Please find in the document links and resources for learning and exploring Artificial Intelligence. I would be continuously updating it.
Some of teh github projects I would contributing to. https://github.com/Speech-VINO/SER https://github.com/Speech-VINO/Search-by-Voice
Pydata. https://github.com/pydatadelhi/talks https://github.com/pydata/pydata-cookbook https://github.com/DataTau/datascience-anthology-pydata/blob/master/conferences/bos2013.md
Kubernetes. https://kubernetes.io/docs/home/
More cool stuff https://pythonawesome.com/fairs-library-of-reusable-components-for-deep-learning-with-3d-data/
https://social.mentorsoutreach.org/login?redirect=/post/5e2712522e260757d6d76d90
https://www.pyimagesearch.com/2018/09/17/opencv-ocr-and-text-recognition-with-tesseract/
https://www.pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/
https://www.learnopencv.com/tag/ocr/ https://www.youtube.com/watch?v=83vFL6d57OI
DS and Algo https://www.youtube.com/watch?v=xOuRE3IuEB8 https://www.youtube.com/watch?v=lVFnq4zbs-g&list=PL5tcWHG-UPH112e7AN7C-fwDVPVrt0wpV https://www.youtube.com/watch?v=bpqsPFPuX34 https://www.youtube.com/watch?v=JlMyYuY1aXU
Packt
https://subscription.packtpub.com/book/big_data_and_business_intelligence/9781783553112 https://www.packtpub.com/free-ebooks/python-machine-learning-example
DS and Algo and Python basics on this github https://github.com/richardvecsey
Ml For artists https://ml4a.github.io/
Awesome AI experiments! https://experiments.withgoogle.com/collection/ai
D 2 Student Ambassador Program - Intel https://software.intel.com/ai/ambassadors/details
Startup school - https://www.startupschool.org/
NPY files- https://towardsdatascience.com/what-is-npy-files-and-why-you-should-use-them-603373c78883
CNN in Keras https://towardsdatascience.com/building-a-convolutional-neural-network-cnn-in-keras-329fbbadc5f5
Fast and Faster RCNN - https://medium.com/alegion/deep-learning-for-object-detection-and-localization-using-fast-r-cnn-85d52e3928a1 https://medium.com/alegion/faster-r-cnn-using-region-proposal-network-for-object-detection-c113b6dd00a
CNN shorter version - https://adventuresinmachinelearning.com/keras-tutorial-cnn-11-lines/
Python Projects https://github.com/Subhajit135/Code-Sleep-Python
Great Resource for AI - https://distill.pub/2019/computing-receptive-fields/
Poke GANs - https://github.com/Subhajit135/pokeGAN
Hackernoon - https://hackernoon.com/the-ultimate-guide-to-starting-your-first-iot-project-8b0644fbbe6d https://hackernoon.com/learning-ai-if-you-suck-at-math-8bdfb4b79037#.qv49ic2ok https://hackernoon.com/learning-ai-if-you-suck-at-math-part-two-practical-projects-47d7a1e4e21f#.p1x8tjxyx
https://www.pluralsight.com/partners/microsoft/azure
Cross Entropy - https://machinelearningmastery.com/cross-entropy-for-machine-learning/