My Sweet Dreams about Automatic Sleep-Stage Classification
https://towardsdatascience.com/my-sweet-dreams-about-automatic-sleep-stage-classification-414128441728?source=collection_home---4------2---------------------

6 Life Lessons I Learned From AI Research

🎥 6 Life Lessons I Learned From AI Research
👁 8 раз ⏳ 457 сек.
Tensorflow experiment link: https://www.reddit.com/r/MachineLearning/comments/4eila2/tensorflow_playground/d20noqu/
Karpathy’s classifier neural network: https://cs.stanford.edu/people/karpathy/convnetjs/demo/cifar10.html

Pick up cool perks on our Patreon page:
› https://www.patreon.com/TwoMinutePapers

We would like to thank our generous Patreon supporters who make Two Minute Papers possible:
313V, Alex Haro, Andrew Melnychuk, Angelos Evripiotis, Anthony Vdovitchenko, Brian Gilman, Christian Ahlin, Christ

DeepMind AlphaFold

🎥 DeepMind AlphaFold
👁 20 раз ⏳ 726 сек.
DeepMind, an AI lab & complete outsider to the field of molecular biology, beat top pharmaceutical companies with 100K+ employees like Pfizer, Novartis, etc. at predicting protein structures. This is huge! DeepMind didn't yet release the paper or code, so I browsed the CASP reports and different related papers to reverse engineer the architecture as best as I could. What I ended up doing is forking a related research papers code and repurposing it, since its very similar (2 residual networks were used). In

​DeepMind AlphaFold

🔗 DeepMind AlphaFold
DeepMind, an AI lab & complete outsider to the field of molecular biology, beat top pharmaceutical companies with 100K+ employees like Pfizer, Novartis, etc....

​Master Python through building real-world applications (Part 6)

https://towardsdatascience.com/master-python-through-building-real-world-applications-part-6-d05a7ea58a23?source=collection_home---4------0---------------------

🔗 Master Python through building real-world applications (Part 6)
Scraping data from FIFA.com using BeautifulSoup

​https://habr.com/ru/company/redmadrobot/blog/436072/

Чисти, размечай: как мы учили чатбот различать клиентские вопросы

#machinelearning #neuralnets #deeplearning #машинноеобучение

Наш телеграмм канал - https://yangx.top/ai_machinelearning_big_data

🔗 Чисти, размечай: как мы учили чатбот различать клиентские вопросы
Антон Чайников, разработчик Data Science, Redmadrobot Привет, Хабр! Сегодня я расскажу о терниях на пути к чатботу, облегчающему работу операторам чата...

Deep Learning, Keras, and TensorFlow

🎥 Introduction to Deep Learning, Keras, and TensorFlow
👁 1 раз ⏳ 3841 сек.
This video was recorded in San Francisco on Jan 9, 2019.

Slides from the video can be viewed here: https://www.slideshare.net/0xdata/introduction-to-deep-learning-keras-and-tensorflow-128124587

This fast-paced session starts with a simple yet complete neural network (no frameworks), followed by an overview of activation functions, cost functions, backpropagation, and then a quick dive into CNNs. Next, we'll create a neural network using Keras, followed by an introduction to TensorFlow and TensorBoard. Fo

WSAI 2018 - Unity Technologies, Danny Lange, VP of AI and Machine Learning

🎥 WSAI 2018 - Unity Technologies, Danny Lange, VP of AI and Machine Learning
👁 1 раз ⏳ 1445 сек.
Enterprise Story - Democratising access to superior technology with machine learning agents

Watch Danny Lange, VP of AI and Machine Learning at Unity Technologies on stage at World Summit AI 2018 in Amsterdam.

​Accelerate the Training of Deep Neural Networks with Batch Normalization

https://machinelearningmastery.com/batch-normalization-for-training-of-deep-neural-networks/

🔗 Accelerate the Training of Deep Neural Networks with Batch Normalization
Training deep neural networks with tens of layers is challenging as they can be sensitive to the initial random weights and configuration of the learning algorithm. One possible reason for this difficulty is the distribution of the inputs to layers deep in the network may change after each mini-batch when the weights are updated. This …

Retainer Agreements in AI Consulting
https://towardsdatascience.com/retainer-agreements-in-ai-consulting-f970f6933975?source=collection_home---4------3---------------------

🎥 Beginner Keras / TensorFlow Tutorial for Deep Learning
👁 1 раз ⏳ 1173 сек.
Source Code
http://apmonitor.com/do/index.php/Main/DeepLearning

Deep learning is a type of machine learning with a multi-layered neural network. It is one of many machine learning methods for synthesizing data into a predictive form. Two applications of deep learning are regression (predict outcome) and classification (distinguish among discrete options). In each case, there is training data that is used to adjust weights (unknown parameters) that minimize a loss function (objective function).

A trained m

https://habr.com/ru/post/436306/

Machine Learning для Vertica

#machinelearning #neuralnets #deeplearning #машинноеобучение

Open Questions: Carlos A. Gomez-Uribe
https://towardsdatascience.com/open-questions-carlos-a-gomez-uribe-980c1af1195c?source=collection_home---4------1---------------------

​Python Machine Learning Tutorial #1 - Introduction

🔗 Python Machine Learning Tutorial #1 - Introduction
This is my 2019 python machine learning tutorial introduction. In this video we go through setting up tensorflow and sklearn so that we are ready to start co...

​Introduction to Deep Learning Recitation 1 (AWS)

🔗 Introduction to Deep Learning Recitation 1 (AWS)

​AutoML: Automating the design of machine learning models for autonomous driving

Link: https://medium.com/waymo/automl-automating-the-design-of-machine-learning-models-for-autonomous-driving-141a5583ec2a

#Waymo #automl #DL #selfdriving #Google

🔗 AutoML: Automating the design of machine learning models for autonomous driving
Through a collaboration with Google AI researchers we’re putting cutting-edge research into practice to automatically generate neural nets.

​How I used NLP (Spacy) to screen Data Science Resumes

Example on how #notAIyet can be used to ease day-to-day job.

Link: https://towardsdatascience.com/do-the-keywords-in-your-resume-aptly-represent-what-type-of-data-scientist-you-are-59134105ba0d

#NLP #HR #DL

🔗 How I used NLP (Spacy) to screen Data Science Resumes
Do the keywords in your Resume aptly represent what type of Data Scientist you are?

​Как UEBA помогает повышать уровень кибербезопасности

Организации, которые хотят добавить расширенные аналитические возможности или возможности машинного обучения в свой арсенал ИТ-безопасности, имеют в своем распоряжении относительно новое решение: систему аналитики поведения пользователей и сущностей – User and Entity Behavior Analytics (UEBA).

🔗 Как UEBA помогает повышать уровень кибербезопасности
Организации, которые хотят добавить расширенные аналитические возможности или возможности машинного обучения в свой арсенал ИТ-безопасности, имеют в своем...

​Exploratory Design in Data Visualization

🔗 Exploratory Design in Data Visualization – Towards Data Science
Understanding and leveraging chart similarity

​Github repository of lecture series:

https://github.com/lexfridman/mit-deep-learning?fbclid=IwAR0jLFfsHt4k_7Y3QfT-leXoIhCoDlg3bzjXyBxDX01hJcJkDtKS340OaQU

🔗 lexfridman/mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses. - lexfridman/mit-deep-learning

Exploratory Design in Data Visualization
https://towardsdatascience.com/exploratory-design-in-data-visualization-87bc60ce7f04?source=collection_home---2------0---------------------