container-centric management software that allows the creation and deployment of containerized applications with ease. To read more about Kubernetes and deployment, you can refer to the Best Kubernetes Course Online.
Knowledge Hut
APRIL 25, 2024
Stakeholders often calculate the cost associated with a project before starting it. But with the little information they have about the project, all they can do is make an estimation based on the Rough Order of Magnitude (ROM). This method is one of the most useful methods for determining the scale of any project and is an estimate of its rough order of magnitude or ROM.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Knowledge Hut
APRIL 25, 2024
As cyber security technology is on the rise, so is the technology of hackers. The increasing dependency of businesses on technology is an opportunity for hackers to devise innovative ways to steal critical information. With increasing cyberattacks, companies must choose cyber security services to save themselves from data breaches. Also, you need to know about these alarming 10 interesting facts about cyber security to understand cybercrimes.
Knowledge Hut
APRIL 25, 2024
The adage "knowledge is power" is frequently used. Although this remark cannot be applied universally and is a cliche, it does emphasize an essential truth about today's digital world: customer values are constantly changing. Communication strategies are evolving, and in today's technologically advanced world, success is strongly correlated with the volume rather than the quality of one's information — metrics about the business, the client, the rival, and the market.
Knowledge Hut
APRIL 25, 2024
Splunk is a powerful data analysis tool that can be used to monitor and troubleshoot a variety of systems. It can be used to track down issues with servers, applications, and even network devices. Splunk can also be used to generate reports and dashboards to help visualize data. Splunk is a program that primarily functions as a web-style interface for searching, monitoring, and analyzing machine-generated Big Data.
Knowledge Hut
APRIL 25, 2024
Business analysis is used to discover, express, and assist the need for change in how businesses operate. As business analysts, we recognize and categorize the solutions that will maximize the value offered to stakeholders by a firm. Business analysts work at various organizational levels and may be involved in everything from setting strategy to developing the enterprise architecture to taking the initiative to specify the objectives and specifications for projects and programs or support conti
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Knowledge Hut
APRIL 25, 2024
One of the industries with the quickest growth rates is big data. It refers to gathering and processing sizable amounts of data to produce insights that may be used by an organization to improve its various facets. It is a wide idea with many benefits. Due to this, businesses from a variety of industries are concentrating on implementing this technology.
Knowledge Hut
APRIL 25, 2024
Having a sound and sustainable financial condition is imperative to start a business. Finances create the framework of an economic establishment. An amount of money and effective financial planning is necessary to ensure a business's longevity. If a company has maintained solid financial management throughout its tenure, it is beneficial even at the time of dissolution.
Knowledge Hut
APRIL 25, 2024
Every organization, business, and NGO uses many inputs and resources to manage and efficiently run their organization. The resources and inputs include a wide variety of services and goods, including cash, valuables, goods, and services which are ultimately used for the main motive of a business- Profit Making. In the case of an NGO, the main motive is self and social service.
Knowledge Hut
APRIL 25, 2024
In the world of data science, Spatial data science is at the heart of contributing to solving planet-threatening problems such as deciding the location of solar park installation, building urban resilience, predicting crop yield, population density analysis for immunization or disease mapping, and more. Spatial data science combines two terms, Spatial, which is Geospatial, and data science; combining both can solve many business problems.
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With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you
Knowledge Hut
APRIL 25, 2024
Information Technology is a field that manages and processes information for large-scale organizations or companies. Information technology is now synonymous with any form of digital communications and technologies. Everything falls under the grasp of Information Technology, from checking emails to running software on laptops to making a zoom call with colleagues.
Knowledge Hut
APRIL 25, 2024
Intrusion detection systems (IDS) are designed to identify suspicious and malicious activity through network traffic. It enables real-time intrusion detection on your network to help optimize intrusion detection. So, let's get to know the meaning of an intrusion detection system and how it works. and how it works. What Is a n Intrusion Detection System?
Knowledge Hut
APRIL 25, 2024
IoT cyber security is a technology segment devoted to protecting linked devices and networks in the Internet of things (IoT). IoT entails connecting a system of interconnected computing devices, mechanical and digital machinery, items, animals, and/or people to the Internet. Each "thing" is given a unique identifier and the capacity to transport data autonomously across a network.
Knowledge Hut
APRIL 25, 2024
The strongest, most impactful leaders have followed a variety of rational and analytical instruments to set a lasting impression of their leadership. Noble leaders possess a distinct leadership philosophy. It gives them direction for sound decision-making, interpersonal relations with their team, and concise strategic thinking in difficult circumstances.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Knowledge Hut
APRIL 25, 2024
JavaScript is single-threaded which means it is inherently synchronous. Thus, code runs line by line on the processor. But, suppose we have a functionality that needs to wait for something such as fetching a file, any web results, or other activity like this, in that case, making the wait to the application until the previous operation is finished is not efficient and it is considered as a major point of failure in any such application.
Knowledge Hut
APRIL 25, 2024
Nominal Group Technique (NGT) is a problem-solving and decision-making process that can be used in various ways. It involves gathering a group of people to discuss a problem or issue and then rating the ideas or solutions that are put forward. The technique can be used in business, project management, or academic settings, and several stages need to be followed to get the most out of NGT.
Knowledge Hut
APRIL 25, 2024
Big data vs machine learning is indispensable, and it is crucial to effectively discern their dissimilarities to harness their potential. Big data pertains to the vast amounts of organized and unstructured data derived from diverse sources such as social media, and transactions, while machine learning is a part of AI that concentrates on developing algorithms and models capable of acquiring knowledge from data and making predictions or taking actions autonomously, without explicit programming.
Knowledge Hut
APRIL 25, 2024
2021 marked a turning point for the education technology industry across the world. The industry saw a remarkable year-on-year growth of 21%. The Indian EdTech industry, in particular, was valued at US$ 750 million in 2020, and startups in the space raised more than US$ 1.2 billion in funding. What is causing this uptick in the learning solutions space?
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Apache Airflow® is the open-source standard to manage workflows as code. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries. Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering.
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