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The Latest Data Engineering Topics

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What Is Encryption? — 6 Top Types of Encryption Methods + Examples
In a world where cybercrime is rising, it is reassuring to know that there are many ways to maintain network security. Learn more about how encryption.
September 16, 2022
by Praise Iwuh
· 6,223 Views · 1 Like
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Why Mutability Is Essential for Real-Time Data Analytics
Readers will learn how mutability enables updates to existing records in a data store and why it is essential for real-time analytics to better infrastructure.
September 15, 2022
by Dhruba Borthakur
· 8,329 Views · 1 Like
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Disaster Recovery With Kafka Across the Edge and Hybrid Cloud
Learn about disaster recovery and resilient real-time data streaming enterprise architectures powered by Apache Kafka at the edge and hybrid multi-cloud.
September 15, 2022
by Kai Wähner DZone Core CORE
· 6,646 Views · 2 Likes
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Arduino Data on MQTT
Using a combination of MQTT and API functionalities, we have created Digital Twins for our device automatically.
September 15, 2022
by Marco Mantoan
· 7,617 Views · 3 Likes
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Building Cloud Native Apps With Spring
Here’s how powerful Spring Boot, Spring IO, Spring Data, and several Netflix OSS projects can be when used together to build microservices.
Updated September 15, 2022
by Ryan Baxter
· 17,202 Views · 13 Likes
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Building a Computer Vision Model Using TensorFlow
With the release of TensorFlow 2.0 and Keras library integration as the high-level API, it is easy to build and train deep learning architectures.
September 15, 2022
by Kevin Vu
· 8,209 Views · 1 Like
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Compliance Automated Standard Solution (COMPASS), Part 1: Personas and Roles
This is the first part of our series illustrating the challenges that organizations and cloud providers face when trying to achieve continuous compliance.
September 15, 2022
by Anca Sailer
· 8,747 Views · 3 Likes
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Experimenting With Unique Constraints in CockroachDB, MongoDB, and FerretDB
This is an unexpected third part of an interesting experiment with FerretDB and CockroachDB. This time, we're going to expand on the previous article.
September 14, 2022
by Artem Ervits DZone Core CORE
· 5,058 Views · 2 Likes
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Utilizing Google Cloud to Enable the Future of Intelligent Software Testing
Here are five of the most significant ways Google has helped our team deliver and scale an enterprise-grade test automation solution in the cloud.
September 14, 2022
by Joe Lust
· 5,912 Views · 1 Like
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Overview of Android Networking Tools: Receiving, Sending, Inspecting, and Mock Servers
When the applications are complex, with many requests to the network, various tools and libraries can help you to work with the network and search for problems.
September 14, 2022
by Leonid Ivankin
· 6,996 Views · 1 Like
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5 Reasons to Optimize Data Center Racking and Equipment
It's vital to data center performance and uptime to preserve optimized equipment layouts. How can administrators make it work for the operation?
September 14, 2022
by Emily Newton
· 6,063 Views · 1 Like
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Implementing AI in Testing: Is It Worth It?
Artificial intelligence methods in software testing are a powerful tool that pushes efficiency even further than regular automation.
September 14, 2022
by Tania Zhydkova
· 8,052 Views · 2 Likes
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Cloud SQL Guidelines for Cloud Database Administration
As cloud databases become more prevalent, administrators must understand the right SQL guidelines for managing them.
September 14, 2022
by Ryan Kh
· 5,729 Views · 3 Likes
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How to Build Microservices With Node.js
Building Microservices with NodeJS is an event-driven development architecture that allows you to develop feature-loaded, scalable, and reliable applications.
Updated September 14, 2022
by Mahipal Nehra
· 30,656 Views · 7 Likes
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Five Minute Cloud Lambda Function
Building a serverless function is easy. AWS calls their serverless functions Lambdas. Let’s build on a serverless function with Python on AWS.
September 14, 2022
by Eric Goebelbecker DZone Core CORE
· 5,840 Views · 1 Like
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Using Pausers in Event Loops
Chronicle's open-source Pausers can help provide balance between resource usage and responsive, low-latency, low-jitter applications.
September 14, 2022
by Peter Lawrey
· 8,486 Views · 3 Likes
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AWS Lightsail: Custom Domain and SSL Setup
Understand how to set up custom domain and SSL certificates for an AWS Lightsail WordPress instance.
