https://www.youtube.com/watch?feature=player_embedded&v=l-OC1_QxIdw
Testing an Ames, Iowa single man on the Campus Food Website
Feb 20
Final Web Usability Test 3
https://www.youtube.com/watch?feature=player_embedded&v=B-0JdXncR20
Final web usability test for CS142 at uvm.
Feb 20
Top-secret techniques to get the most out of your website usability studies and re-design
https://www.youtube.com/watch?feature=player_embedded&v=SvtD9jbpevA
happen that often in the library field. In late 2012, we decided it was finally time we push the envelope even further with our website re-design and create a site that is fully aimed at the student user. Paired with a move to WordPress as a content management system, it was an ideal time for us to conduct two usability studies and use them to inform a fresh new design. Learn from our mistakes and successes and get valuable (and quite surprising) tips on how to hold productive usability studies as we go through Adelphi Libraries’ site re-design from start to finish. This session will feature plenty of practical advice to get you started on your own library website re-design journey. Everyone will walk out with a top-secret technique to use in focus groups that is guaranteed to speed up the design process and help along the way!
Feb 19
Deep Learning: Neural Network: Resources
How To Build Multi-Layer Perceptron Neural Network Models with Keras
https://machinelearningmastery.com/build-multi-layer-perceptron-neural-network-models-keras/
The Sequential model
https://keras.io/guides/sequential_model/
Serialization and saving
https://keras.io/guides/serialization_and_saving/
Training & evaluation with the built-in methods
https://keras.io/guides/training_with_built_in_methods/
Multi-GPU and distributed training
https://keras.io/guides/distributed_training/
Multi-Layer perceptron using Tensorflow
https://towardsdatascience.com/multi-layer-perceptron-using-tensorflow-9f3e218a4809
Adam
https://keras.io/api/optimizers/adam/
Optimizers
https://keras.io/api/optimizers/
Keras Model
https://www.tensorflow.org/api_docs/python/tf/keras/Model
Why are deep neural networks hard to train?
http://neuralnetworksanddeeplearning.com/chap5.html
http://neuralnetworksanddeeplearning.com/index.html
Quantile normalization
https://en.wikipedia.org/wiki/Quantile_normalization
Standard score
https://en.wikipedia.org/wiki/Standard_score
Using neural nets to recognize handwritten digits
http://neuralnetworksanddeeplearning.com/chap1.html
A visual proof that neural nets can compute any function
http://neuralnetworksanddeeplearning.com/chap4.html
*** . *** *** . *** . *** . ***
Courses: http://Training.SitesTree.com (Big Data, Cloud, Security, Machine Learning)
Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com
8112223 Canada Inc./JustEtc: http://JustEtc.net
Shop Online: https://www.ShopForSoul.com/
Linkedin: https://ca.linkedin.com/in/sayedjustetc
Feb 19
On Machine Learning
FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance
https://paperswithcode.com/paper/finrl-a-deep-reinforcement-learning-library
OV2SLAM : A Fully Online and Versatile Visual SLAM for Real-Time Applications
https://paperswithcode.com/paper/ov-2-slam-a-fully-online-and-versatile-visual
Predicting with a Regression Equation
https://opentextbc.ca/introbusinessstatopenstax/chapter/predicting-with-a-regression-equation/
Chapter 4. Regression and Prediction
https://www.oreilly.com/library/view/practical-statistics-for/9781491952955/ch04.html
Loss and Loss Functions for Training Deep Learning Neural Networks
Machine learning fundamentals (I): Cost functions and gradient descent
https://towardsdatascience.com/machine-learning-fundamentals-via-linear-regression-41a5d11f5220
https://www.kaggle.com/philculliton/nlp-getting-started-tutorial
How can I predict the value and and estimate the uncertainty of a single response?
https://www.itl.nist.gov/div898/handbook/pmd/section5/pmd512.htm
Prediction
https://www.itl.nist.gov/div898/handbook/pmd/section1/pmd132.htm
*** . *** *** . *** . *** . ***
Courses: http://Training.SitesTree.com (Big Data, Cloud, Security, Machine Learning)
Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com
8112223 Canada Inc./JustEtc: http://JustEtc.net
Shop Online: https://www.ShopForSoul.com/
Linkedin: https://ca.linkedin.com/in/sayedjustetc
Feb 18
ML, DL Quiz
ML Quiz
http://onlinemlquiz.com/machine_learning_quiz.php
Deep Learning Quiz
http://onlinemlquiz.com/deep_learning_quiz.php
Mathworks: Machine Learning Quiz
https://explore.mathworks.com/machine-learning-knowledge-quiz#
*** . *** *** . *** . *** . ***
Courses: http://Training.SitesTree.com (Big Data, Cloud, Security, Machine Learning)
Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com
8112223 Canada Inc./JustEtc: http://JustEtc.net
Shop Online: https://www.ShopForSoul.com/
Linkedin: https://ca.linkedin.com/in/sayedjustetc
