Feb 02

Canadian Job Sites

We have published new blog in our website. কানাডার জব সাইটস।
https://www.gojobs.gov.on.ca/Jobs.aspx
https://www.centennialcollege.ca/abo…/careers-at-centennial/
https://career.sickkids.ca
https://georgebrown.csod.com/ats/careersite/search.aspx…
http://www.recruitingsite.com/csbsit…/stmichaels/careers.asp
https://sunnybrook.ca/content/?page=employment-opportunities
https://corp.canadiantire.ca/…/caree…/corporate/default.aspx
https://corp.canadiantire.ca/En…/careers/retail/default.aspx
https://jobs.torontohydro.com
http://www.tegh.on.ca/bins/content_page.asp?cid=4
http://www.utsc.utoronto.ca/~h…/employmentopportunities.html
http://www.utsc.utoronto.ca/careers.html
https://utoronto.taleo.net/careersecti…/10000/jobsearch.ftl…
https://www.greyhound.ca/en/careers/
http://www.markham.ca/…/EmploymentV…/EmploymentOpportunities
https://www.toronto.ca/home/jobs/
http://www.ttc.ca/Jobs/index.jsp
https://hoopp.com/about-hoopp/hoopp-careers
https://careers.hoopp.com/ho9212_css/default.aspx…
https://www.oma.org/sections/about/corporate/careers/
https://www.ona.org/ona-jobs/
https://www.otpp.com/careers/career-opportunities
https://www.canada.ca/…/…/jobs/opportunities/government.html
https://www.gojobs.gov.on.ca/Search.aspx

Jan 31

Implementation with Python: Compare Canadian Health System Performance with Others

Health System Performance

https://medium.com/health-system-performance

Go to the profile of Justetc Social Services (non-profit)

Jan 31

How to Find the Next Moonshot Stock, According to ‘Roaring Kitty’

However, I personally will not/is not taking his advice yet/as-is (Just good to know)

How to Find the Next Moonshot Stock, According to ‘Roaring Kitty’

Keith Gill, the man who inspired the infamous GameStop trade, says value investing isn’t dead, and shoots for 100% in annual returns.

https://www.bloomberg.com/news/articles/2021-01-29/roaring-kitty-who-inspired-gamestop-surge-has-tips-to-find-next-moonshot-stock?srnd=premium-canada

https://www.youtube.com/watch?v=1zi7XVudxME&feature=emb_imp_woyt

https://www.youtube.com/watch?v=XUV0aiE4eSI

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Courses: http://Training.SitesTree.com (Big Data, Cloud, Security, Machine Learning)
Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com
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Jan 30

WordPress Tips

20 Time-Saving WordPress SQL Query Snippets

https://speckyboy.com/wordpress-sql-query-snippets/

https://www.knownhost.com/wiki/resources/manage-wordpress-posts-using-sql

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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

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Jan 29

Startups in Bangladesh

1. On Live Commerce and Convergence of Commerce and Entertainment with Rashedun Nabi, Partner, Strategy & Business Development, Next Billion PTE Limited

2. On Travel Bangladesh, Founder Journey, and Lessons Learned with Ahsan Rony, Founder, and CEO, Travel Bangladesh

3. How iFarmer is Transforming Lives of Farmers in Char Areas Across Bangladesh | Brand story

4. Building A Global SaaS Business From Bangladesh: An Interview With Sheikh Shourav, Founder and President, Apploye Inc

5. BD Venture Exits Brain Station 23 Investment, Claims Excellent Return

6. The Future Startup Dossier: bKash

Jan 28

Resources: Reinforcement Learning and Deep Reinforcement Learning

Platform:

https://gym.openai.com/

Code Examples:

https://towardsdatascience.com/using-deep-q-learning-in-fifa-18-to-perfect-the-art-of-free-kicks-f2e4e979ee66?gi=b96ce845729c

https://becominghuman.ai/reinforcement-learning-with-fifa-and-keras-85ec792e25b2

https://towardsdatascience.com/reinforcement-learning-demystified-solving-mdps-with-dynamic-programming-b52c8093c919

https://github.com/openai/gym/blob/master/gym/envs/toy_text/nchain.py

Theory

https://towardsdatascience.com/introduction-to-various-reinforcement-learning-algorithms-i-q-learning-sarsa-dqn-ddpg-72a5e0cb6287

https://cecas.clemson.edu/ayalew/Papers/Vehicle%20Systems%20Dynamics%20and%20Control/Papers/A%20Saturation%20Balancing%20Control%20Method%20for%20Enhancing%20Dynamic%20Vehicle%20Stability/IJVD%2061_1-4_Paper%203.pdf

https://arxiv.org/pdf/1712.01815.pdf

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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

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Jan 28

Reinforcement Learning and Deep Learning

An interactive notebook training Keras to play Catch

https://github.com/JannesKlaas/sometimes_deep_sometimes_learning/blob/master/reinforcement.ipynb

Key Papers in Deep RL

https://spinningup.openai.com/en/latest/spinningup/keypapers.html#key-papers-in-deep-rl

DEEP REINFORCEMENT LEARNING

https://arxiv.org/pdf/1810.06339v1.pdf

Tesla: Deep Learning
https://quantdare.com/deep-reinforcement-trading/

Playing Atari with Deep Reinforcement Learning

https://arxiv.org/pdf/1312.5602.pdf

AlphaGo is the first computer program to defeat a professional human Go player, the first to defeat a Go world champion, and is arguably the strongest Go player in history.

