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
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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
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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#
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Feb 16
New Classifed Stream of IDEaS!//Nouveau volet classifié d’IDEeS!
"New Classified Stream of IDEaS:
The seven domains currently under consideration are as follows:
1. Underwater Warfare
2. Cloud-based Data Fusion and Automation
3. Space Sensor Payloads
4. Counter Explosive Threat (CET)
5. Defeating Radio Controlled Improvised Explosive Devices (RC-IED)
6. Counter-Uninhabited Aerial Systems (C-UAS)
7. Soldier Systems Integration
Public Works and Government Services Canada (PWGSC) is issuing this Request for Information (RFI) on behalf of the DND/CAF IDEaS program, to seek industry feedback on the potential development of a classified stream Call for Proposals (CFP). To view the RFI, please visit: https://buyandsell.gc.ca/procurement-data/tender-notice/PW-21-00945859
"
Feb 12
On Stock Market
https://assets.bwbx.io/images/users/iqjWHBFdfxIU/iDFYG8plPszo/v0/-1x-1.png
A Year on From the Covid Crash, Here’s Where the Market Stands
Warren Buffett’s Favorite Valuation Metric Is Ringing an Alarm
http://www.currentmarketvaluation.com/models/buffett-indicator.php
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Feb 08
Disappointed GameStop Traders Should Take These Lessons to the Next Mania
I would not recommend taking Real Estate Advice from here. Balanced Index Investing: May be
https://www.greaterfool.ca/2021/02/08/to-the-moon/#comments
Disappointed GameStop Traders Should Take These Lessons to the Next Mania
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