8 top open source intelligence tools

https://www.csoonline.com/article/3445357/what-is-osint-top-open-source-intelligence-tools.html

Homeland Security issues rare emergency alert over ‘critical’ Windows bug

https://techcrunch.com/2020/09/19/homeland-security-emergency-alert-critical-windows-bug/

Stocks Will Take A Hit From Second Wave Of Coronavirus, Wall Street Firm Warns Clients

https://www.forbes.com/sites/sergeiklebnikov/2020/09/18/stocks-will-take-a-hit-from-second-wave-of-coronavirus-wall-street-firm-warns-clients/#981a0a87bf16

How This 24-Year-Old Entrepreneur Pulled Off a Coronavirus Pivot Before His Company Even Launched

https://www.inc.com/brit-morse/dakota-hendrickson-filti-hvac-filters-facemasks.html

How to Launch Your Product Without Sinking Your Savings

https://www.entrepreneur.com/article/346308

With Gold Rallying, Mining CEOs Say ESG Scrutiny Is Intensifying

https://www.bloomberg.com/news/articles/2020-09-20/with-gold-rallying-mining-ceos-say-esg-scrutiny-is-intensifying?srnd=premium-canada

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MISC STAT PROB LINEAR ALG MATRIX

PDF AND Stock and Bell Curve:
https://www.investopedia.com/terms/p/pdf.asp

PDF in Khan Academy:
https://www.khanacademy.org/math/statistics-probability/random-variables-stats-library/random-variables-continuous/v/probability-density-functions

Mixed Random Variable
https://www.youtube.com/watch?v=ZXJjuRAXMhE

"The variance and the standard deviation are measures of the spread of the data around the mean. They summarise how close each observed data value is to the mean value. In datasets with a small spread all values are very close to the mean, resulting in a small variance and standard deviation.Jul 4, 2013"
Statistical Language – Measures of Spread
https://www.abs.gov.au/websitedbs/a3121120.nsf/home/statistical+language+-+measures+of+spread
https://www.abs.gov.au/websitedbs/a3121120.nsf/home/statistical+language+-+measures+of+spread

Laplacian PDF:
https://www.statisticshowto.com/laplace-distribution-double-exponential/

Laplace Method:
Normalization Constant:
http://www.inference.org.uk/mackay/itprnn/ps/341.342.pdf

Normalized Laplacian
https://www.d.umn.edu/~dfroncek/MCCCC_2018/abstracts/Butler_slides.pdf

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"@chrisander wrote:

In the magento cli run bin/magento queue:consumers:list, find the correct consumer, in this case exportProcessor then run bin/magento queue:consumers:start exportProcessor &. I used the & to persist the process in the linux background, seems to have done the trick. However, I think having to manually start these consumers is problematic "

https://community.magento.com/t5/Magento-2-x-Version-Upgrades/after-upgrade-from-2-1-6-to-2-1-7-products-are-not-showing/td-p/68351

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A Course Design (downloadable PDF available) on Reinforcement Learning for Self-Driving Car Software: https://lnkd.in/exmDBTw. A Course on Target Tracking (Application Focus: Self-driving Cars) : https://lnkd.in/ezc8m3q (for the interested) , U.S.-China Showdown Over Big Data to Leave Decades-Long Impact. https://lnkd.in/euVeHEc #ai #machinelearning #data #bigdata #datascience #python #artificialintelligence #deeplearning #ml #dataanalytics #python #datascientist #analytics #computervision #selfdrivingcars*** . *** *** . *** . *** . ***

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A Deep Learning-based Radar and Camera Sensor Fusion Architecture for Object Detection: https://www.youtube.com/watch?v=JhF90n0fOnU Raw data fusion for safer autonomous driving https://www.youtube.com/watch?v=sNaENlLZYSo

Sensing technology for autonomous vehicles

https://www.youtube.com/watch?v=rkCFewFSXZ0

Autonomous Vehicle Technical Stack

https://www.youtube.com/watch?v=V8LA0_bb9LI

Autonomous Vehicles

https://www.youtube.com/watch?v=GbDXsLW7gSQ

*** . *** *** . *** . *** . ***

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Sayed Ahmed

BSc. Eng. in Comp. Sc. & Eng. (BUET)
MSc. in Comp. Sc. (U of Manitoba, Canada)
MSc. in Data Science and Analytics (Ryerson University, Canada)
Linkedin: https://ca.linkedin.com/in/sayedjustetc

