Attention is all you need (Transformer)

 

https://www.youtube.com/watch?v=bCz4OMemCcA

Graph Neural Network - GNN

 

https://www.youtube.com/watch?v=K9w7-4N_ZCI

Intro Video: https://www.youtube.com/watch?v=xFMhLp52qKI

 

GraphSage example: https://medium.com/analytics-vidhya/ohmygraphs-graphsage-in-pyg-598b5ec77e7b

PinSage Paper Walkthrough: https://youtu.be/ed0NJdqwEyg?si=3GV6jIGzdd760W5i

HetGNN Paper Walkthrough: https://www.youtube.com/watch?v=GMDlfJT0nPc

simple Nural Network

 

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

AI Journey

AI Journey

 

October 2022

https://www.blogger.com/blog/post/edit/6820506423268523140/6798366862687763452

Nov 2022

https://www.blogger.com/blog/post/edit/6820506423268523140/6836337809925900140

https://www.blogger.com/blog/post/edit/6820506423268523140/4516425362530142152

https://sriramal.blogspot.com/2023/02/httpswww.html

https://sriramal.blogspot.com/2023/03/deep-learning-z-hands-on-artificial.html

https://deeplearningcourses.com/dashboard

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

https://www.superdatascience.com/courses/deep-learning-az/what-is-deep-learning

Large Language Models

https://www.linkedin.com/learning/transformers-text-classification-for-nlp-using-bert/transformers-history?autoSkip=true&contextUrn=urn%3Ali%3AlyndaLearningPath%3A64652610498e6f7f59ba5fb8&resume=false

 https://www.linkedin.com/learning/transformers-text-classification-for-nlp-using-bert/

Building AI

 https://www.linkedin.com/learning/hands-on-ai-build-a-generative-language-model-from-scratch/build-your-own-ai-from-scratch?resume=false

GitHub Copilot X

 https://www.linkedin.com/learning/ai-pair-programming-with-github-copilot-x/productivity-tips-and-tricks-for-code-completions?autoSkip=true&resume=false

Generative AI vs. Traditional AI

 

https://www.linkedin.com/learning/generative-ai-vs-traditional-ai/building-a-generative-ai-system?autoSkip=true&resume=false

Segment Anything! Meta's Amazing New AI

 

https://www.youtube.com/watch?v=bx0He5eE8fE

https://segment-anything.com/

https://pyimagesearch.com/2022/02/21/u-net-image-segmentation-in-keras/

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

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

AI

 https://www.youtube.com/watch?v=hfIUstzHs9A

https://www.youtube.com/watch?v=4RixMPF4xis

Transformers

 https://www.youtube.com/watch?v=g2BRIuln4uc

https://www.youtube.com/watch?v=gQddtTdmG_8

https://www.youtube.com/watch?v=8tCwRrm0HlU

https://www.youtube.com/watch?v=qU7wO02urYU

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

https://www.youtube.com/watch?v=S27pHKBEp30