Johannes Frey

30/06/2023

💥 GraphQL - Should You Use It For Your Next Project? 💥

GraphQL - Should You Use It For Your Next Project? In this video, we're going to be discussing exactly that!GraphQL is a query language for APIs that has blo...

19/06/2023

💥 Transposed Convolutions Explained: A Fast 8-Minute Explanation 💥

Transposed convolutions are a basic building block for many computer vision tasks like for example image segmentation. Some well-known deep learning models l...

18/06/2023

💥 5 Habits of Successful Software Engineers 💥

Discover the key habits that can transform you into a successful software engineer! I, a software engineer with over 15 years of experience, share five essen...

20/11/2022

Working as Freelance Developer - The Good, Bad, and Ugly. Working as a freelance developer has its upsides but also downsides. I'd like to share my experienc...

20/11/2022

💥 𝗪𝗼𝗿𝗸𝗶𝗻𝗴 𝗮𝘀 𝗙𝗿𝗲𝗲𝗹𝗮𝗻𝗰𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 - 𝗧𝗵𝗲 𝗚𝗼𝗼𝗱, 𝗕𝗮𝗱, 𝗮𝗻𝗱 𝗨𝗴𝗹𝘆 💥

I've recently created a video sharing my experiences working as a freelance developer for about 7-8 years.

Maybe someone will find this interesting 😊

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Working as Freelance Developer - The Good, Bad, and Ugly. Working as a freelance developer has its upsides but also downsides. I'd like to share my experienc...

29/04/2021

💥 𝐇𝐨𝐰 𝐓𝐨 𝐔𝐩𝐥𝐨𝐚𝐝 𝐚 𝐃𝐨𝐜𝐤𝐞𝐫 𝐈𝐦𝐚𝐠𝐞 𝐓𝐨 𝐃𝐨𝐜𝐤𝐞𝐫 𝐇𝐮𝐛 [+𝐃𝐨𝐜𝐤𝐞𝐫 𝐓𝐚𝐠 𝐄𝐱𝐩𝐥𝐚𝐢𝐧𝐞𝐝] 𝐢𝐧 𝐮𝐧𝐝𝐞𝐫 5𝐦𝐢𝐧 💥

In today's video, I will show to how to correctly tag, upload and publish your docker images to docker hub.

Docker hub is integrated into docker and makes it possible to share your docker images with the community or your friends...
🔥 Check out this video: https://youtu.be/jH8DDDHf9ls🔥

In today's video, I will show to how to upload and publish your docker images to docker hub. Docker hub is integrated into docker and makes it possible to sh...

31/01/2021

💥 𝗧𝗼𝗽 𝟲 𝗗𝗼𝗰𝗸𝗲𝗿 𝗕𝗲𝘀𝘁 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲𝘀 𝗬𝗼𝘂 𝗦𝗵𝗼𝘂𝗹𝗱 𝗞𝗻𝗼𝘄 𝗔𝗯𝗼𝘂𝘁 💥

Even tho DevOps is not a primary skill many data scientists need, in my opinion, you should at least know the basics.

There are many use cases in which knowing how docker works comes in handy.

For example when you would like to use some cloud provider like AWS or google to deploy your machine learning models since all those platforms make extensive use of docker.

🔥 Check out this video: https://youtu.be/1vHFhR-_M5o ‼🔥

Docker is truly amazing and powerful and there are several things that you should be aware of when using docker. The docker best practices.Even tho DevOps is...

14/01/2021

💥 𝗛𝗼𝘄 𝘁𝗼 𝗽𝘂𝘁 𝘆𝗼𝘂𝗿 𝗣𝘆𝘁𝗵𝗼𝗻 𝗠𝗟-𝗪𝗲𝗯𝘀𝗲𝗿𝘃𝗶𝗰𝗲 𝗶𝗻𝘁𝗼 𝗗𝗼𝗰𝗸𝗲𝗿 💥

Hey everybody... Docker is super awesome for deploying your Python ML Webservices.
I've just uploaded a new video explaining how to put your python web service into docker and run it.

I hope you like it 😊

🔥 https://youtu.be/bDWD-W5AHoU 🔥

The real beauty with Docker is that you can easily create your own docker images.You can use those Docker Images to bundle Python Webservices and other softw...

10/01/2021

💥 Learn how to do image segmentation by adapting a pre-trained Deep Learning Model in Python. 𝗖𝗵𝗲𝗰𝗸 𝗶𝘁 𝗼𝘂𝘁 😊‼️

Learn how to do image and video segmentation using a state of the art deep learning model. We will use a pre-trained deep neural network that we are going to...

07/01/2021

💥𝗛𝗼𝘄 𝘁𝗼 𝘂𝘀𝗲 𝗱𝗼𝗰𝗸𝗲𝗿 𝘁𝗼 𝗾𝘂𝗶𝗰𝗸𝗹𝘆 𝘀𝗲𝘁 𝘂𝗽 𝗮 𝗱𝗮𝘁𝗮 𝘀𝗰𝗶𝗲𝗻𝗰𝗲 𝗲𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁❗

With the things shown in this tutorial, you could build your own small environment for machine learning, deep learning, or every other software development task by using docker... and all without the need of installing everything locally on your machine.

🔥 I uploaded a new video... I hope you like it :) 🔥

Docker is super versatile and in my opinion, everybody working in software development and machine learning should know how to use it. In this video, I will ...

04/01/2021

💥𝗪𝗵𝗮𝘁 𝗶𝘀 𝗱𝗼𝗰𝗸𝗲𝗿, 𝗵𝗼𝘄 𝗱𝗼𝗲𝘀 𝗶𝘁 𝘄𝗼𝗿𝗸 𝗮𝗻𝗱 𝘄𝗵𝘆 𝘀𝗵𝗼𝘂𝗹𝗱 𝗜 𝗰𝗮𝗿𝗲❓❗❓

In professional Software Development docker is a must-have but especially in the areas of data science and machine learning, it is not that widely adapted and I really believe that has to change because docker brings many benefits.

I just uploaded a video that answers that.. hope you like it 😊
🔥 https://youtu.be/sPvzedb1lVc 🔥

Docker is an awesome tool and in this video, I want to show you why, how it works, and why you should strongly consider learning and using it.In professional...

03/12/2020

Nice! AWS Lambda now has Docker support!

https://aws.amazon.com/blogs/aws/new-for-aws-lambda-container-image-support/

With AWS Lambda, you upload your code and run it without thinking about servers. Many customers enjoy the way this works, but if you’ve invested in container tooling for your development workflows, it’s not easy to use the same approach to build applications using Lambda. To help you with that, ...