Pythonic AI
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منابع، دوره ها، همایشها ، مقالات و میم کامپیوتر
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Forwarded from Pythonic AI (Soroush Hashemi far)
1. Deep Science: Using machine learning to study anatomy, weather and earthquakes (20 hours ago)
https://techcrunch.com/2021/01/04/deep-science-using-machine-learning-to-study-anatomy-weather-and-earthquakes

2. How artificial intelligence will be used in 2021 (December 31, 2020)
https://techcrunch.com/2020/12/31/how-artificial-intelligence-will-be-used-in-2021

3. National Grid sees machine learning as the brains behind the utility business of the future (December 24, 2020)
https://techcrunch.com/2020/12/24/national-grid-sees-machine-learning-as-the-brains-behind-the-utility-business-of-the-future

4. Arthur.ai snags $15M Series A to grow machine learning monitoring tool (December 9, 2020)
https://techcrunch.com/2020/12/09/arthur-ai-snags-15m-series-a-to-grow-machine-learning-monitoring-tool

5. AWS expands on SageMaker capabilities with end-to-end features for machine learning (December 9, 2020)
https://techcrunch.com/2020/12/08/aws-expands-on-sagemaker-capabilities-with-end-to-end-features-for-machine-learning

6. AWS announces SageMaker Clarify to help reduce bias in machine learning models (December 8, 2020)
https://techcrunch.com/2020/12/08/aws-announces-sagemaker-clarify-to-help-reduce-bias-in-machine-learning-models

7. Tecton.ai nabs $35M Series B as it releases machine learning feature store (December 7, 2020)
https://techcrunch.com/2020/12/07/tecton-ai-nabs-35m-series-b-as-it-releases-machine-learning-feature-store

8. AWS launches SageMaker Data Wrangler, a new data preparation service for machine learning (December 1, 2020)
https://techcrunch.com/2020/12/01/aws-launches-sagemaker-data-wrangler-a-new-data-preparation-service-for-machine-learning

9. AWS announces Panorama, a device that adds machine learning technology to any camera (December 1, 2020)
https://techcrunch.com/2020/12/01/aws-announces-panorama-a-device-adds-machine-learning-technology-to-any-camera

10. AWS launches Trainium, its new custom ML training chip (December 1, 2020)
https://techcrunch.com/2020/12/01/aws-launches-trainium-its-new-custom-ml-training-chip

#machinelearning #artificialintelligence #news

@pythonicAI
Forwarded from NeColl
1. Connecting employer healthcare plans to surgical centers of excellence nets Carrum Health $40 million (44 minutes ago)
https://techcrunch.com/2021/01/07/connecting-employer-healthcare-plans-to-surgical-centers-of-excellence-nets-carrum-health-40-million/

2. 11 Essential Skills Executive Teams Need From Their CIOs (4 hours ago)
https://www.forbes.com/sites/forbestechcouncil/2021/01/07/11-essential-skills-executive-teams-need-from-their-cios/

3. Ensuring Healthcare’s Innovation Boom Benefits All Equally (4 hours ago)
https://www.forbes.com/sites/traceywelsonrossman/2021/01/07/ensuring-healthcares-innovation-boom-benefits-all-equally/

4. How Individual Investors Can Become Your Most Loyal And Valuable Customers (7 hours ago)
https://www.forbes.com/sites/garydrenik/2021/01/07/how-individual-investors-can-become-your-most-loyal-and-valuable-customers/

5. Seoul Robotics: A 3D Vision Of The Future (8 hours ago)
https://www.forbes.com/sites/marcoannunziata/2021/01/07/seoul-robotics-a-3d-vision-of-the-future/

6. Hoping That The Digital Economy Is Here To Stay, Quantum Metric Secures Unicorn Status With $200 Million Series B (8 hours ago)
https://www.forbes.com/sites/elizahaverstock/2021/01/07/hoping-that-digital-is-here-to-stay-quantum-metric-secures-unicorn-status-with-200-million-series-b/

