gkumar19
Expertise in Machine Learning, Deep Learning, Data Science, Data Acquisition, Data Wrangling, Feature Extraction, ML Based Web Application development
Pinned Repositories
190801_neural_network_for_nonLinear_optimisation
190816_deep_learning_coursera_Andrew_NG
190526_machine_learning_coursera_Andrew_NG
190913_tensorflow_in_practise_coursera_Laurence_Moroney
Coursera Course completed and compiled for future reference
190923_digit_recognition_conv_tensorflow
digit recognition using tensorflow plot confusion matrix for multidimentional category
191006_recommender_systems_tensorflow
recommendor system using tensorflow and visualisation using seaborn
200209_trigger_word_detection_tensorflow
trigger word detection using tensorflow and visualisation and understanding of audio and signal spectrogram
200216_low_level_tensorflow2.0
200216_tensorflow_datasets_iterations
200221_tensorflow_question_answering
200304_tensorflow_hyperparameter_tuning
gkumar19's Repositories
gkumar19/190801_neural_network_for_nonLinear_optimisation
gkumar19/190923_digit_recognition_conv_tensorflow
digit recognition using tensorflow plot confusion matrix for multidimentional category
gkumar19/191006_recommender_systems_tensorflow
recommendor system using tensorflow and visualisation using seaborn
gkumar19/200209_trigger_word_detection_tensorflow
trigger word detection using tensorflow and visualisation and understanding of audio and signal spectrogram
gkumar19/200216_low_level_tensorflow2.0
gkumar19/200216_tensorflow_datasets_iterations
gkumar19/200221_tensorflow_question_answering
gkumar19/200304_tensorflow_hyperparameter_tuning
gkumar19/200308_sklearn
compilation of sklearn different algorithms
gkumar19/200322_structered_dataframe_to_tensorflow_dataset_feature
convert pandas dataframe of structered column to tensorflow dataset and extracting to tensorflow feature column
gkumar19/200329_tensorflow_saving_options
different ways tensorflow models can be saved and inferred
gkumar19/200502_twitter_sentiment_analysis_and_sqlite_database
fetch tweets from twitter and classify sentiment using textblob, finally saves everythng in a database
gkumar19/200503_credit_card_segmentation
segment credit card users with the help of PCA and clustering with pandas dataframe
gkumar19/200504_plotly_express
web based visualisation examples using plotly express
gkumar19/200517_dash_web_app_neural_network
run the app.py from command promt to generate webpage which can be used as standard multi layered neural network in a easy to handle graphical user interface
gkumar19/200608_tensorflow_deployment_coursera_Laurence_Moroney
coursera course completed and saved for reference
gkumar19/200609_small_codes
Contains small learnings across different data science libraries and concepts
gkumar19/200621_anomaly_detection_time_series
gkumar19/200725_model_interpretation
gkumar19/200805_tensorflow_gan
gkumar19/200810_spacy_selenium_word_cloud
gkumar19/201027_flask_ml_api
gkumar19/201115_flask_package
gkumar19/210213_rasa
gkumar19/211029_unittesting_with_jenkins
gkumar19/211123_kanth_classes
gkumar19/221030_timeseries_forecasting
gkumar19/car_images
gkumar19/HeadPoseEstimation-WHENet
gkumar19/kaggle_mini_courses