​What is adversarial machine learning, and how is it used today?

-Generative modeling, security, model-based optimization, neuroscience, fairness, and more!

Here's a fantastic video overview by Ian Goodfellow.
http://videos.re-work.co/videos/1351-ian-goodfellow
#ML #adversarialML #AI #datascience

🔗 Ian Goodfellow
At the time of his presentation, Ian was a Senior Staff Research Scientist at Google and gave an insight into some of the latest breakthroughs in GANs. Dubbed the 'Godfather of GANs', who better to get an overview from than Ian? Post discussion, Ian had one of the longest question queues that we have seen at one of our summits, skip the queue and watch his presentation from the comfort of your PC here

​9 способов дополнительного заработка для Data Scientist-а.

https://youtu.be/1FrY7ARSf10

🔗 9 Ways You Can Make Extra Income as a Data Scientist
In this video I talk about 9 ways I have used or seen others make extra income as a data scientist. These ways vary in difficulty, risk level, and the amount of money that you can make, but all of them have the potential to help you develop your skills and earn $$$. #DataScience #DataScienceJobs #DataScienceIncome 1) Write for medium or start your own blog. My Medium Articles: https://medium.com/@kenneth.b.jee 2) Complete in kaggle or topcoder competitions Kaggle: https://www.kaggle.com/competitions Top

​#MoscowTravelHack #DataScience #ПредиктивнаяАналитика

Задачи для DataSience-команд и аналитиков в рамках хакатона Moscow Travel Hack. Создай предиктивную модель покупки билета на основе данных о пользователе в сервисе «Мегафон Путешествия» или придумай рекомендательный сервис, который сможет построить индивидуальную программу посещения Москвы для иностранного туриста на платформе Russpass.

Эти и другие 10 задач можно найти на сайте хакатона travelhack.moscow
Призовой фонд — 1,1 млн рублей!

🔗 Moscow Travel Hack
Создай новые технологии и digital-решения для туризма. Призовой фонд 1.1 миллион рублей. Прием заявок до 28 января.

🎥 Machine Learning for federated privacy-preserving scenarios with Roberto Díaz Morales
👁 2 раз ⏳ 2057 сек.
In this session, Roberto Díaz Morales will introduce the Musketeer project (http://musketeer.eu), funded by the Horizon 2020 programme, which is the biggest EU Research and Innovation programme.

#BIGTH19 #MachineLearning #Analytics #DataScience

Session presented at Big Things Conference 2019 by Roberto Díaz Morales, Head of Deep Learning Unit at Tree Technology.

21st November 2019
Kinépolis, Madrid

Do you want to know more? https://www.bigthingsconference.com/

🎥 Support Vector Machine(SVM)-Machine Learning (Data Science)
👁 1 раз ⏳ 4319 сек.
#datascience #machinelearning #totaldatascience #clustering
In this Live class video, you will learn Support Vector Machine which is one of the most critical machine learning algorithms.

FOR MORE PROJECTS AND LIVE ONLINE TUTORIALS:

Join The Data Science Projects Training

REGISTER HERE: https://bit.ly/33TmYiP
INTRODUCTION:

LIVE ONLINE TRAINING

Set Up Your Personal Blog/Website
Set Up Your Linkedin Page Professionally
Git and Github
Professional Resume Sample
Interview Preparations
One-on-One Career Co

🎥 Machine Learning in R | Data Science for Beginners | XGBoost | Regression | Boston Dataset | CARET
👁 1 раз ⏳ 798 сек.
#datascience #machinelearning #dataanalyst #R
Download End-to-End Notebooks in Python and R for Citizen Data Scientists and Machine Learning Developers from https://wacamlds.podia.com/end-to-end-notebooks-for-citizen-data-scientists?coupon=WACAMLDS80

Practice makes perfect. Please practise this recipe on your own IDE to speed up your learning in the field of Applied Data Science & Machine Learning. Search the title at https://setscholars.net and Download code from https://setscholars.net

This end-to-end

🎥 Machine Learning in R | Data Science for Beginners | XGBoost | Regression | Boston Dataset | CARET
👁 1 раз ⏳ 798 сек.
#datascience #machinelearning #dataanalyst #R
Download End-to-End Notebooks in Python and R for Citizen Data Scientists and Machine Learning Developers from https://wacamlds.podia.com/end-to-end-notebooks-for-citizen-data-scientists?coupon=WACAMLDS80