7. Burger King Rolls Out Its First Rebrand In More Than 20 Years (10 hours ago)
https://www.forbes.com/sites/aliciakelso/2021/01/07/burger-king-rolls-out-its-first-rebrand-in-more-than-20-years/

8. Diversity And Inclusion Begins With Job Listings (Jan 6, 2021)
https://www.forbes.com/sites/forbestechcouncil/2021/01/06/diversity-and-inclusion-begins-with-job-listings/

9. MLOps - The Missing Piece In The Enterprise AI Puzzle (Jan 5, 2021)
https://www.forbes.com/sites/janakirammsv/2021/01/05/mlopsthe-missing-piece-in-the-enterprise-ai-puzzle/

10. Forbes A.I. Awards 2020: Meet GPT-3, The Computer Program That Can Write An Op-Ed (Jan 4, 2021)
https://www.forbes.com/sites/kenrickcai/2021/01/04/forbes-ai-awards-2020-meet-gpt-3-the-computer-program-that-can-write-an-op-ed/

11. Deep Science: Using machine learning to study anatomy, weather and earthquakes (January 4, 2021)
https://techcrunch.com/2021/01/04/deep-science-using-machine-learning-to-study-anatomy-weather-and-earthquakes/

12. How artificial intelligence will be used in 2021 (December 31, 2020)
https://techcrunch.com/2020/12/31/how-artificial-intelligence-will-be-used-in-2021/

13. 11 Of The Smartest Ways To Leverage Machine Learning Ad Tools (Dec 30, 2020)
https://www.forbes.com/sites/forbesagencycouncil/2021/12/30/11-of-the-smartest-ways-to-leverage-machine-learning-ad-tools/

14. National Grid sees machine learning as the brains behind the utility business of the future (December 24, 2020)
https://techcrunch.com/2020/12/24/national-grid-sees-machine-learning-as-the-brains-behind-the-utility-business-of-the-future/

15. Arthur.ai snags $15M Series A to grow machine learning monitoring tool (December 9, 2020)
https://techcrunch.com/2020/12/09/arthur-ai-snags-15m-series-a-to-grow-machine-learning-monitoring-tool/

#machinelearning

@pythonicAI
MaskedFace-Net -- A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19

By: Adnane Cabani, Karim Hammoudi, Halim Benhabiles, and Mahmoud Melkemi

Link

#dataset #machinelearning #deeplearning #artificialintelligence

@pythonicAi
Forwarded from Pythonic AI (Soroush Hashemi far)
شرکت Amazon یه سری کورس رایگان گذاشته که قبلا فقط برای کارمندانش بوده. این آموزشها شامل 9 بخشه که سه بخش اولش شامل:
🔸NLP
🔸Computer Vision
🔸Tabular Data
میشه. اگه به ماشین لرنینگ و دیتاساینس علاقه دارید، فرصت رو از دست ندید.
Youtube channel

متریال آموزشی هم اینجاست👇
https://github.com/aws-samples/aws-machine-learning-university-accelerated-nlp

https://github.com/aws-samples/aws-machine-learning-university-accelerated-cv

https://github.com/aws-samples/aws-machine-learning-university-accelerated-tab

#machinelearning #datascience #computervision #nlp #artificialintelligence #course

@pythonicAi
Audio Deep Learning Made Simple: Automatic Speech Recognition (ASR), How it Works


Speech-to-Text algorithm and architecture, including Mel Spectrograms, MFCCs, CTC Loss and Decoder, in Plain English

Link

#machinelearning #deeplearning #speechrecognition #ctcloss

@pythonicAi
Forwarded from NeColl
1. Prime Day Predictions From One Of Amazon’s Largest Third-Party Sellers And Newly Minted Unicorn, Perch. (1 hour ago)
https://www.forbes.com/sites/garydrenik/2021/06/02/prime-day-predictions-from-one-of-amazons-largest-third-party-sellers-and-newly-minted-unicorn-perch/

