Pavan P Agarwadekar's Projects
Python demo projects
500 AI Machine learning Deep learning Computer vision NLP Projects with code
A SageMaker pipeline that generates a classification model and trains diabetic patients data from S3 using Data Wrangler. The pipeline uses both an algorithm from a custom container and a SageMaker container.
Source code of the Apache Airflow Tutorial for Beginners on YouTube Channel Coder2j (https://www.youtube.com/c/coder2j)
Use SageMaker's DeepAR algorithm to continuously develop store inventory forecasts in response to changing data.
Example š Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using š§ Amazon SageMaker.
MLOps workshop with Amazon SageMaker
ML deployment with CICD
The AWS Lambda Developer Guide
Machine Learning University: Accelerated Tabular Data Class
Resource files for my course on the AWS Machine Learning Specilty certification exam.
Connecting our AWS IoT Core to Raspberry Pi to Send Messages Back & Forth.
Edge Inference in Browser with Transformer NLP model
Deploy your machine learning models with Flask or Voila
Predicting customer purchases using ML model
data pipeline
For extensive instructor led learning
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
Data Engineering YouTube Analysis Project by Darshil Parmar
This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.
Deploying fbprophet app
Mimicking an e commerce store using HTML, CSS , Javascript and JQuery
This project is a complete end to end project with HTML, CSS, Flask and Python Code which can now be deployed to production.
This solution predicts flight delays based on factors such as route, airport congestion, airline efficiency etc. using a trainable ML model.
Now you can get Flight ticket fare with this wonderful end to end project.