Deep learning lecture series 2020, DeepMind ft. UCL
Link
#deeplearning #artificialintelligence #course
@pythonicAi
Link
#deeplearning #artificialintelligence #course
@pythonicAi
YouTube
DeepMind x UCL | Deep Learning Lectures | 1/12 | Intro to Machine Learning & AI
In this lecture DeepMind Research Scientist and UCL Professor Thore Graepel explains DeepMind's machine learning based approach towards AI. He examples of how deep learning and reinforcement learning can be combined to build intelligent systems, including…
Forwarded from Pythonic AI (Soroush Hashemi far)
Intro: A New Way to Start Linear Algebra, by Gilbert Strang
Edition: 2020
Link
Youtube videos
#course #linalg #math #machinelearning #artificialintelligence
@pythonicAi
Edition: 2020
Link
Youtube videos
#course #linalg #math #machinelearning #artificialintelligence
@pythonicAi
MIT OpenCourseWare
A Vision of Linear Algebra | Mathematics | MIT OpenCourseWare
This collection of videos presents Professor Strang’s updated vision of how linear algebra could be taught.
It starts with six brief videos, recorded in 2020, containing many ideas and suggestions about the recommended order of topics in teaching and learning…
It starts with six brief videos, recorded in 2020, containing many ideas and suggestions about the recommended order of topics in teaching and learning…
Interview of Andrej by Andrew Ng
https://www.deeplearning.ai/blog/hodl-andrej-karpathy
#artificialintelligence #interview #andrewng #andrejkarpathy
@pythonicAi
https://www.deeplearning.ai/blog/hodl-andrej-karpathy
#artificialintelligence #interview #andrewng #andrejkarpathy
@pythonicAi
www.deeplearning.ai
Heroes of Deep Learning: Andrej Karpathy - DeepLearning.AI
"It's really important to not abstract away things. You need to have a full understanding of the whole stack." Andrej Karpathy was first exposed to AI as
Mathematics for Machine Learning
https://mml-book.github.io/book/mml-book.pdf
#math #machinelearning #artificialintelligence #book
@pythonicAi
https://mml-book.github.io/book/mml-book.pdf
#math #machinelearning #artificialintelligence #book
@pythonicAi
Deep Learning for coders
Instructor: Jeremy Howard (FastAi)
Link
#deeplearning #artificialintelligence #course
@pythonicAi
Instructor: Jeremy Howard (FastAi)
Link
#deeplearning #artificialintelligence #course
@pythonicAi
YouTube
Jeremy Howard
Deep learning is transforming the world. We are making deep learning easier to use and getting more people from all backgrounds involved through our free courses for coders, software library, cutting-edge research, and community.
The world needs everyone…
The world needs everyone…
Deep Learning with Pytorch
Instructor: Alfredo Canziani
Link
#deeplearning #artificialintelligence #course
@pythonicAi
Instructor: Alfredo Canziani
Link
#deeplearning #artificialintelligence #course
@pythonicAi
YouTube
NYU Deep Learning SP20
Course website: http://bit.ly/DLSP20-web
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
🔸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
MIT launched a New free Course on Machine learning
https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/about
#machinelearning #artificialintelligence #course
@pythonicAi
https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/about
#machinelearning #artificialintelligence #course
@pythonicAi
openlearninglibrary.mit.edu
Introduction to Machine Learning
This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction. It includes formulation of learning problems and concepts of representation, over-fitting, and generalization. These concepts…
Federated Learning
چیست؟
A machine learning procedure where the goal is to train a high-quality model with data distributed over several independent providers.
به این شکل که بجای جابجا کردن دیتا بین سرورها و تجمیع آنها، مدل ها و الگوریتمها دست به دست میشوند.
اهمیت federated learning در کیس های زیر مشخص میشود:
- حفظ حریم شخصی کاربران اهمیت زیادی دارد
- جابجایی دیتا از یک سرور به سرور دیگر ممکن است هزینه زیادی به بار آورد
- محافظت از دیتا (data protection) اهمیت بالایی دارد
#artificialintelligence #machinelearning
@pythonicAi
چیست؟
A machine learning procedure where the goal is to train a high-quality model with data distributed over several independent providers.
به این شکل که بجای جابجا کردن دیتا بین سرورها و تجمیع آنها، مدل ها و الگوریتمها دست به دست میشوند.
