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ai_assignment

amazon-transcribe-comprehend-podcast

A demo application that transcribes and indexes podcast episodes so the listeners can explore and discover episodes of interest and podcast owners can do analytics on the content over time. This solution leverages Amazon Transcribe, Amazon Comprehend, Amazon ElasticSearch AWS Step Functions and AWS Lambda.

anomaly-detection-using-autoencoder

Detecting the anomalous periods of behaviour in the time series data using Autoencoder

awesome-courses

:books: List of awesome university courses for learning Computer Science!

cancer_detection

Comparing SVM and Decision tree in detecting cancer

code_snippets

creditcard_fraud_detection

Detecting the fraudulent credit card transactions using Random Forest Classifier

customer_analytics_cltv_prediction

Predicting the customer life time value based on the retail dataset

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

house_price_regression

Built a model using Xgboost and Lightgbm to estimate the housing prices

implementation-of-arima-model

Predictions in time series data using ARIMA model

ml_collections

ML Collections is a library of Python Collections designed for ML use cases.

mnist_handdigit_recognition

Implementation of image augmentation in keras to achieve better accuracy

multivariate-timeseries-forecasting

Predicting the stock value of GE for the next 3 months based on last 1 year data using LSTM

pyqt4_gui_darknet_yolov4

GUI App using PyQt4. Multithreading to process multiple camera streams and using darknet yolov4 model for object detection.

rockpaperscissor

Implementing rock paper scissor game using tkinter python library in jupyter notebook

social_distancing

This model identifies people in the video and measures the euclidean distance between their bounding boxes and changes the bounding box color to red if people are close by.

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

time_series_lstm_rnn

Energy forecasting using LSTM and RNN.

timeseries_modeling

Analysis of time series data and forecasting using SARIMA Model

yt-video-summarizer-llm-app

Google Gemini Pro-powered application for summarizing transcribed YouTube videos