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Parameter optimization in neural networks

https://www.deeplearning.ai/ai-notes/optimization/

Coding Deep Learning for Beginners — Linear Regression (Part 2): Cost Function

https://towardsdatascience.com/coding-deep-learning-for-beginners-linear-regression-part-2-cost-function-49545303d29f

CBMM Tutorial: Optimization Notes

https://cbmm.mit.edu/sites/default/files/documents/CBMM_Optimization_Notes_2017.html

Gradient descent

https://www.jeremyjordan.me/gradient-descent/

Hyper-parameter Tuning Techniques in Deep Learning

https://towardsdatascience.com/hyper-parameter-tuning-techniques-in-deep-learning-4dad592c63c8

Model Parameters and Hyperparameters in Machine Learning — What is the difference?

https://towardsdatascience.com/model-parameters-and-hyperparameters-in-machine-learning-what-is-the-difference-702d30970f6

Lecture 8: Optimization

https://www.cs.toronto.edu/~rgrosse/courses/csc321_2018/slides/lec08.pdf

Optimization Techniques

https://www.cs.cmu.edu/afs/cs/academic/class/15782-f06/slides/optimization.pdf

Parameter optimization in neural networks

https://www.deeplearning.ai/ai-notes/optimization/

What is the Difference Between a Parameter and a Hyperparameter?

https://machinelearningmastery.com/difference-between-a-parameter-and-a-hyperparameter/

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Sayed Ahmed

BSc. Eng. in Comp. Sc. & Eng. (BUET)
MSc. in Comp. Sc. (U of Manitoba, Canada)
MSc. in Data Science and Analytics (Ryerson University, Canada)
Linkedin: https://ca.linkedin.com/in/sayedjustetc

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Why should I choose matlab deep learning toolbox over other open source frameworks like caffe, onnx, pytorch, torch etc?

https://www.mathworks.com/matlabcentral/answers/421259-why-should-i-choose-matlab-deep-learning-toolbox-over-other-opensource-frameworks-like-caffe-onnx

Preferable tools for machine learning – Python – MatLab – R

https://www.codementor.io/@innat_2k14/preferable-tools-for-machine-learning-python-matlab-r-jfozzpphz

MATLAB vs. Python: Top Reasons to Choose MATLAB

https://www.mathworks.com/products/matlab/matlab-vs-python.html

Use Python not Matlab

https://folk.uio.no/jeanra/Informatics/UsePythonNotMatlab.html

UT Austin Researchers Convert Brain Signals to Words and Phrases Using Wavelets and Deep Learning

https://www.mathworks.com/company/user_stories/ut-austin-researchers-convert-brain-signals-to-words-and-phrases-using-wavelets-and-deep-learning.html?s_tid=srchtitle

Create and Train a Feedforward Neural Network

https://www.mathworks.com/help/thingspeak/create-and-train-a-feedforward-neural-network.html

Forecast Tidal Depths Using ThingSpeak Data

https://www.mathworks.com/help/thingspeak/forecast-tidal-wave-depths.html

Fit a Linear Regression Model

https://www.mathworks.com/help/thingspeak/find-and-fit-a-linear-regression-model.html

Fit an Autoregression Model to the Tidal Depth Data

https://www.mathworks.com/help/thingspeak/fit-an-autoregressive-model.html

Compute Linear Response Characteristics

https://www.mathworks.com/help/thingspeak/compute-linear-response-characteristics.html

*** . *** *** . *** . *** . ***

Training Courses: http://Training.SitesTree.com
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Sayed Ahmed

BSc. Eng. in Comp. Sc. & Eng. (BUET)
MSc. in Comp. Sc. (U of Manitoba, Canada)
MSc. in Data Science and Analytics (Ryerson University, Canada)
Linkedin: https://ca.linkedin.com/in/sayedjustetc

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CNN https://www.youtube.com/watch?v=-I0lry5ceDs

Deep Learning Crash Course https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07

A Data-Driven Model for Interaction-Aware Pedestrian Motion Prediction in Object Cluttered Environment https://www.youtube.com/watch?v=wlxov4YU_Tg

UR:BAN Project – Behavior prediction and intention recognition https://www.youtube.com/watch?v=N3-bUJieDNo

Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction https://www.youtube.com/watch?v=nNWA-EOBwWw

Convolution Neural Networks – EXPLAINED https://www.youtube.com/watch?v=m8pOnJxOcqY

*** . *** *** . *** . *** . ***

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Sayed Ahmed

BSc. Eng. in Comp. Sc. & Eng. (BUET)
MSc. in Comp. Sc. (U of Manitoba, Canada)
MSc. in Data Science and Analytics (Ryerson University, Canada)
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