The-love-I-receive-from-Udacity-reviewer-resources

My gratitude to Sir Sebastion Thrun, Instructor Katie Malone, Sir Peter Norvig, Sir Bjarne Stroustrup, Sir Thad Starner, Sir Nicholas Roy, Sir Andrew Ng, Sir David J. Malan, Sir David Silver, Sir Raffaello D'Andrea, Sir Ryan Keenan, Instructor Jay Alammar, Madam Dana Sheahen, Instructor Alexis Cook, Instructor Cezanne Camacho, Instructor Erica, Instructor Karim, Instructor Julia, Sir Stephen Welch, Instructor Andreas Haja, Sir Aaron Brown, Sir Andy, Instructor Stefanie, Instructor Angela, Sir Andrew Trask, Sir Jonathan Larkin, Sir Gordon Ritter, Sir Justin Sheetz, Instructor Luis Serrano, Instructor Liz Otto Hamel, Instructor Eddy Shyu, Instructor Josh Bernhard, Instructor Parnian Barekatain, Instructor Miriam, Instructor Mat Leonard, Instructor Cindy, Instructor Brok Bucholtz, Instructor Arpan Chakraborty, Instructor Juan Delgado, Sir Jake, Sir Michael Virgo, Sir Tucker, Instructor Juno Lee, Sir Akshit, Brenda.Udacity, Palak.Udacity, Grace.Udacity, Instructor Grant Sanderson, Instructor Ortal, Instructor Jennifer Staab, Instructor Amanda Moran, Instructor Thomas Hossler, Instructor Antje Muntzinger, Instructor Mathilde Badoul, Instructor Munir Jojo Verge, Instructor Brandy Camacho, Instructor Jessica Lin, Instructor Joe Nyzio, Instructor Rachna Ralhan, Instructor PK Rasam, Instructor Nik Kalyani, Instructor Elena Nadolinski.

To memorize the journey starts from the Self-Driving Car Engineer Nanodegree Program to Artificial Intelligence Nanodegree Program to the Flying Car Nanodegree Program then Robotics Software Nanodegree Program, Computer Vision Nanodegree Program, AI for trading Nanodegree Program, C++ Nanodegree Program and CS50: Introduction to Computer Science 2018, To memorize the year of my enrollment in Udacity from 2017 to present.

To memorize mentors Donald, Christopher, Jafar, Renaud Béchade, Pranjal Chaubey, David, Ray, and John who encourage and support me a lot through my enrollment years. Here I collect the feedback and paper references from my Udacity reviewers and friendships I got from Udacity and CS50X. I want to extend what I learn and also extend the spirit, and share knowledge with all my classmates at least this is what I can do if any of these citation papers help you please send a star to them or references their papers will be an honorable action:).

Within these periods I want to say thank you to Madam Olga Uskova, Mylene doublet o'kane, and Sir Luigi Morelli. I love your writings and very much appreciate every like you send to me. My gratitude to Martin McGovern, Karen E. Baker, Brenda Law, Palak Sadani, Grace Cho, Isabella Navarro, Monique, Chris, Shivani, JP Miller, and Udacity team you let me learn to be Udacious and persistent :D!

SLAM

Mapping

Paper References from Secure and Private AI Scholarship Challenge Nanodegree Program:

https://www.cis.upenn.edu/~aaroth/Papers/privacybook.pdf
https://arxiv.org/pdf/1607.00133.pdf
https://blog.openmined.org/federated-learning-of-a-rnn-on-raspberry-pis/ from Sarah.
https://towardsdatascience.com/pysyft-android-b28da47a767e
https://course.fast.ai/
CNN's for Visual Recognition
Deep Conv nets for image classification
Large Scale image Recognition using DNN's
Transfer Learning
Awesome Deep Learning Papers

Paper References from AI for Trading Nanodegree Program:

References from C++ Nanodegree Program:

References from Computer Vision Nanodegree Program:

