Dhruv Pratap Singh's Projects
Machine Learning Toolkit for Kubernetes
Simple scripts and instructions for getting the most out of your kubernetes cluster. Includes scripts for Charmed Kubernetes and Microk8s.
A collection of machine learning examples and tutorials.
Customizable admin dashboard template based on Angular 10+
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
CS224n (2017) assignment1 coding problems
PipelineAI Kubeflow Distribution
Repo for Udacity's Secure & Private AI course
A library for encrypted, privacy preserving deep learning
Quantitative Finance
A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.
Exploring the simple sentence similarity measurements using word embeddings
An air travel dataset consisting of user reviews from Skytrax (www.airlinequality.com)
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
💯 Materials to help you rock your next coding interview
"Deep Learning with TensorFlow" LiveLessons
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
Ipython notebooks for math and finance tutorials
Examples
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker