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

code2

code3

code4

code5

code6

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

Colombo AI Technology Meetup.


Colombo AI Technology Meetup

We had recently started Colombo AI Technology Meetup group.

This Meetup group we are planning to Promote Data Science ,

AI, Machine Learning and Deep Learning technologies in Sri Lanka.

Right now we have close to 200 members in this groups.

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

First major event we planning is Global AI Night – Colombo

Colombo AI Technology Meetup

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

Machine Learning and AI Workshop at Microsoft Sri Lanka.


Machine Learning and AI Workshop at Microsoft Sri Lanka.

Recently I had conducted  Machine Learning and AI workshop at Microsoft Sri Lanka.  Around 40 attended the workshop. Employees from various IT companies and organizations attended the event. Their ware 700+ registration for this workshop.

Machine Learning and AI Workshop at Microsoft Sri Lanka.

Topics covered at the workshop-

https://uditha.wordpress.com/2017/11/15/big-data-and-machine-learning-workshop-sri-lanka/

Machine Learning and AI Workshop at Microsoft Sri Lanka.

Machine Learning and AI Workshop at Microsoft Sri Lanka.

Data Science and Machine Learning Training at Softlogic Life Insurance.


Data Science and Machine Learning workshop

Recently I had conducted  Machine Learning and AI Training at Softlogic Life Insurance Colombo.  Around 10 IT Staff attended the workshop.

Data Science and Machine Learning workshop

Topics covered at the workshop-

https://datasciencesrilanka.education/2018/07/08/the-journey-begins/

Data Science and Machine Learning workshop

Data Science and Machine Learning workshop

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Data Science and Machine Learning October Workshop Sri Lanka.


Data Science and Machine Learning Workshop

Few days ago I had conducted a workshop on Data Science and Machine Learning. Around 10 attended the workshop. Employees from University of Moratuwa, Dialog Axiata, Eastern University, KPMG, MAS Intimates and LB Finance came to the event.

Data Science and Machine Learning Workshop

Data Science and Machine Learning Workshop

Data Science and Machine Learning Workshop

Topic covered at the workshop-

https://uditha.wordpress.com/2017/11/15/big-data-and-machine-learning-workshop-sri-lanka/

https://uditha.wordpress.com/2018/10/07/data-science-and-machine-learning-workshop-sri-lanka/

Data Science and Machine Learning Workshop

Next workshop will be held on January 2019.

Machine Learning for Healthcare Workshop at Faculty of Medicine, University of Indonesia.


Machine Learning for Healthcare Workshop

Machine Learning for Healthcare Workshop

Recently I had conducted Machine Learning workshop at Faculty of Medicine, University of Indonesia.  Around 5 attended the workshop. Academic researchers and IT staff attended the workshop.

List of Visualization and Prediction achieved at the workshop

· Shelter Water waste by Province

· Height Based On Province

· Water Condition by Province

· Weight by Province

· Women BMI by Province

· Bird Flu Cases by Category

· Nutrition by Province

· Malnutrition by Occupation

· Men BMI by Province

· Normal by Province

· Nutrition Total by Province

· Nutritional Status by Province

· Nutritional Status of Children by Province

· Province Based Data

http://matadotdata.blogspot.com/2018/10/visualization.html

 

Indonesia Health Data Visualization and Prediction

Machine Learning for Healthcare Workshop

Machine Learning for Healthcare Workshop

Machine Learning for Healthcare Workshop

Machine Learning for Healthcare Workshop

 

For Training Requirement Contact-

udithamail@yahoo.com

udithait@gmail.com

training@bluechiptraining.biz

Singapore -  
+65 86738158

Sri Lanka -  
+94 716092918