PyTorch Machine Learning Tutorial - Machine Learning with Python and PyTorch
https://www.youtube.com/watch?v=TB-G1KqRb5o
https://www.youtube.com/watch?v=TB-G1KqRb5o
YouTube
PyTorch Python Tutorial | PyTorch Machine Learning Tutorial | Deep Learning Using PyTorch
Master Deep Learning and Computer Vision with PyTorch - Full Course on sale for $10! (normally $200):
https://www.udemy.com/pytorch-for-deep-learning-and-computer-vision/?couponCode=PYTORCHYOUTUBE09
PyTorch has rapidly become one of the most transformative…
https://www.udemy.com/pytorch-for-deep-learning-and-computer-vision/?couponCode=PYTORCHYOUTUBE09
PyTorch has rapidly become one of the most transformative…
Boosting: Is It Always The Best Option?
https://towardsdatascience.com/boosting-is-it-always-the-best-option-ce624a359c19
https://towardsdatascience.com/boosting-is-it-always-the-best-option-ce624a359c19
Medium
Boosting: Is It Always The Best Option?
Gradient boosting has become quite a popular technique in the area of machine learning. Given its reputation for achieving potentially…
Работа с Big Data в «МегаФон»
Директор по аналитике больших данных компании «МегаФон» рассказывает, как вырасти в профессионала в области big data и как именно работает с ними сотовый оператор.
https://www.youtube.com/watch?v=C6zSSWoOUOw«МегаФон»
Директор по аналитике больших данных компании «МегаФон» рассказывает, как вырасти в профессионала в области big data и как именно работает с ними сотовый оператор.
https://www.youtube.com/watch?v=C6zSSWoOUOw«МегаФон»
YouTube
МегаФон: как мы работаем с большими данными — OH, MY CODE #29
Директор по аналитике больших данных в «МегаФон» Виталий Щербаков рассказал о том, как происходит сбор и аналитика больших данных, как построить предсказательную модель поведения пользователей и как устроиться на работу в компанию. В конце ролика, по традиции…
Recurrent Neural Networks
Remembering what’s important
https://towardsdatascience.com/recurrent-neural-networks-d4642c9bc7ce
Remembering what’s important
https://towardsdatascience.com/recurrent-neural-networks-d4642c9bc7ce
Medium
Recurrent Neural Networks
Remembering what’s important
All the Steps to Build your first Image Classifier (with code)
From creating datasets to testing your program accuracy
https://medium.com/@artux51/all-the-steps-to-build-your-first-image-classifier-with-code-cf244b015799
From creating datasets to testing your program accuracy
https://medium.com/@artux51/all-the-steps-to-build-your-first-image-classifier-with-code-cf244b015799
Medium
All the Steps to Build your first Image Classifier (with code)
From creating datasets to testing your program accuracy
Probability Theory for Machine/Deep Learning
https://towardsdatascience.com/probability-theory-for-deep-learning-9551b9255cf0?source=collection_home---4------3---------------------
https://towardsdatascience.com/probability-theory-for-deep-learning-9551b9255cf0?source=collection_home---4------3---------------------
Medium
Probability Theory for Machine/Deep Learning
A very quick introduction to building a foundation in probability theory for understanding machine/deep learning
Как можно упростить и ускорить вычисление нейронной сети прямого распространения
https://habr.com/ru/hub/artificial_intelligence/
https://habr.com/ru/hub/artificial_intelligence/
Хабр
Искусственный интеллект — AI, ANN и иные формы искусственного разума / Хабр
Искусственный интеллект: как он есть и каким он должен быть.
По определению, к задачам искусственного интеллекта относятся все задачи, не имеющие точного алгоритмического решения.
Вот и давайте поговорим про нейронные сети, генетические алгоритмы, задачи…
По определению, к задачам искусственного интеллекта относятся все задачи, не имеющие точного алгоритмического решения.
