Published in Refinitiv Developer Community·PinnedPortfolio Optimization using Qiskit and Eikon Data API1. Introduction Financial institutions are testing early use-cases of Quantum Technologies for NP-hard problems which are uncertain or difficult to optimize. In this article, we are going to make use of quantum computers for building an optimal portfolio out of FAANG (Facebook, Apple, Amazon, Netflix, Google) stocks using the mean-variance portfolio optimization…Refinitiv12 min readRefinitiv12 min read
Feb 22Is Cred Revolutionizing Credit Sector in India?CRED, a FinTech business run by Kunal Shah, will be simplified in this blog. Because of its marketing methods, design, user interface, experience, Kunal’s tweets, and absurd business model, CRED has gotten everyone’s attention (some believe it will never make money). Below are the different sections we will be covering…Credit Cards10 min readCredit Cards10 min read
Dec 23, 2022How to clear Google Cloud Professional Machine Learning Exam?Some helpful advice and pointers to pass GCP Machine Learning Exam Disclaimer: Views, thoughts, and opinions expressed in the blog belong solely to the author, and not necessarily to the author’s employer, organisation, committee or other group or individual. If you are on this page, then you belong to any…Gcp8 min readGcp8 min read
Dec 19, 2022Root Mean Squared Error & Root Mean Squared Logarithmic ErrorRoot Mean Squared Error (RMSE) and Root Mean Squared Logarithmic Error (RMSLE) are the techniques to find out the difference between the values predicted by your machine learning model and the actual values. To understand these concepts and their differences, it is important to know what Mean Squared Error (MSE)…Statistics5 min readStatistics5 min read
Dec 19, 2022How did I clear my AWS ML Specialty Certification on the first attempt?Some helpful advice and pointers to pass AWS Machine Learning-Specialty Exam Disclaimer: Views, thoughts, and opinions expressed in the blog belong solely to the author, and not necessarily to the author’s employer, organisation, committee or other group or individual. If you are on this page, then you belong to any…AWS7 min readAWS7 min read
Feb 15, 2021Quantum Random Number Generators (QRNGs) using Streamlit on AWSLet’s understand first, what are Random Numbers? Random number generation is a process that, often by means of a random number generator (RNG), generates a sequence of numbers or symbols that cannot be reasonably predicted better than by a random chance. Random number generators can be truly random: 1. Hardware Random Number Generators (HRNGs)- Generate…Qiskit9 min readQiskit9 min read
Published in Analytics Vidhya·Apr 6, 2020Using PyGithub to Find which Countries contribute to Major ProjectsThere are currently around 40 million users and more than 100 million repositories. Among these 100 million, there are repositories that stand out for their great engagement and support from large companies like Google and Facebook. One of the most interesting points of this engagement is the way of seeking…Python4 min readPython4 min read
Published in FAUN Publication·Mar 18, 2020MLFlow on Google Cloud PlatformRunning mlflow on Google Compute Engine VM and logging artifacts on Google Storage Bucket — In a process of tuning an ML model, it is important to keep track of the results of experiments, hyperparameters and trained models. MLflow, developed by Databricks, is a platform that allows us to conveniently store these things and share the progress with your collaborators. The framework introduces 3 distinct…Mlflow7 min readMlflow7 min read
Aug 16, 2019Building a Convolutional Neural Network: Male 👨 vs Female 👩Leveraging Convolutional Neural Networks (CNNs) — In this blog, we are going to classify images using Convolutional Neural Network (CNN), and for deployment, you can use Colab, Kaggle or even use your local machine since the dataset size is not very large. At the end of this, you will be able to build your own…Machine Learning9 min readMachine Learning9 min read
Apr 22, 2019Build your first Machine Learning Model using TensorFlowWelcome to this article where you will learn how to train your first Machine Learning model using TensorFlow and use it for Predictions! As the title suggests, this tutorial is only for someone who has no prior understanding of how to use a machine learning model. The only pre-requisite for…Machine Learning10 min readMachine Learning10 min read
