Before I share my observations let me tell you how it all started. I am building a site named piptrends.com to compare python packages downloads and their GitHub Statistics. You might say why? Whenever I research which python package I Continue Reading
Python
Debugging Flask application within a Docker container using VSCode
Read Slides → Watch Video → Recently I learned docker for a project purpose liked it very much. You might be thinking come on ashok who doesn’t like Docker. True. So I built a docker image for my product and Continue Reading
How to write your own Redis key expire listener in Python
Right now we are building Chatbot for our company which will work as a stateless API where it gives response based on the user message. For managing chat conversations, workflow, session and all other stuff we built an application using Continue Reading
My Pandas Cheat Sheet for Data Science in Python
Recently I worked most of the time on the data creation part for our model creation at that time I used pandas a lot. I used some functions a lot to complete my task. Let me share them with you Continue Reading
Write/Convert Nested JSON data to CSV for specific/subset keys(headers)
Currently, I am working on a Machine Learning project with my colleagues where we don’t have much data to train the model so we scrapped data from multiple places and kept in JSON format because sometimes we get data for Continue Reading
Debug your Flask(Python) web application using Visual Studio Code
There are several articles for helping us to learn how to debug flask applications in Visual Studio Code but they all didn’t help me at all because of one mistake. I hope this article will help some people like me Continue Reading
Building Digit prediction web application using TensorFlow with Keras and Flask
This post will give you an idea about how to build a web application which predicts digit in the image uploaded. We are going to use the model which we have already for predicting digits which was trained on MNIST Continue Reading
Build the MNIST model with your own handwritten digits using TensorFlow, Keras, and Python
This post will give you an idea about how to use your own handwritten digits images with Keras MNIST dataset. If you don’t know how to build a model with MNIST data please read my previous article. Recently one guy Continue Reading
Deploy your First Deep Learning Neural Network Model using Flask, Keras, TensorFlow in Python
Recently I built a deep learning model for my company predicting whether the user buys a car or not if yes then which car with good accuracy. Gave demo to CEO & business team everyone got excited about it. We Continue Reading
Handwritten Digit Prediction using Convolutional Neural Networks in TensorFlow with Keras and Live Example using TensorFlow.js
Whenever we start learning a new programming language we always start with Hello World Program. Likewise, most AI/ML developers say “Just like programming has Hello World, machine learning has MNIST”. Like everyone, I wanted to start from there. In fact, Continue Reading