2 days agoBuild FastAPI really fast !!Part 3: Creating GET, POST, PUT, DELETE requests Requests interact with your database and perform a requested action, whether it is to fetch, add, change or delete records in database. In this post, I will show you how to create requests, for reference on endpoint creation please visit my previous…Fastapi3 min read
May 13Build FastAPI really fast !!Part 2: Concepts needed to build routes — The client facing part of a building an API is its endpoint. While defining an endpoints name router based on the data attributes it will deliver. endpoint should be clear and non-redundant to reduce any conflict with HTTP Client. The most popular HTTP client is your browser itself (Firefox, Safari)…Fastapi2 min read
May 12Build FastAPI really fast !!Part 1: Getting started with FastAPI — Over the years, I had explored multiple API frameworks — there is always a lot of options to choose from based on your business case. If your language of choice is Python, then you are battling with Flask Vs. FastAPI frameworks. For me, choice was straightforward as my plan was…Fastapi3 min read
Nov 8, 2020Build a classifier to predict label of unknown cases based on known dataA Machine Learning approach using Python (sklearn-KNeighborsClassifier) Classification is a supervised learning model. Using classification, we can categorize unknown items into a discrete set of categories and “classes”. Most common use cases of classification algorithms: loan default classification (Which customers will have problem repaying loans) To predict a category where…Machine Learning3 min read
Oct 30, 2020Build Multiple Linear Regression using sklearn (Python)Multiple linear regression is used to predict an independent variable based on multiple dependent variables. In this article, I would cover how you can predict Co2 emission using sklearn (python library) + mathematical notations . Why do we use Multiple Linear Regression ? To identify strength of the effect of…Regression3 min read
Oct 17, 2020Mathematical Notations for Machine Learning (Markdown)Learning to write Mathematical notations is critical, when you are taking a note in your Machine Learning classes or building a custom ML algorithm. Advantage of Markdown approach: you may use any IDE to write Markdown. This article is focused on how to write mathematical notations for ML. So, I…Machine Learning3 min read
Oct 15, 2020Organize your React project for improved productivityReact is an amazing JavaScript library to build data science applications. Some times the number of JS files and CSS files you create can be cumbersome especially, when your application gets complex. I use PyCharm for all my projects. PyCharm is a brilliant IDE for building React applications. Here are…React2 min read
Jul 11, 2020Societal changes needed to effectively leverage online learningThere are has been a great deal of discussion happening on online learning and it’s effectiveness. COVID — 19 accelerated this transformation. Now more students and professionals are looking to acquire new skills online. …Learning3 min read
Apr 18, 2020How trade-offs effect policy makingWhat processes can ensure policy risk mitigation Policy making is critical to any institution / governing body to ensure the systems attain their intended outcomes. How do we assess that the policy is properly designed ? How do we address intangible consideration ? In this blog, I would like to…3 min read
