Improving Neural Networks – Hyperparameter Tuning, Regularization, and More (deeplearning.ai Course #2)
Introduction Building that first model – isn’t that what we strive for in the deep learning field? That feeling of euphoria when we see …
Deep Learning
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 …
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 …
A Computer Vision Approach to Hand Gesture Recognition
Introduction Soldiers communicate with each other through gestures. But sometimes those gestures are not visible due to obstructions or poor lighting. For that purpose, …
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 …
An Introductory Guide to Deep Learning and Neural Networks (Notes from deeplearning.ai Course #1)
Introduction Having a solid grasp on deep learning techniques feels like acquiring a super power these days. From classifying images and translating languages to …
Deep Learning in the Trenches: Understanding Inception Network from Scratch
Introduction Deep learning is rapidly gaining steam as more and more research papers emerge from around the world. These papers undoubtedly contain a ton …
A Step-by-Step Introduction to the Basic Object Detection Algorithms (Part 1)
Introduction How much time have you spent looking for lost room keys in an untidy and messy house? It happens to the best of …
The Winning Approaches from codeFest 2018 – NLP, Computer Vision and Machine Learning!
Introduction Analytics Vidhya’s hackathons are one of the best ways to evaluate how far you’ve traveled in your data science journey. And what better …
Heroes of Deep Learning: Top Takeaways for Aspiring Data Scientists from Andrew Ng’s Interview Series
Introduction Andrew Ng is the most recognizable personality of the modern deep learning world. His machine learning course is cited as the starting point …
