Category: Root

Magento 2: Export Processor

"@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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Software Security for Medical Device with Pacemaker

Heart: Type of PaceMakers Related Research Presentation: NN/Machine Learning for Medical Device Security

A Course Design (downloadable PDF available) on Reinforcement Learning for Self-Driving Car Software

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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Deep Learning and Sensor Fusion for self-driving cars:

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 *** . *** *** . *** . *** . *** Training Courses: http://Training.SitesTree.com Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com 8112223 Canada Inc/Justetc: http://JustEtc.net …

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Parameter Optimization in/using Neural Network

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 …

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Deep Learning in Matlab (vs Python)

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 …

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Mathematical/Engineering Optimization and Deep Learning

Wanna learn deep learning? Watch the following Crash Course https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07 

Neural Network and Computer Vision

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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Misc Motion Learning and Prediction, Target Tracking, and related

An Introduction to Graph Neural Networks: Models and Applications https://www.youtube.com/watch?v=zCEYiCxrL_0 Encoder-Decoder Recurrent Neural Network Models for Neural Machine Translation https://machinelearningmastery.com/encoder-decoder-recurrent-neural-network-models-neural-machine-translation/ Illustrated Guide to LSTM’s and GRU’s: A step by step explanation https://towardsdatascience.com/illustrated-guide-to-lstms-and-gru-s-a-step-by-step-explanation-44e9eb85bf21 RNN/LSTM/GRU https://www.cs.toronto.edu/~tingwuwang/rnn_tutorial.pdf Maximum Likelihood Joint Tracking and Association in a Strong Clutter https://arxiv.org/pdf/1010.4236.pdf Multitarget tracking using maximum likelihood techniques https://opencommons.uconn.edu/dissertations/AAI3265759/ Maximum Likelihood Joint …

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Lecture Slides: Introduction to Machine Learning

https://www.cmpe.boun.edu.tr/~ethem/i2ml2e/ Lecture Slides: Introduction (pdf,ppt) Supervised Learning (pdf, ppt) Bayesian Decision Theory (pdf, ppt) Parametric Methods (pdf, ppt) Multivariate Methods (pdf, ppt) Dimensionality Reduction (pdf, ppt) Clustering (pdf, ppt) Nonparametric Methods (pdf, ppt) Decision Trees (pdf, ppt) Linear Discrimination (pdf, ppt) Multilayer Perceptrons (pdf, ppt) Local Models (pdf, ppt) Kernel Machines (pdf, ppt) Bayesian Estimation …

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