Sankalpa Dutta's Projects
Artificial Intelligence for Humans
The Data Engineering Cookbook
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Python
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Now you can get Flight ticket fare with this wonderful end to end project.
R based marketing attribution and basic budget optimization using Markov Chains
Companion repository for the book Building Machine Learning Powered Applications
Public repo for DeepLearning.AI MLEP Specialization
Python best practices
Online resources for Python Crash Course (Second Edition), from No Starch Press
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
All Algorithms implemented in Python
Python training for business analysts and traders
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.
Continuous Machine Learning Training and Deployment on AWS SageMaker
AWS Serverless Application Model (SAM) is an open-source framework for building serverless applications
Stock Price Prediction case study using Keras
This is a sudoku solver using the backtracking algorithm. It includes a graphical GUI as well as a text based version.
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
Example project for the course "Testing & Monitoring Machine Learning Model Deployments"
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