Ravish ChawlainML 2 VecLearning Insincerity of Quora Questions using LSTM NetworksIn this project, I do a beginning-to-end exploration of a dataset from Quora, from data preprocessing to training a Self Attention Network.Mar 26, 2020Mar 26, 2020
Ravish ChawlainML 2 VecTraining Dual Reinforcement Learning Agents to learn to play TennisIn the previous post on Reinforcement Learning, I went over Value based methods for learning an environment’s actions. In this follow up…Dec 6, 2019Dec 6, 2019
Ravish ChawlainML 2 VecReinforcement Deep Q Learning for playing a game in UnityIn this project, we will explore Value Based methods for Reinforcement learning, with Deep Q Learning to learn to play a simple game. We…Sep 27, 20191Sep 27, 20191
Ravish ChawlainML 2 VecUsing Regression modeling to predict purchasing habits at StarbucksIn this post, I will analyze the Starbucks Dataset using the CRISP-DM Process. I will aim to answer a few business questions, by exploring…Jun 24, 20192Jun 24, 20192
Ravish ChawlainML 2 VecData Analysis on the AirBnb DatasetIn this post, I will be analyzing the AirBnB Dataset using visualizations and learning models, using the CRISP-DM process.Feb 25, 20191Feb 25, 20191
Ravish ChawlainML 2 VecTuning a LSTM to reduce variance on a Yelp Dataset for Sentiment ClassificationIn this post, we will be training a LSTM (Long-Short-Term-Network), which is a type of RNN to classify text data from Yelp reviews. During…Jun 27, 20182Jun 27, 20182
Ravish ChawlainML 2 VecIntro to PyTorch with image classification on a Fashion clothes datasetIn this post, I want to introduce one of the popular Deep Learning frameworks, PyTorch, by implementing a simple example of a Convolutional…May 1, 20183May 1, 20183
Ravish ChawlainML 2 VecData Transformation and Visualization on the Youtube dataset using SparkSpark is an Open Source project for data processing, built to make iterative Map Reduce operations faster. Hadoop, although very popular…Apr 17, 2018Apr 17, 2018
Ravish ChawlainML 2 VecCleaning Data for Machine LearningOne of the first things that most data engineers have to do before training a model is to clean their data. This is an extremely important…Nov 9, 2017Nov 9, 2017
Ravish ChawlainML 2 VecUsing Word2Vec to analyze Reddit CommentsIn this post, I am going to go over Word2Vec. I will talk about some background of what the algorithm is, and how it can be used to…Sep 12, 20172Sep 12, 20172
