InML 2 VecbyRavish Chawla·May 4Four Lessons From Building a Real AI AgentIn my last post, I walked through the process of building agents with the Claude Agent SDK using Tools, Permissions, Hooks and a templated…
InML 2 VecbyRavish Chawla·Apr 29A Practical guide to building AgentsA practical walkthrough of the Claude Agent SDK, and a small framework for keeping agents from misbehaving.
InML 2 VecbyRavish Chawla·Mar 26, 2020Learning 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.
InML 2 VecbyRavish Chawla·Dec 6, 2019Training 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…
InML 2 VecbyRavish Chawla·Sep 27, 2019Reinforcement 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…A response icon1A response icon1
InML 2 VecbyRavish Chawla·Jun 24, 2019Using 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…A response icon2A response icon2
InML 2 VecbyRavish Chawla·Feb 25, 2019Data Analysis on the AirBnb DatasetIn this post, I will be analyzing the AirBnB Dataset using visualizations and learning models, using the CRISP-DM process.A response icon1A response icon1
InML 2 VecbyRavish Chawla·Jun 27, 2018Tuning 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…A response icon2A response icon2
InML 2 VecbyRavish Chawla·May 1, 2018Intro 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…A response icon3A response icon3
InML 2 VecbyRavish Chawla·Apr 17, 2018Data 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…