Practice makes perfect. Please practise this recipe on your own IDE to speed up your learning in the field of Applied Data Science & Machine Learning. Search the title at https://setscholars.net and Download code from https://setscholars.net

This end-to-end

🎥 Machine Learning in R | Data Science for Beginners | Random Forest | Boston House Data | Regression
👁 1 раз ⏳ 552 сек.
#datascience #machinelearning #dataanalyst #R
Download End-to-End Notebooks in Python and R for Citizen Data Scientists and Machine Learning Developers from https://wacamlds.podia.com/end-to-end-notebooks-for-citizen-data-scientists?coupon=WACAMLDS80

Practice makes perfect. Please practise this recipe on your own IDE to speed up your learning in the field of Applied Data Science & Machine Learning. Search the title at https://setscholars.net and Download code from https://setscholars.net

This end-to-end

🎥 K Means Clustering Algorithms P.2 | Unsupervised Learning | Machine Learning
👁 1 раз ⏳ 1052 сек.
#kmeans #Machinelearning #datascience
In the video you will learn Kmeans clustering technique, which is a popular unsupervised learning algorithm.

For courses on Credit risk modelling, Market Risk Analytics, Marketing Analytics, Supply chain Analytics and Data Science/ML projects contact analyticsuniversity@gmail.com

For Study Packs : http://analyticuniversity.com/

Complete Data Science Course : http://bit.ly/34Sucmb

Access All Coursera(+) courses @ $400 : https://bit.ly/34ovs1O
Discounted courses on U

🎥 K Means Clustering Algorithms P.2 | Unsupervised Learning | Machine Learning
👁 1 раз ⏳ 1052 сек.
#kmeans #Machinelearning #datascience
In the video you will learn Kmeans clustering technique, which is a popular unsupervised learning algorithm.

For courses on Credit risk modelling, Market Risk Analytics, Marketing Analytics, Supply chain Analytics and Data Science/ML projects contact analyticsuniversity@gmail.com

For Study Packs : http://analyticuniversity.com/

Complete Data Science Course : http://bit.ly/34Sucmb

Access All Coursera(+) courses @ $400 : https://bit.ly/34ovs1O
Discounted courses on U

🎥 Speed up XGBoost model training performance
👁 1 раз ⏳ 733 сек.
#machinelearning #datascience #xgboost

As datascientist we deal with huge dataset and sometime it requires hours of training the model.
Every model has to go through multiple training iterations before right model with hyperparameter is selected that fits the data well. In this video I show you ways of speeding up model training process

You will see comparison of model training with CPU against GPU

Link to code in video - https://github.com/srivatsan88/YouTubeLI/blob/master/Benchmarking_XGBoost_on_GPU.ip

 Машинное обучение, AI, нейронные сети, Big Data (VK)
МИЭТ | Лекция 1 | Язык программирования Python и полезные модули

https://www.youtube.com/watch?v=UZS2fzflGEM

https://www.youtube.com/watch?v=tkaSJHVoA4w

https://www.youtube.com/watch?v=g1ozri1Zjnc

https://www.youtube.com/watch?v=r8V28TyJ1Mw

https://www.youtube.com/watch?v=WxNAW2G_RWw

https://www.youtube.com/watch?v=BbZABkD3Ylc

https://www.youtube.com/watch?v=8eVdnlsBFnI

https://www.youtube.com/watch?v=jCZ0g-gzlLo

Курс МИЭТ | Методы обработки и анализа больших данных

Язык программирования Python и полезные модули
Введение в машинное обучение
Градиентный бустинг и другие методы для обработки табличных данных
Введение в нейронные сети
Свёрточные нейронные сети для работы с изображениями
Работа с текстовыми данными
Работа со звуковыми данными. Задачи Object Detection и Segmentation
Реализация нейронных сетей на аппаратном уровне

#video #python #datascience #neural

Машинное обучение, AI, нейронные сети, Big Data (VK)

#book #python #datascience

Data Science / Machine Learning / AI / Big Data (VK)

The 12 types of ML papers.

#MachineLearning #ML #DataScience