Building RNN (Recurrent Neural Network) using TensorFlow


In this tutorial we will look into building RNN using Tenserflow. We can use RNN for forecasting data where output can be next value or sequence of values.

Recurrent Neural Network code

The RNN trains its units by adjusting their weights following a slight modification of a feedback process known as backpropogation

We can use tenserflow to implement RNN. Following code we implement an RNN in to predict spam from texts

code1

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code3

code4

code5

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code7

RNN

Test accuracy plot

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.


AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.

Recently I did 2 Days AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka for Microsoft partners.

I covered following topics at the training.

Introduction to Machine Learning

Introduction to Azure Machine Learning

Managing Data-sets

Building Azure Machine Learning Models

Using Azure Machine Learning Models

Using Cognitive Services

Building Product Recommender system

Microsoft BOT framework

Data Science Frameworks

Deep Learning Frameworks

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.1

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.2

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.3

15 Software developers and BI professionals from following companies attended 2 days of training.

AI , Data Science and Machine Learning Workshop at Microsoft Sri Lanka.

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Knowledge Sharing Session at New Horizons Bangladesh.


AI , Data Science and Machine Learning training bangladesh 4

Recently I did technology Knowledge Sharing at New Horizons Bangladesh.

I covered following topics at the session.

Apple IOS Mobile App development

Android Mobile App development

Microsoft Xamarin Cross Platform Mobile App development  

React Native Cross Platform Mobile App development

Data Science Boot-camp

Deep Learning Boot-camp

Azure Machine Learning

Blockchain Application Development

AI , Data Science and Machine Learning training bangladesh 6

AI , Data Science and Machine Learning Workshop at Dhaka , Bangladesh.


AI , Data Science and Machine Learning training bangladesh 2

AI , Data Science and Machine Learning training bangladesh 1

Recently I did 2 Days AI , Data Science and Machine Learning Workshop at Dhaka,Bangladesh for Microsoft partners.

I covered following topics at the training.

Introduction to Machine Learning

Introduction to Azure Machine Learning

Managing Data-sets

Building Azure Machine Learning Models

Using Azure Machine Learning Models

Using Cognitive Services

Building Product Recommender system

Microsoft BOT framework

Data Science Frameworks

Deep Learning Frameworks

AI , Data Science and Machine Learning training bangladesh 7

AI , Data Science and Machine Learning training bangladesh 5

AI , Data Science and Machine Learning training bangladesh 3

15 Software developers from Dhaka attended 2 days of training.

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Global AI Night , Colombo – Sri Lanka 2019.


Global AI Night , Sri Lanka 2019.

The Global AI Night is a free evening event organized by local communities all over the world that are passionate about Artificial Intelligence on the Microsoft Azure.
The event takes place on the Tuesday 2nd of April on venues all over the world centrally organized by our HQ in the Netherlands, supported by Microsoft. The event is the perfect balance between quality content, awesome lectures, getting your hands dirty and learn & share with other community members.

Dive in and learn how to implement intelligence into your solutions with the Microsoft AI platform, including pre-trained AI services like Cognitive Services and Bot Framework, as well as deep learning tools like Azure Machine Learning, Visual Studio Code Tools for AI, and Cognitive Toolkit.

During this AI Night you will get inspired through sessions and get your hands dirty during the workshops. By the end of the night you will be able to infuse AI into your applications.

v

Global AI Night , Sri Lanka 2019.

Event Contact-
udithait@gmail.com
training@bluechiptraining.biz

http://datasciencesrilanka.education
+94716092918

Meetup Page- https://www.meetup.com/Colombo-AI-Technology-Meetup/events/258786956/

Registration URL – https://bit.ly/2Tcb10I

AI , Data Science and Machine Learning Workshop at Yangon, Myanmar.


AI , Data Science and Machine Learning Workshop at Yangon, Myanmar

AI , Data Science and Machine Learning Workshop at Yangon, Myanmar

Recently I did 2 Days AI , Data Science and Machine Learning Workshop at Yangon, Myanmar for Microsoft partners.

I covered following topics at the training.

Introduction to Machine Learning

Introduction to Azure Machine Learning

Managing Data-sets

Building Azure Machine Learning Models

Using Azure Machine Learning Models

Using Cognitive Services

Building Product Recommender system

Microsoft BOT framework

Data Science Frameworks

Deep Learning Frameworks

AI , Data Science and Machine Learning Workshop at Yangon, Myanmar

AI , Data Science and Machine Learning Workshop at Yangon, Myanmar

15 Software developers from Yangon attended 2 days of training.

AI , Data Science and Machine Learning Workshop at Yangon, Myanmar

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

AI , Data Science and Machine Learning Workshop at Cambodia.


Data Science and Machine Learning Workshop  Cambodia

Data Science and Machine Learning Workshop  Cambodia

Recently I did 2 Days AI , Data Science and Machine Learning Workshop at Cambodia HR Software Company.

I covered following topics at the training.

  • Introduction to Machine Learning
  • Introduction to Azure Machine Learning
  • Managing Datasets
  • Building Azure Machine Learning Models
  • Using Azure Machine Learning Models
  • Using Cognitive Services
  • Recruitment to Talent Management Clustering
  • HR customer service Bot Application
  • Retaining valuable employees Classification
  • Career / Role recommender system

Data Science and Machine Learning Workshop  Cambodia

Data Science and Machine Learning Workshop  Cambodia

Data Science and Machine Learning Workshop  CambodiaData Science and Machine Learning Workshop  Cambodia

8 Software developers from Corarl HR attended 2 days of training.

Data Science and Machine Learning Workshop  Cambodia

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz