Semantic Search

 https://www.youtube.com/watch?v=AzCquTh4MUw

https://www.sbert.net/docs/usage/semantic_textual_similarity.html

https://www.youtube.com/watch?v=ORinzbul-KI

101 Neural Networks

 

https://www.superdatascience.com/courses/neural-networks-python/weight-update-2

https://www.youtube.com/watch?v=_-x90wGBD8U

convolutional neural networks

 

https://www.youtube.com/watch?v=hmtQPrH-gC4

https://www.superdatascience.com/courses/aws-sagemaker/cnn-how-do-they-learn-part-2

https://setosa.io/ev/image-kernels/

https://github.com/aharley/nn_vis

Elastic Search

 

https://www.youtube.com/watch?v=C3tlMqaNSaI

https://www.youtube.com/watch?v=NxpZyQVO0K4

https://www.udemy.com/course/elasticsearch-complete-guide/learn/lecture/16288120#overview

https://www.elastic.co/guide/en/elasticsearch/reference/current/analysis-edgengram-tokenizer.html

Attention is all you need

 

https://www.youtube.com/watch?v=sznZ78HquPc

KNN - Elastic Search

 

https://www.youtube.com/watch?v=M4vqhmSZMTI

https://www.youtube.com/watch?v=4PsyNdFlxmk

NLP

https://www.superdatascience.com/courses/machine-learning/classical-vs-deep-learning-models

 

SageMaker

 

https://www.superdatascience.com/courses/aws-sagemaker/sagemaker-models-deployment

deep-learning-az

 

https://www.superdatascience.com/courses/deep-learning-az/how-do-neural-networks-learn