https://deepmind.com/research/case-studies/alphago-the-story-so-far

Using Deep Q-Learning in FIFA 18 to perfect the art of free-kicks

https://towardsdatascience.com/using-deep-q-learning-in-fifa-18-to-perfect-the-art-of-free-kicks-f2e4e979ee66

https://becominghuman.ai/reinforcement-learning-with-fifa-and-keras-85ec792e25b2

A saturation-balancing control method for enhancing dynamic vehicle stability
https://cecas.clemson.edu/ayalew/Papers/Vehicle%20Systems%20Dynamics%20and%20Control/Papers/A%20Saturation%20Balancing%20Control%20Method%20for%20Enhancing%20Dynamic%20Vehicle%20Stability/IJVD%2061_1-4_Paper%203.pdf

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
https://arxiv.org/pdf/1712.01815.pdf

Reinforcement Learning Demystified: Solving MDPs with Dynamic Programming

https://towardsdatascience.com/reinforcement-learning-demystified-solving-mdps-with-dynamic-programming-b52c8093c919

This game presents moves along a linear chain of states, with two actions:

https://github.com/openai/gym/blob/master/gym/envs/toy_text/nchain.py

The Artificial Intelligence Wiki

https://wiki.pathmind.com/

Glossary:
https://wiki.pathmind.com/glossary

Train DDPG Agent to Control Flying Robot

https://www.mathworks.com/help///deeplearning/ug/train-ddpg-agent-to-control-flying-robot.html

Why should I choose matlab deep learning toolbox over other opensource 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

MnasNet: Platform-Aware Neural Architecture Search for Mobile

https://github.com/tensorflow/tpu/tree/master/models/official/mnasnet

A visual debugger for Jupyter

Debugger: Jupyter
https://blog.jupyter.org/a-visual-debugger-for-jupyter-914e61716559

IPython: https://chrieke.medium.com/jupyter-tips-and-tricks-994fdddb2057

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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/
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Jan 27

Health Status: Transport Accident Mortality (M) 2017 and 2015 . Compare countries including Canada and Canadian Provinces

The author is: Sayed AhmednHealth Status: Transport Accident Mortality (M) 2017 and 2015 . [Compare countries including Canada and Canadian Provinces] Dataset: from CIHI, Canada. The same information plotted with different charts. Data files are also attached. If you see any mistakes, or if you need more information, feel free to inform us [‘Measurement units used: Age-standardized rate per 100,000 males. Heatmap might show relative comparisons; not absolute values. The primary goal of these visualizations are to compare. If units are not provided, interpret them as relative values’] These are outputs from a small Python based tool developed on 2019. The tool can generate many more of such plots easily, and will work with data for other purposeSayed Ahmed Linkedin: https://ca.linkedin.com/in/sayedjustetc Blog: http://sitestree.com, http://bangla.salearningschool.com bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201961893 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201997501 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201996970 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201958139 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201918447 geo_plot_for_a_year_Trans_06_37_PM_on_July_30,_201991890 horizontal_bar_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201997777 line_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201960854 line_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_20195793 pie_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201940441 bar_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201969933 heatmap_health-statusTransport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201926220 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201967535 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201961262 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201964953 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201929397 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201955579 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201982708 line_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201932263 line_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201954335 geo_plot_for_a_year_Trans_06_37_PM_on_July_30,_201986746 pie_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201975071 horizontal_bar_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201931465 bubble_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201920790 bar_Transport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201933330 heatmap_health-statusTransport_Accident_Mortality_(M)_06_37_PM_on_July_30,_201954669 csv_data_file_for_2017_for indicator_Transport_Accident_Mortality_(M)_for_plot_heatmap_across_indicators csv_data_file_for_2017_for indicator_Transport_Accident_Mortality_(M)_for_plot_measure_by_years csv_data_file_for_2017_for indicator_Transport_Accident_Mortality_(M)_forplot_map_measure_by_regions csv_data_file_for_2017_for indicator_Transport_Accident_Mortality_(M)_forplot_measure_by_regions — csv_data_file_for_2015_for indicator_Transport_Accident_Mortality_(M)_for_plot_heatmap_across_indicators csv_data_file_for_2015_for indicator_Transport_Accident_Mortality_(M)_for_plot_measure_by_years csv_data_file_for_2015_for indicator_Transport_Accident_Mortality_(M)_forplot_map_measure_by_regions csv_data_file_for_2015_for indicator_Transport_Accident_Mortality_(M)_forplot_measure_by_regions Share this:

Jan 24

test

Test Test

Jan 22

Must watch courses on Multiple Object Tracking.

This video is part of a lecture series about Multiple Object Tracking. It has six parts,

1. Introduction to Multi-object Tracking, https://www.youtube.com/watch?v=ay_QL… 2. Single-object Tracking in Clutter, https://www.youtube.com/watch?v=UpXpU… 3. Tracking n Objects in Clutter, https://www.youtube.com/watch?v=MdW25… 4. Random Finite Sets, https://www.youtube.com/watch?v=y3nIz… 5. MOT Using Conjugate Priors, https://www.youtube.com/watch?v=m3dso… 6. Outlook – What’s Next?, https://www.youtube.com/watch?v=rolck…

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Courses: http://Training.SitesTree.com (Big Data, Cloud, Security, Machine Learning)
Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com
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