Projects in Awesome Lists by AnveshaM
A curated list of projects in awesome lists by AnveshaM .
https://github.com/anvesham/enhancing-performance-of-big-data-machine-learning-models-on-google-cloud-platform
The project is focused on parallelising pre-processing, measuring and machine learning in the cloud, as well as the evaluation and analysis of the cloud performance.
cache data-parallelism dataproc-clusters google-cloud-ai-platform google-cloud-platform google-colaboratory keras-tensorflow ml model-parallelism pyspark rdd
Last synced: 05 Mar 2025
https://github.com/anvesham/facial_emotion_recognition
Project aimed to compare the performances of MLP, SVM and CNN algorithms in detecting the facial emotions. It also uses a pre-trained model and evaluates its performance in facial emotion recognition.
cnn facial-emotion-recognition haarcascade-frontalface hog-features mlp pretrained-models python pytorch sift-descriptors svm youtube-video
Last synced: 05 Mar 2025
https://github.com/anvesham/predicting_customer_churn_neural_network
A Comparative Study in Customer Churn Prediction through Multilayer Perceptrons and Support Vector Machines
multilayer-perceptron python pytorch roc-curve sklearn-library smoteenn support-vector-machine voting-classifier
Last synced: 05 Mar 2025
https://github.com/anvesham/machinelearning_models_using_matlab
Stepwise Multiple Linear Regression (With Interactions) and Random Forest Regression on predicting the Productivity of the Garment Factory Workers
bagging-ensemble bayesian-optimization decision-trees jupyter-notebook machine-learning matlab multiple-linear-regression-model numpy python random-forest-regression
Last synced: 05 Mar 2025
https://github.com/anvesham/suicide_prediction_in_india
Suicides in India 2019: A Case Study on the impact of the societal constructs on Mental Health
categorical-data exploratory-data-analysis multiple-linear-regression python residual-plot seaborn-plots
Last synced: 05 Mar 2025
https://github.com/anvesham/gdp_and_happinessindex_correlation_using_elmvegalite
Project using the concepts of data visualisation and design to understand if higher GDP corresponds to higher Happiness Index in countries around the world.
elm-lang elm-vega elm-vegalite
Last synced: 15 Mar 2025
https://github.com/anvesham/omicron_tweet_analysis
A Case Study On The Rising Omicron Cases and Public Sentiment Analysis using Twitter Data
bert-model chloropleth-visualization geographic-data jupyter-notebook lda-topic-modeling nlp python sentiment-analysis sklearn tableau textual-data time-series-analysis wordcloud
Last synced: 05 Mar 2025
https://github.com/anvesham/credit_history_data_analysis
Analysed the credit history data to design a credit scoring model and train Linear Regression and Logistic Regression models to automatically detect high risk and low risk applications
Last synced: 05 Mar 2025
https://github.com/anvesham/huggingace_for_knowledge_graph_completion
Designed pipeline for completing the enterprise Knowledge Graph at R2 Factory to reduce number of incorrect triples and predict missing relations and entities;
Last synced: 05 Mar 2025