September 13, 2022
by Jawad Hasan Shani DZone Core CORE
· 8,358 Views · 2 Likes
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How to Pass the AWS Certified Developer – Associate Exam
In this blog, I will explain how I passed the AWS Certified Developer – Associate exam. This might help you in your journey to pass the exam. Enjoy! 1. Why? First of all, why did I want to pass the exam? It all started when I wrote a blog how to create a deployment pipeline in AWS. CI/CD tooling is one of my interests and I wanted to know how this was done in the cloud. Before that, I also experimented with some of the Google Cloud services. So, I got this idea that I wanted to learn more about one of these cloud offerings. After some investigation, it was clear to me that AWS is still the major cloud vendor although Google Cloud and Azure are on the rise. However, I made the decision that it was wise to learn more about AWS services. Note, that I did not have any hands-on experience in cloud development before and certainly not with AWS. 2. Which Course? I wanted to learn by means of a course and searched for the best AWS Certified Developer – Associate courses. Quickly it appeared to me that the Ultimate AWS Certified Solutions Architect Associate 2022 by Stephane Maarek was the one I had to follow. At that time, it was the 2021 version though, but I will elaborate more on the timeline and time spent later on. The course covers most of the topics you need to know for the exam and you will have a good base of knowledge about 30 AWS services. The course is a mixture of explaining the services and hands-on exercises. It also comes with approximately 850 slides which you can use for studying and with one practice exam. The hands-on exercises are not documented and Stephane executes them very quickly. I used to execute the identical steps he was doing in my AWS account, but this meant that I had to play the video for some seconds, stop it, execute in in my environment, continue the video, stop it, etc. In the meanwhile, I also made notes in order that I was able to execute the exercise again when I wanted to without watching the video again. The course is regularly updated. This is a good thing, because the course is continuously improving and in line with what you need to know for the exam. I encountered one major update where some chapters were shifted. That was a bit confusing at first. Most of the time, only minor updates are done. 3. Hands-on After taking the course, I realized that I also needed some hands-on experience with AWS services. So, I made a list of topics which I wanted to explore more and I wrote nine blogs about it. My initial list was longer, but due to available time, I had to cut it off. How to Create an AWS EC2 VM How to Create an AWS ALB and ASG How to Deploy a Spring Boot App on AWS ECS Cluster How to Deploy a Spring Boot App on AWS Fargate How to Create an AWS CloudFormation Fargate Template AWS Lambda Versions and Aliases Explained By Example How to Secure AWS API Gateway With Cognito User Pool An Introduction to AWS Serverless Application Model An Introduction to AWS Step Functions Writing these blogs really helped me in understanding these topics much better. Also, while studying, I noticed that I did not have to put much effort in these topics anymore. 4. Timeline How much effort did it took me? To be honest, more than I initially expected. I started in March 2021 and my initial plan was to take the exam the latest in December 2021. In the end, I passed the exam in July 2022. In the paragraphs below, I will try to quantify this a bit more. Finishing the course took me about 60 hours in the period of time between March and April 2021. I was granted to spend this time during working hours. The duration of the course in Udemy indicates that it contains 27 hours of video, but as already said before, Stephane executes the hands-on exercises very quickly. Taking notes and trying to execute the same steps as he does, took me more than double the time of the length of the videos. In the meanwhile, I also tried to recap the slides of videos I had seen. But remember, these are 850 slides. It took me initially 10 to 12 hours. After the course, I started to write some blogs. I wrote nine blogs and for each blog it takes me between 8 to 16 hours to finish it. Approximately it took me 9 times 12 hours (as an average), which is 108 hours. I wrote the last blog in March 2022. I did not hurry with this. I wrote the blogs in the period of time between June 2021 and March 2022. In the meanwhile, due to some personal circumstances, I had to put the AWS exam on hold for awhile in order to give some priority to my personal life. This was solved somewhere mid June and I made up my mind to start studying again for the AWS exam. My goal was to take the exam before I would go on holiday end of July 2022. I recapped the slides 4 times, each time it took on average 10 hours. The course contains a practice exam which ressembles the real exam quite well. Taking the exam took me about an hour. After the exam, you can see how you score on certain topics and the answers are extensively documented. Checking the answers costed me between 30 and 60 minutes. I wanted to practice more exams and therefore I used the Practice Exams | AWS Certified Developer Associate 2022 by Stephane Maarek and Abhishek Singh. Practicing these exams gave me good feedback on which topics I knew and which ones needed more attention. I also started to read some topics in the AWS documentation in order to understand them better. I passed the first two exams with a score in the seventies, the others (after studying the slides again and reading some extra documentation) between 80% and 90%. For the last exams, there was not one topic with a bad score. That was the moment I knew I was ready for the exam. To conclude with, it took me about 250 hours to prepare for the exam. 5. Exam I scheduled the online exam at PSI. The exam took me about 2 hours to finish. The questions were more elaborate than the practice exams. There is just more text to read and you need to read the text carefully in order to be able to pick the correct answer. When you think more than one answer is correct, you probably missed something in the text. Do keep in mind that you will get some questions which are not covered in the course. In my case, there were three to four questions which did not ring a bell. Sometimes you will be able to guess the answer, sometimes you will not have a clue. So ensure you have passed the practice exams with a decent margin above the required 720 passing score. I was hoping to get the result immediately, but that was not the case. I received the good news the day after I took the exam :-) 6. Costs The course, practice exams and the exam itself are not free. Sometimes you can get a discount at Udemy. The course for example is about 125 euro, but I could purchase it for 12 euro. Nonetheless, when you need to pay the full price, the total amount you need to spend is a bit less than 400 euro. The AWS account itself is free. Almost all hands-on exercises can be executed within the free tier. 7. Conclusion Some words of wisdom to conclude with. I underestimated the time it would cost me to prepare for this exam. The AWS services are not extremely difficult to understand, it is the amount of services you need to know which makes it difficult. This was definitely one of the more challenging exams I took during my professional life.
September 13, 2022
by Gunter Rotsaert DZone Core CORE
· 4,037 Views · 1 Like
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How to Make Data Anomaly Resolution Less Cartoonish
Fixing broken data doesn’t have to be a game of whack-a-mole. Here’s how to speed up your data incident resolution
September 13, 2022
by Lior Gavish
· 3,968 Views · 3 Likes
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The Real Value of Microservices
Microservices architecture has established itself as a quasi-standard and is deployed in many projects. How do they influence the lifecycle of an application?
September 13, 2022
by Simon Martinelli
· 7,174 Views · 4 Likes
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