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Created about 3 years ago
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Pradnya1208

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The purpose of this project is to detect the squat angles which will be helpful for the fitness instructors to provide corrective advice where appropriate.

Telecom-Customer-Churn-prediction

Customers in the telecom industry can choose from a variety of service providers and actively switch from one to the next. With the help of ML classification algorithms, we are going to predict the Churn.

Jupyter Notebook

Time-series-forecasting-using-Deep-Learning

The goal of this notebook is to implement and compare different approaches to predict item-level sales at different store locations.

Jupyter Notebook

Bitcoin-Price-Prediction-using-ARIMA

Bitcoin price prediction using ARIMA Model.

Jupyter Notebook

Food-Delivery-Chatbot

🍱 The aim of this project is to build a chatbot for a food delivery app client.

Jupyter Notebook

Drawing-recognition-using-CNN-and-flask

This is a Drawing application that uses a Convolutional Neural Network Model to classify drawings made by the user.

Jupyter Notebook

Similar-product-recommendation-system-using-CNN

In this repository, we have implemented the CNN based recommendation system for finding similar products.

Jupyter Notebook

Dimensionality-Reduction-Techniques

The goal of this project is to understand and build various dimensionality reduction techniques.

Jupyter Notebook

Visualizing-data-using-the-embedding-projector-in-Tensorboard

In this project, we are going to analyze and graphically represent high dimensional embeddings using the TensorBoard Embedding Projector.

Parkinsons-disease-prediction-using-CNN

The objective of this projects is to build a CNN model to accurately detect the presence of Parkinson’s disease in an individual.

Jupyter Notebook

Image-Caption-Generator

The aim of this project is to build an Image caption Generator using VGG16 model along with transfer learning and Fine-tuning. Checkout the result at: https://www.linkedin.com/posts/pradnya-patil-b049161ba_mittikerang-deeplearing-rnn-activity-6761079847793123329-P_2z

Book-Recommendation-System--Traditional-approach

This project aims to build a Book recommendation system using methods such as Model, Collaborative, and Content-based filtering.

Jupyter Notebook

Credit-card-fraud-detection-using-ensemble-learning-predictive-models

The Aim of this project is used to identify whether a new transaction is fraudulent or not.

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Walmart-store-sales-prediction

This project aims to forecast the weekly sales of Walmart stores across the USA.

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Classification-of-Cancer-images-using-CNN

The goal of this project is to classify cancerous images (IDC : invasive ductal carcinoma) vs non-IDC images.

Jupyter Notebook

Web-Traffic-Time-Series-Forecasting

This project aims to forecast the future web traffic for approximately 145,000 Wikipedia articles.

Jupyter Notebook

Snake-Game-using-Deep-Reinforcement-Learning

🐍 The Project is based on Reinforcement Learning which trains the snake to eat the food present in the environment.

Jupyter Notebook

CNN-Architectures

The aim of this project is to implement/use pretrained popular architectures such as VGG16, VGG19, ResNet, AlexNet etc.

Jupyter Notebook

AI-Virtual-Paint-App

The aim of this project is to create a virtual painter using computer vision.

Python

Scraper-for-Ragas-in-Hindustani-Classical-Music

Jupyter Notebook

Cross-Validation-techniques

This project aims to understand and implement all the cross validation techniques used in Machine Learning.

Jupyter Notebook

Pruning-Decision-Trees

The objective of this project is to understand and implement the most commonly used Tree-pruning methods, Pre-pruning and Post-pruning.

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Loan-approval-prediction

It is a classification Problem where we are supposed to predict whether a loan would be approved or not.

Jupyter Notebook

Credit-Card-Fraud-Detection-Using-Neural-Networks

The aim of this project is to identify fraudulent credit card transaction using Neural Networks.

Jupyter Notebook

Pradnya1208/Squats-angle-detection-using-OpenCV-and-mediapipe_v1

Pradnya1208

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