Month: February 2021
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Is the new Nvidia RTX 3060 good for beginners in Deep Learning, and is the crypto mining ban going to help?
Based on pure specs alone, the new Geforce RTX 3060 is a brilliant budget proposition for anyone looking to get into Deep Learning. It has plenty of CUDA cores(3584) and 12GB of GDDR6 memory. With the added benefit that you can also use it for gaming too if that’s something you fancy. And finally, I […]
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How to create a Panda Dataframe from an HTML table using pandas.read_html
It is possible to use Panda Dataframes to scrape directly an HTML table from a URL. This can be incredibly useful and a quick way to extract useful data, when you are in a hurry. To see how valuable it is, let’s use a concrete example. Imagine that we want to scrape some information about […]
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Tensorflow Object Detection API – Custom Image Classification — Can I detect if a painting is a nativity painting?
Can I teach an AI model using Tensorflow Object Detection API, how to identify the theme of a painting? The only way to find out is by trying! And I think you might be surprised by the outcome of this experiment. But, I am going to narrow down my problem. I want to identify if […]
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Read CSV File using Python pandas.read_csv() and write to CSV file using pandas.write_csv()
Reading a CSV with Python and the panda library, from a file is a very simple, and something that you are likely going to have to do many times during your career as a data scientist. As an example lets read an image dataset I gathered of all the paintings I could find about the […]
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How to make a bootable Windows 10 USB stick on a Mac the easy way
You are here because you want to create a USB stick to install Windows 10 but you only have a Mac at home. You have tried every different method imaginable and nothing seems to work. After a lot of trial and error, I have found a straightforward method that works every time. The only drawback […]
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How to do a redirect from HTTP to HTTPS with Google Kubernetes Engine Ingress
Photo by Rajeshwar Bachu on Unsplash Google Kubernetes Engine(GKE) Ingress(gce-ingress), as of the date of this article, does not allow you to configure any redirects directly in the ingress. Until recently you couldn’t even configure the Load Balancer associated to the Ingress to do simple HTTPS redirects. That functionality was added not long ago, to […]
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Tensorflow 2 Object Detection API Tutorial with a GPU in Windows 10
Hello there! Today I will be completing the Tensorflow 2 Object Detection API Tutorial on my new Windows PC. I have already set up my development environment so I can already run Tensorflow 2.4 with Python 3.8 and using Anaconda. Also, I have added GPU support to Tensorflow because I have installed all the Nvidia […]