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vijaymohire/ai_ml

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academics
academics
 
 
mlengg
mlengg
 
 
Disseration-MTech-Thesis-Multi-Agent-System-Using-AI.pdf
Disseration-MTech-Thesis-Multi-Agent-System-Using-AI.pdf
 
 
Linear_Regression-Notebook.ipynb
Linear_Regression-Notebook.ipynb
 
 
My AI Journey.pdf
My AI Journey.pdf
 
 
Profitable App Profiles for the App Store.ipynb
Profitable App Profiles for the App Store.ipynb
 
 
README.md
README.md
 
 
Regression_to_predict_fuel_efficiency.ipynb
Regression_to_predict_fuel_efficiency.ipynb
 
 
TensorFlow_ML_to_categorize_Iris_flowers_by_species.ipynb
TensorFlow_ML_to_categorize_Iris_flowers_by_species.ipynb
 
 
Tensorflow_Demos-PyNotebook.ipynb
Tensorflow_Demos-PyNotebook.ipynb
 
 
classifying_images_using_data_augmentation.ipynb
classifying_images_using_data_augmentation.ipynb
 
 
classifying_images_using_dropout_and_batchnorm_layer.ipynb
classifying_images_using_dropout_and_batchnorm_layer.ipynb
 
 
classifying_images_with_a_linear_model.ipynb
classifying_images_with_a_linear_model.ipynb
 
 
classifying_images_with_pre-built_tf_container_on_vertex_ai.ipynb
classifying_images_with_pre-built_tf_container_on_vertex_ai.ipynb
 
 
classifying_images_with_transfer_learning.ipynb
classifying_images_with_transfer_learning.ipynb
 
 
content_based_by_hand.ipynb
content_based_by_hand.ipynb
 
 
content_based_preproc.ipynb
content_based_preproc.ipynb
 
 
content_based_using_neural_networks.ipynb
content_based_using_neural_networks.ipynb
 
 
improve_data_quality.ipynb
improve_data_quality.ipynb
 
 
intro_to_vertex_pipelines.ipynb
intro_to_vertex_pipelines.ipynb
 
 
keras_for_text_classification.ipynb
keras_for_text_classification.ipynb
 
 
python.BQ_explore_data.ipynb
python.BQ_explore_data.ipynb
 
 
reusable_embeddings.ipynb
reusable_embeddings.ipynb
 
 
rnn_encoder_decoder.ipynb
rnn_encoder_decoder.ipynb
 
 
sdk_custom_tabular_regression_online_explain.ipynb
sdk_custom_tabular_regression_online_explain.ipynb
 
 
train_deploy.ipynb
train_deploy.ipynb
 
 

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This repo. has AI and ML related files, that was used by me for various courses, programs and trainings. This covers various AI concepts, ML models that are designed to solve a problem, trained and tested for various data points and deployed for real time inference. There are dependencies and external libraries required to complete the executions.

My AI thesis: DOI 10.5281/zenodo.10421630

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Artificial Intelligence based files, projects and information

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Dec 22, 2023

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