https://blogs.nvidia.com/blog/2017/06/09/drone-navigates-without-gps/
https://github.com/udacity/CVND_Exercises
https://www.affectiva.com/
https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/
https://docs.opencv.org/3.0-beta/doc/py_tutorials/py_imgproc/py_transforms/py_fourier_transform/py_fourier_transform.html
https://bair.berkeley.edu/blog/2018/05/17/delayed-impact/
https://hbr.org/2018/02/can-we-keep-our-biases-from-creeping-into-ai?utm_campaign=hbr&utm_source=twitter&utm_medium=social
https://www.ted.com/talks/joy_buolamwini_how_i_m_fighting_bias_in_algorithms
https://towardsdatascience.com/teaching-cars-to-see-advanced-lane-detection-using-computer-vision-87a01de0424f
https://video.udacity-data.com/topher/2018/June/5b2c01ba_gender-shades-paper/gender-shades-paper.pdf
https://godatadriven.com/blog/fairness-in-machine-learning-with-pytorch/
https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_feature2d/py_features_harris/py_features_harris.html
https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_contours/py_table_of_contents_contours/py_table_of_contents_contours.html
https://pytorch.org/docs/stable/nn.html#pooling-layers
https://pytorch.org/docs/master/optim.html
https://pytorch.org/docs/master/nn.html#loss-functions
https://medium.com/@smallfishbigsea/a-walk-through-of-alexnet-6cbd137a5637
https://experiments.withgoogle.com/what-neural-nets-see
https://github.com/alexisbcook/tsne
https://towardsdatascience.com/deep-learning-for-object-detection-a-comprehensive-review-73930816d8d9
https://github.com/jwyang/faster-rcnn.pytorch
https://vivek-yadav.medium.com/part-1-generating-anchor-boxes-for-yolo-like-network-for-vehicle-detection-using-kitti-dataset-b2fe033e5807
https://pjreddie.com/media/files/papers/YOLOv3.pdf
https://pjreddie.com/darknet/
https://video.udacity-data.com/topher/2018/May/5af0e03b_video-classification/video-classification.pdf
https://en.wikipedia.org/wiki/Vanishing_gradient_problem
https://en.wikipedia.org/wiki/Time_delay_neural_network
https://onlinelibrary.wiley.com/doi/abs/10.1207/s15516709cog1402_1
https://en.wikipedia.org/wiki/Recurrent_neural_network#Elman_networks_and_Jordan_networks
http://www.bioinf.jku.at/publications/older/2604.pdf
https://en.wikipedia.org/wiki/Sepp_Hochreiter
https://people.idsia.ch//~juergen/
https://engineering.fb.com/2016/10/25/ml-applications/building-an-efficient-neural-language-model-over-a-billion-words/
https://arxiv.org/pdf/1511.06939.pdf
http://blog.datumbox.com/tuning-the-learning-rate-in-gradient-descent/
https://cs231n.github.io/neural-networks-3/#loss
http://jalammar.github.io/
https://www.deeplearningbook.org/contents/guidelines.html
https://arxiv.org/abs/1206.5533
http://neuralnetworksanddeeplearning.com/chap3.html#how_to_choose_a_neural_network's_hyper-parameters
http://yann.lecun.com/exdb/publis/pdf/lecun-98b.pdf
https://arxiv.org/abs/1507.05523
https://arxiv.org/abs/1606.02228
https://arxiv.org/abs/1506.02078
https://arxiv.org/pdf/1502.03044.pdf
https://arxiv.org/pdf/1707.07998.pdf
https://www.cv-foundation.org/openaccess/content_cvpr_2016/app/S19-04.pdf
https://arxiv.org/pdf/1507.05738.pdf
https://arxiv.org/pdf/1708.02711.pdf
https://arxiv.org/pdf/1607.05910.pdf
https://arxiv.org/abs/1706.03762
https://www.youtube.com/watch?v=rBCqOTEfxvg

References from Bertelsmann Scholarship Introduction to AI in Business Nanodegree Program:

https://cezannec.github.io/Intro_Neural_Networks/
https://www.pnas.org/content/pnas/114/50/13108.full.pdf
https://www.pnas.org/content/pnas/suppl/2017/11/27/1700035114.DCSupplemental/pnas.1700035114.sapp.pdf
https://papers.nips.cc/paper/2016/file/a486cd07e4ac3d270571622f4f316ec5-Paper.pdf
https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
https://medium.com/the-theory-of-everything/understanding-activation-functions-in-neural-networks-9491262884e0
https://www.washingtonpost.com/graphics/2018/business/alexa-does-not-understand-your-accent/?noredirect=on&utm_term=.a17219a26daa
https://github.com/topics/video-annotation
https://www.invisionapp.com/design-defined/mockup/
https://www.figure-eight.com/dataset/parking-sign-detection/
https://www.figure-eight.com/datasets/

References from Data Engineering Nanodegree Program:

https://www.postgresqltutorial.com/postgresql-upsert/
https://www.postgresql.org/docs/9.5/sql-insert.html
https://www.datastax.com/blog/allow-filtering-explained
https://www.xenonstack.com/blog/nosql-databases/
https://learnsql.com/blog/companies-that-use-postgresql-in-business/
https://www.w3resource.com/PostgreSQL/foreign-key-constraint.php
https://www.geeksforgeeks.org/introduction-of-dbms-database-management-system-set-1/
https://learn.panoply.io/hubfs/Data%20Engineering%20-%20Introduction%20and%20Epochs.pdf
https://softwareengineering.stackexchange.com/questions/375704/why-should-i-use-foreign-keys-in-database
https://norvig.com/21-days.html

References from the Intel® Edge AI for IoT Developers Nanodegree Program:

https://thegradient.pub/semantic-segmentation/

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