PyData New York City 2017

Slides: https://ericmjl.github.io/baye....sian-deep-learning-d

In this talk, I aim to do two things: demystify deep learning as essentially matrix multiplications with weights learned by gradient descent, and demystify Bayesian deep learning as placing priors on weights. I will then provide PyMC3 and Theano code to illustrate how to construct Bayesian deep nets and visualize uncertainty in their results. 00:00 Welcome!
00:10 Help us add time stamps or captions to this video! See the description for details.

Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVideoTimestamps

In this video we will build a customer churn prediction model using artificial neural network or ANN. Customer churn measures how and why are customers leaving the business. WE will use telecom customer churn dataset from kaggle (link below) and build a deep learning model for churn prediction. We will also understand precision,recalll and accuracy of this model by using confusion matrix and classification report

#customerchurnprediction #customerchurn #customerchurnpredictionusingANN #ANN #deeplearningANN #deeplearningtutorial

Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.

Code: https://github.com/codebasics/....deep-learning-keras-
Exercise: For exercise go at the end of above notebook. There is a link to kaggle dataset and exercise description

Dataset: https://www.kaggle.com/blastch....ar/telco-customer-ch

Next video: https://www.youtube.com/watch?v=2osIZ-dSPGE&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=19

Previous video: https://www.youtube.com/watch?v=YmDaqXMIoeY&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=17

Deep learning playlist: https://www.youtube.com/playli....st?list=PLeo1K3hjS3u

Machine learning playlist : https://www.youtube.com/playli....st?list=PLeo1K3hjS3u

#️⃣ Social Media #️⃣
🔗 Discord: https://discord.gg/r42Kbuk
📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/
📸 Instagram: https://www.instagram.com/codebasicshub/
🔊 Facebook: https://www.facebook.com/codebasicshub
📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/
📱 Twitter: https://twitter.com/codebasicshub
🔗 Patreon: https://www.patreon.com/codeba....sics?fan_landing=tru

DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.

DATA is available on the Trimble Learn platform: https://learn.trimble.com/lear....n/course/external/vi

This course is intended to introduce the Deep Learning (Convolutional Neural Network (CNN)) functionalities within the Trimble eCognition Developer Software and consists of 4 videos.

+ Introduction to Deep Learning 1 of 4: Introduction and Set-up
+ Introduction to Deep Learning 2 of 4: Creating Samples
+ Introduction to Deep Learning 3 of 4: Create / Train / Save CNN
+ Introduction to Deep Learning 4 of 4: Apply CNN with OBIA

This course is for free and can be conducted also with the Developer Trial version: https://geospatial.trimble.com/ecognition-trial.

Accessing this course from the Trimble Learn platform, you will have to create an account (also for free) and enroll to this course. Additionally to the DATA you will also receive a CERTIFICATE if you finish the course on the Trimble Learn platform.

Enjoy diving into eCognitions Deep Learning world!

______________Video Content_________________

00:00​ - Introduction & Theory
04:13​ - Create Project and load Data
05:32 - Rename Aliases
06:43 - Save Project

(⊙_☉)

Can a computer really think like a human? It can at least try, with deep learning. Watch to learn what deep learning is and how it works.

Deep learning, also known as deep neural networking, is a type of machine learning and artificial intelligence that imitates the way humans gain knowledge. Computers are able to "learn" to recognize and identify abstract objects, sometimes in the same manner as humans. Deep learning can be thought of as automated predictive analytics. Unlike traditional machine learning, deep learning algorithms are stacked in a hierarchy that increases in complexity.

Deep learning comes in handy especially for data scientists, who are tasked with collecting, analyzing, and interpreting large amounts of data. It can also be used for image recognition tools, natural language processing, and speech software. Deep learning has been implemented in a variety of fields from businesses to medical research to industrial factories, even to the military.

Does your business utilize deep learning? Let us know in the comments and be sure to give this video a like.


Read more about deep learning: https://searchenterpriseai.techtarget.com/definition/deep-learning-deep-neural-network/?utm_source=youtube&utm_medium=description&utm_campaign=bDAyquF-BrQ&offer=video-bDAyquF-BrQ

Subscribe to Eye on Tech for more videos covering the latest in business technology, including security, networking, AI, DevOps, enterprise strategy, storage, devices and more:
https://www.youtube.com/EyeOnTech

Stay up to date on the latest enterprise AI news: https://searchenterpriseai.techtarget.com/

Follow us on Twitter: https://twitter.com/sEnterpriseAI

Like us on Facebook: https://www.facebook.com/TechT....argetEnterpriseSoftw

#DeepLearning #MachineLearning #AI #EyeOnTech