A Practical Implementation of the Faster R-CNN Algorithm for Object Detection (Part 2 – with Python codes)
Introduction Which algorithm do you use for object detection tasks? I have tried out quite a few of them in my quest to build …
python
Top 5 Machine Learning GitHub Repositories & Reddit Discussions (October 2018)
Introduction “Should I use GitHub for my projects?” – I’m often asked this question by aspiring data scientists. There’s only one answer to this …
Stock Prices Prediction Using Machine Learning and Deep Learning Techniques (with Python codes)
Introduction Predicting how the stock market will perform is one of the most difficult things to do. There are so many factors involved in …
5 Amazing Machine Learning GitHub Repositories & Reddit Threads from September 2018
Introduction Welcome to the September edition of our popular GitHub repositories and Reddit discussions series! GitHub repositories continue to change the way teams code …
Text Mining 101: A Stepwise Introduction to Topic Modeling using Latent Semantic Analysis (using Python)
Introduction Have you ever been inside a well-maintained library? I’m always incredibly impressed with the way the librarians keep everything organized, by name, content, …
Reinforcement Learning Guide: Solving the Multi-Armed Bandit Problem from Scratch in Python
Introduction Do you have a favorite coffee place in town? When you think of having a coffee, you might just go to this place …
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 …
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 …
