Tag: data science
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How to Render a Panda Data Frame as HTML
Sometimes it might be useful to convert a Panda Dataframe to HTML. For instance, you might want to render a panda data frame inside a web page, outside Jupyter Notebook. You can do this by calling the df.to_html() function. Where df is the Panda data frame that you would like to render. Let’s first create […]
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Nvidia Announces a new ARM CPU and More GPUs for Deep Learning
This is a quick article to discuss what was announced at Nvidia’s GTC Keynote. There is a lot to cover, but I am only going to focus on some key topics. Gaming GPUs First, let’s talk about GPUs. There were no new gaming GPUs announced and there is no successor yet to the Ampere architecture. […]
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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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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 […]