Software Developer | Python | Machine Learning | Karate Player
Recently I created a Tensorlfow model, which is trained on GPU (on Google Colab). Then I thought of deploying it using Flask web framework. I wrote the Flask application which load the model(.h5) file and predict the predictions. But When I run that...
Before deploying the web-app to production, it's always a good practice to test it on different devices. Like, Test the responsiveness of your web-app on mobile. So for this, we need a public-url, So that we can access that web-app from our mobile-ph...
Those who are not aware about 'Cosine Similarity'. I would suggest them to spend 5-10 mins in reading this blog. So that we have a basic Idea. https://sumanshunankana.hashnode.dev/what-is-cosine-similarity-and-where-we-can-use-it-with-basic-example ...
May be most of the people aware - what is 'Github gist'. But I was not aware and explore it recently. So thought of sharing few details with others. if you want to share your code or some writing - What are the options you have? Either you share v...
In start of 2021 - Bernie Sanders Chair Meme gets viral. This gives me an idea - Can I use python to add my_image with Sir Bernie Sanders image ? I though, we can do this via Matplotlib & Numpy libraries. Because we have to arrange the images in some...
Before diving directly into technical definition, let's take few scenarios. Scenario 1 If I share two documents or two text files - which has few sentences in it. How will you identify whether both documents related with same topic or different topic...
When you write any python code (Especially Web-Framework be it in Flask & Django) and run locally on Terminal/Command-line - We can't use particular terminal window. if we want to run any other commands, we have to open other terminal; like below. Le...
Let's see a very simple case scenario (Where we have only 1 instance of application) In which Developer write the Code and Deploy into a Production (i.e. put the code into a Public Server), so that all users can access. if number of users who are ac...
In our last blog, we see the Kubernetes and it's main components. https://sumanshunankana.hashnode.dev/kubernetes-and-its-main-components-in-a-layman-term Now we will see all those components in practical in GKE (Google Kubernetes Engine) Logon ...