Aniruddha Chodhury's Projects
E-Signing of Loan Based on Financial History with ANN model
Developed an Machine learning model with Random Forest classifier after feature selection and hyper parameter tuning the model accuracy was 79.83% based on the financial habits of the customers in the Bank Database.
📢 Ready to learn or review your knowledge! You will learn 10 skills as data scientist: 📚 Python, Machine Learning, Deep Learning, Data Cleaning, EDA, python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Fast and flexible AutoML with learning guarantees.
Profile Repo
Microsoft AI
Aim — a super-easy way to record, search and compare AI experiments
Distributed TensorFlow training using Kubeflow on Amazon EKS
The open source version of the Amazon EKS user guide. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Anomaly detection related books, papers, videos, and toolboxes
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
This repositories will be for Reinforcement Learning and Augmented Learning
Declarative continuous deployment for Kubernetes.
GitOps manifests for an MLflow-based project template
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
Automated Machine Learning with scikit-learn
An AutoML system based on Keras
🔬 A curated list of awesome machine learning strategies & tools in financial market.
:snowflake: :whale: Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc
A curated list of awesome projects and resources related to Argo (a CNCF hosted project)
Curating a list of AutoML-related research, tools, projects and other resources
A curated list of automated machine learning papers, articles, tutorials, slides and projects
This repo includes plenty of references for Azure learning, especially for the Azure certs and Azure architecture, and any other learning materials e.g. security and automation topics.
A curated list of Blockchain projects for Artificial Intelligence and Machine Learning
A curated list of awesome computer vision resources
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent