Interview of Andrej by Andrew Ng

https://www.deeplearning.ai/blog/hodl-andrej-karpathy

#artificialintelligence #interview #andrewng #andrejkarpathy

@pythonicAi

Mathematics for Machine Learning

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

Deep Learning with Pytorch

Instructor: Alfredo Canziani

Link

#deeplearning #artificialintelligence #course

@pythonicAi

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

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

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

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

Mathematics for Machine Learning

https://mml-book.github.io/book/mml-book.pdf

#math #machinelearning #artificialintelligence #book

@pythonicAi

Deep Learning with Pytorch

Instructor: Alfredo Canziani

Link

#deeplearning #artificialintelligence #course

@pythonicAi

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

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

​​MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs

Link

#deeplearning #artificialintelligence #gan

@pythonicAi

StyleGANv2 to manipulate distinct face regions

Paper

Code

#deeplearning #artificialintelligence #gan

@pythonicAi

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

500 AI, Machine learning, Deep learning, Computer vision, and NLP Projects with code

Link

#machinelearning #deeplearning #artificialintelligence #project

@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

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

https://github.com/soroushhashemifar/Multi-Layered-Perceptron

https://github.com/mnielsen/neural-networks-and-deep-learning

پیاده سازی شبکه عصبی و یادگیری عمیق از پایه و بدون استفاده از کتابخانه های سطح بالا

#deeplearning #machinelearning #artificialintelligence

@pythonicAi

Will AI Make You Faster/Smarter/Stronger ... Or Just Replace You?

There's always a third option, the one Elon Musk worries about. That is, of course, Skynet.

But AI is already here, even if it’s not self-aware. And we’re adding more of it every day to our homes, our offices, our workplaces, and our cities.

For instance, an AI radiologist is unlikely to be able to converse with a patient, question the source of the data it is looking at, seek tangential possibilities, or interface with doctors. But a radiologist using AI could be smarter and faster, freeing up more time for both deeper human connection and additional work.

Read more

#artificialintelligence #skynet #article

@pythonicAi