Nuts & Bolts of Reinforcement Learning: Model Based Planning using Dynamic Programming
Introduction Deep Reinforcement learning is responsible for the two biggest AI wins over human professionals – Alpha Go and OpenAI Five. Championed by Google …
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Jupytext lets you use Jupyter Notebooks as Julia, Python and R Scripts or Markdown documents!
Overview Jupytext allows you to save and read Jupyter notebooks in customizable formats The Jupyter notebooks can be converted to scripts (Juila, Python and …
Deep Learning Tutorial to Calculate the Screen Time of Actors in any Video (with Python codes)
Introduction When I started my deep learning journey, one of the first things I learned was image classification. It’s such a fascinating part of …
The 5 Best Machine Learning GitHub Repositories & Reddit Threads from August 2018
Introduction When I started using GitHub early last year, I had never imagined how useful it would become for me. Initially I only used …
Build High Performance Time Series Models using Auto ARIMA in Python and R
Introduction Picture this – You’ve been tasked with forecasting the price of the next iPhone and have been provided with historical data. This includes …
A Simple Introduction to Facial Recognition (with Python codes)
Introduction Did you know that every time you upload a photo to Facebook, the platform uses facial recognition algorithms to identify the people in …
A Hands-On Guide to Automated Feature Engineering using Featuretools in Python
Introduction Anyone who has participated in machine learning hackathons and competitions can attest to how crucial feature engineering can be. It is often the …
A Practical Introduction to K-Nearest Neighbors Algorithm for Regression (with Python code)
Introduction Out of all the machine learning algorithms I have come across, KNN has easily been the simplest to pick up. Despite it’s simplicity, …
NVIDIA Open Sourced a Video-to-Video Translation Technique using PyTorch – and it is Super Impressive
Overview Researchers from NVIDIA have pioneered a novel approach that does video-to-video translation They have released a PyTorch implementation of the technique on GitHub The …
How the Data Science Team at Netflix uses Jupyter Notebooks
Overview The Netflix data team has penned down a blog on how they use Jupyter Notebooks There are broadly three use cases: data access, …