Вот и давайте поговорим про нейронные сети, генетические алгоритмы, задачи…
A Gentle Introduction to Hypotheses in Machine Learning
What is a Hypothesis in Machine Learning?
https://machinelearningmastery.com/what-is-a-hypothesis-in-machine-learning/
What is a Hypothesis in Machine Learning?
https://machinelearningmastery.com/what-is-a-hypothesis-in-machine-learning/
Build your own Robust Deep Learning Environment in Minutes
A guide to the less desirable aspects of deep learning environment configurations
https://towardsdatascience.com/build-your-own-robust-deep-learning-environment-in-minutes-354cf140a5a6
A guide to the less desirable aspects of deep learning environment configurations
https://towardsdatascience.com/build-your-own-robust-deep-learning-environment-in-minutes-354cf140a5a6
Medium
Build your own Robust Deep Learning Environment in Minutes
A guide to the less desirable aspects of deep learning environment configurations
Machine-Learning-A-Probabilistic-Perspective.pdf
25.1 MB
Machine Learning A Probabilistic Perspective
Kevin P. Murphy
Kevin P. Murphy
Announcement: TensorFlow 2.0 Has Arrived!
Few months ago I mentioned some of the exciting new features that will be included in TensorFlow 2.0.
https://towardsdatascience.com/announcement-tensorflow-2-0-has-arrived-ee59283fd83a
Few months ago I mentioned some of the exciting new features that will be included in TensorFlow 2.0.
https://towardsdatascience.com/announcement-tensorflow-2-0-has-arrived-ee59283fd83a
Medium
Announcement: TensorFlow 2.0 Has Arrived!
Few months ago I mentioned some of the exciting new features that will be included in TensorFlow 2.0.
Exploring Neural Networks with Activation Atlases
http://ai.googleblog.com/2019/03/exploring-neural-networks.html
http://ai.googleblog.com/2019/03/exploring-neural-networks.html
Googleblog
Exploring Neural Networks with Activation Atlases
How to Demonstrate Your Basic Skills with #DeepLearning
https://machinelearningmastery.com/how-to-demonstrate-basic-deep-learning-competence/
https://machinelearningmastery.com/how-to-demonstrate-basic-deep-learning-competence/
Forwarded from Python/ django
How to get started with Python for Deep Learning and Data Science
A step-by-step guide to setting up Python for a complete beginner
https://medium.freecodecamp.org/how-to-get-started-with-python-for-deep-learning-and-data-science-3bed07f91a08
A step-by-step guide to setting up Python for a complete beginner
https://medium.freecodecamp.org/how-to-get-started-with-python-for-deep-learning-and-data-science-3bed07f91a08
freeCodeCamp.org
How to get started with Python for Deep Learning and Data Science
By Joseph Lee Wei En A step-by-step guide to setting up Python for a complete beginner You can code your own Data Science or Deep Learning project in just a couple of lines of code these days. This is not an exaggeration; many programmers out there ...
Google Open-Sources GPipe Library for Training Large-Scale Neural Network Models
https://medium.com/syncedreview/google-open-sources-gpipe-library-for-training-large-scale-neural-network-models-8b8ef324382c
https://medium.com/syncedreview/google-open-sources-gpipe-library-for-training-large-scale-neural-network-models-8b8ef324382c
Medium
Google Open-Sources GPipe Library for Training Large-Scale Neural Network Models
Deep neural network (DNN) models such as BigGAN, BERT, and GPT 2.0 have demonstrated that larger DNN models produce better task…
“Deep learning” about transcription factor-DNA binding
Using a convolutional neural network to measure transcription factor-DNA binding
https://towardsdatascience.com/deep-learning-about-transcription-factor-dna-binding-1d9753eabcc2
Using a convolutional neural network to measure transcription factor-DNA binding
https://towardsdatascience.com/deep-learning-about-transcription-factor-dna-binding-1d9753eabcc2
Medium
“Deep learning” about transcription factor-DNA binding
Using a convolutional neural network to measure transcription factor-DNA binding
NLP Learning Series: Part 3 - Attention, CNN and what not for Text Classification
https://mlwhiz.com/blog/2019/03/09/deeplearning_architectures_text_classification/
https://mlwhiz.com/blog/2019/03/09/deeplearning_architectures_text_classification/
Mlwhiz
NLP Learning Series: Part 3 - Attention, CNN and what not for Text Classification
This post is the third post of the NLP Text classification series.