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100-days-of-code-the-complete-python-pro-bootcamp

Master Python by building 100 projects in 100 days. Learn data science, automation, build websites, games and apps!

campus_recuritment_prediction_ml_project

This project gives prediction whether the students in the dataset are eligible for campus recruitment using various machine learning regression algorithms.

cd0385-exercise-files

extracting-text-from-image-using-azure-cognitive-services

This project Extracts Text from Images (OCR Recognition) by using the Azure Cognitive Services - Computer Vision API.

gesture_recognition_using_raspberry_pi

In this project various gestures and standard sign languages were recognized using OpenCV and Mediapipe library of ML recognition algorithm and they were implemented on the Raspberry Pi's Raspbian OS.

machine-learning-clustering_algorithms-lab

This repository contains the Lab practices of Machine Learning performed in Jupyter Notebook using python language. This repo consists of Clustering algorithms like K-Means and Hierarchical to perform unsupervised method on the given dataset.

machine-learning-decision-tree-lab

This repository contains the Lab practices of Machine Learning performed in Jupyter Notebook using python language. This repo consists of Decision Tree Classifier model to classify the given data.

machine-learning-eda_data-processing-lab

This repository contains the Lab practices of Machine Learning performed in Jupyter Notebook using python language. This repo consists of EDA and the Data pre-processing methods.

machine-learning-knn-svm-lab

This repository contains the Lab practices of Machine Learning performed in Jupyter Notebook using python language. This repo consists of KNN and SVM Classification models to perform classification on the iris dataset.

machine-learning-linear-regression-lab

This repository contains the Lab practices of Machine Learning performed in Jupyter Notebook using python language. This repo consists of Simple and Multiple Linear regression models to perform regression on the given datasets.

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

permanent_magnet_temperature_prediction_ml_project

This project gives prediction on the permanent magnet motor temperature w.r.t. the factors affecting the electric motor using various machine learning regression algorithms.

rfid-door-lock-system

Code for RFID door lock system using Arduino UNO

starbucks-capstone-challenge

Starbucks Capstone Project aimed at predicting customer response to various offers and enhancing promotional app offerings for users.

udacity-build-ml-workflow-for-scones-unlimited-on-aws-sagemaker

ML Workflow For Scones Unlimited On Amazon SageMaker. This project is based on CIFAR 100 dataset to classify motorcycles and bicycles. Worked on Sagemaker Studio, ETL process, Model training, Model deploy and endpoint, Lambda functions, Step functions, Model loading and visualization of Model Monitor.

udacity-image-classification-using-aws-sagemaker

Dog breed classification using AWS Sagemaker to finetune a pretrained model that can perform image classification. Used Sagemaker profiling, debugger, hyperparameter tuning and other good ML engineering practices to finish this project.

udacity-operationalizing-an-aws-ml-project

Udacity MLE Nanodegree Project 4 - Operationalizing an AWS ML Project

udacity_bike_demand_prediction_project