GitHub - cloudxlab/advanced-certification-in-data-science-ai

Advanced Certificate Course in Data Science, Machine Learning and AI by IIT Roorkee Professors and CloudxLab Industry experts

Name		Name	Last commit message	Last commit date
Latest commit History 144 Commits
ann_intro		ann_intro
computer_vision_cnn		computer_vision_cnn
datasets		datasets
extra_images		extra_images
images/cnn		images/cnn
nlp_with_rnns_and_attention		nlp_with_rnns_and_attention
processing_sequences_using_rnn_cnns		processing_sequences_using_rnn_cnns
reinforcement_learning		reinforcement_learning
training_models		training_models
.gitignore		.gitignore
README.md		README.md
autoencoders_and_gans.ipynb		autoencoders_and_gans.ipynb
backprop_from_scratch.ipynb		backprop_from_scratch.ipynb
classification.ipynb		classification.ipynb
cnn.ipynb		cnn.ipynb
custom_models_and_training_with_tensorflow.ipynb		custom_models_and_training_with_tensorflow.ipynb
decision_trees.ipynb		decision_trees.ipynb
end_to_end_machine_learning_project.ipynb		end_to_end_machine_learning_project.ipynb
ensemble_and_randomforest.ipynb		ensemble_and_randomforest.ipynb
introduction_to_ann_with_keras.ipynb		introduction_to_ann_with_keras.ipynb
loading_prepocessing_iitr_dls.ipynb		loading_prepocessing_iitr_dls.ipynb
machine_learning_algorithms.ipynb		machine_learning_algorithms.ipynb
math_linear_algebra.ipynb		math_linear_algebra.ipynb
natural_language_processing_classical_approach.ipynb		natural_language_processing_classical_approach.ipynb
protobuf.zip		protobuf.zip
training_deep_neural_networks.ipynb		training_deep_neural_networks.ipynb

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