2. Machine Learning Is Not A 'Better Horse' (3 hours ago)
https://www.forbes.com/sites/forbestechcouncil/2021/06/02/machine-learning-is-not-a-better-horse/

3. 16 Trinity Challenge Finalists Hold Out Hope For Future Pandemic Management (23 hours ago)
https://www.forbes.com/sites/nigelwilson/2021/06/01/16-trinity-challenge-finalists-hold-out-hope-for-future-pandemic-management/

4. Why Do Board Directors And CEO’s Need To Value Sustainability And AI Relevance? (May 31, 2021)
https://www.forbes.com/sites/cindygordon/2021/05/31/why-do-board-directors-and-ceos-need-to-value-sustainability-and-ai-relevance/

5. Making AI Sing: An Interview With Verphoria On The Use Of Artificial Intelligence Within The Music Industry (May 31, 2021)
https://www.forbes.com/sites/anniebrown/2021/05/31/making-ai-sing-an-interview-with-verphoria-on-the-use-of-artificial-intelligence-within-the-music-industry/

6. The Five Ways To Build Machine Learning Models (May 30, 2021)
https://www.forbes.com/sites/cognitiveworld/2021/05/30/the-five-ways-to-build-machine-learning-models/

7. On Thinking Machines, Machine Learning, And How AI Took Over Statistics (May 28, 2021)
https://www.forbes.com/sites/gilpress/2021/05/28/on-thinking-machines-machine-learning-and-how-ai-took-over-statistics/

8. Korea's Riiid raises $175M from SoftBank to expand its AI-based learning platform to global markets (May 24, 2021)
https://techcrunch.com/2021/05/24/riiid-ai-education-softbank/

9. Google Revamps Its Cloud-Based Machine Learning Platform Yet Again (May 19, 2021)
https://www.forbes.com/sites/janakirammsv/2021/05/19/google-revamps-its-cloud-based-machine-learning-platform-yet-again/

10. Why MLOps Is Critical To The Future Of Your Business (May 19, 2021)
https://www.forbes.com/sites/googlecloud/2021/05/19/why-mlops-is-critical-to-the-future-of-your-business/

11. Google Cloud launches Vertex AI, a new managed machine learning platform (May 18, 2021)
https://techcrunch.com/2021/05/18/google-cloud-launches-vertex-a-new-managed-machine-learning-platform/

12. Google Analytics prepares for life after cookies (May 13, 2021)
https://techcrunch.com/2021/05/13/google-analytics-prepares-for-life-after-cookies/

13. AI is ready to take on a massive healthcare challenge (May 6, 2021)
https://techcrunch.com/2021/05/06/ai-is-ready-to-take-on-a-massive-healthcare-challenge/

14. Computer vision inches toward 'common sense' with Facebook's latest research (April 30, 2021)
https://techcrunch.com/2021/04/30/computer-vision-inches-towards-common-sense-with-facebooks-latest-research/

#machinelearning

@pythonicAI
Online Berkeley Deep Learning Lectures 2021

University of Berkeley released its fresh course lectures online for everyone to watch. Welcome Berkeley CS182/282 Deep Learnings - 2021!

Link

#machinelearning #deeplearning #course #mooc #berkeley

@pythonicAi
The key idea behind the Convolutional Neural Nets:

The ability of learning networks can be greatly enhanced by providing constraints from the task domain.

Link

#deeplearning #convolution #neuralnetwork #machinelearning #article

@pythonicAi
CS229: Machine Learning | Summer 2020 Lecture Series | Stanford

Link

#machinelearning #course #stanford

@pythonicAi
Join our discussion group to share your knowledge and resolve your issues in #python #machinelearning and #artificialintelligence.

با عضویت در گروه بحث و گفتگوی ما میتوانید دانش خود را با دیگران به اشتراک گذاشته و مسائل و سوالات خود در زمینه #ماشین_لرنینگ #پایتون و #هوش_مصنوعی را برطرف نمایید.

@pythonic_discussion