اهمیت federated learning در کیس های زیر مشخص میشود:
- حفظ حریم شخصی کاربران اهمیت زیادی دارد
- جابجایی دیتا از یک سرور به سرور دیگر ممکن است هزینه زیادی به بار آورد
- محافظت از دیتا (data protection) اهمیت بالایی دارد
#artificialintelligence #machinelearning
@pythonicAi
7 Awesome Open Source Machine Learning Project Repos
1⃣ DeOldify
2⃣ Real-Time Voice Cloning
3⃣ Face Recognition
4⃣ NeuralTalk2
5⃣ U-GAT-IT
6⃣ Srez
7⃣ TecoGAN
#artificialintelligence #machinelearning
@pythonicAi
1⃣ DeOldify
2⃣ Real-Time Voice Cloning
3⃣ Face Recognition
4⃣ NeuralTalk2
5⃣ U-GAT-IT
6⃣ Srez
7⃣ TecoGAN
#artificialintelligence #machinelearning
@pythonicAi
GitHub
GitHub - jantic/DeOldify: A Deep Learning based project for colorizing and restoring old images (and video!)
A Deep Learning based project for colorizing and restoring old images (and video!) - jantic/DeOldify
Forwarded from Pythonic AI (Soroush Hashemi far)
Mathematics for Machine Learning
https://mml-book.github.io/book/mml-book.pdf
#math #machinelearning #artificialintelligence #book
@pythonicAi
https://mml-book.github.io/book/mml-book.pdf
#math #machinelearning #artificialintelligence #book
@pythonicAi
Forwarded from Pythonic AI (Soroush Hashemi far)
Deep Learning with Pytorch
Instructor: Alfredo Canziani
Link
#deeplearning #artificialintelligence #course
@pythonicAi
Instructor: Alfredo Canziani
Link
#deeplearning #artificialintelligence #course
@pythonicAi
YouTube
NYU Deep Learning SP20
Course website: http://bit.ly/DLSP20-web
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
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
TechCrunch
National Grid sees machine learning as the brains behind the utility business of the future
If the portfolio of a corporate venture capital firm can be taken as a signal for the strategic priorities of their parent companies, then National Grid has high hopes for automation as the future of the utility industry.
New banger from OpenAI – DALL·E (Dalí + WALL·E).
It generates images from text captions and it's amazing!
حالا میتونین مقالات علمی‌ای داشته باشین که متنش با مدل gpt-3 تولید شده و پلات‌هاش با dall-E رسم شده باشه :)
Link
#deeplearning #artificialintelligence #openai
@pythonicAi
It generates images from text captions and it's amazing!
حالا میتونین مقالات علمی‌ای داشته باشین که متنش با مدل gpt-3 تولید شده و پلات‌هاش با dall-E رسم شده باشه :)
Link
#deeplearning #artificialintelligence #openai
@pythonicAi
MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs
Link
#deeplearning #artificialintelligence #gan
@pythonicAi
Link
#deeplearning #artificialintelligence #gan
@pythonicAi
This media is not supported in your browser
VIEW IN TELEGRAM
StyleGANv2 to manipulate distinct face regions
Paper
Code
#deeplearning #artificialintelligence #gan
@pythonicAi
Paper
Code
#deeplearning #artificialintelligence #gan
@pythonicAi
This media is not supported in your browser
VIEW IN TELEGRAM
Adversarial Latent Autoencoders (ALAE) not only generate 1024x1024 images with StyleGAN’s quality but also allow to manipulate real-world images in a feed-forward manner.
Paper
Code
#deeplearning #artificialintelligence #gan
@pythonicAi
Paper
Code
#deeplearning #artificialintelligence #gan
@pythonicAi
500 AI, Machine learning, Deep learning, Computer vision, and NLP Projects with code
Link
#machinelearning #deeplearning #artificialintelligence #project
@pythonicAi
Link
#machinelearning #deeplearning #artificialintelligence #project
@pythonicAi
GitHub
GitHub - ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code: 500 AI Machine learning Deep…
500 AI Machine learning Deep learning Computer vision NLP Projects with code - ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
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
By: Adnane Cabani, Karim Hammoudi, Halim Benhabiles, and Mahmoud Melkemi
Link
#dataset #machinelearning #deeplearning #artificialintelligence
@pythonicAi