X

Submit Your Talk


X

Register

Workshops Schedule

  • Workshop in Melbourne : 17th and 18th December, 2018

  • Workshop in Sydney : 19th and 20th December, 2018

Workshop in Melbourne : Advanced Machine Learning (17th and 18th December, 2018)


X Workshop Details

DAY 1 (Machine Learning)

• Introduction to Artificial Intelligence and Machine Learning
• Maths Review

• Types of learning
- Lab demo : Predict house purchases

• Data Preparation
- Lab demo : Demonstrate data cleaning and data sufficiency

• Regression (Linear and Polynomial Regression)
- Lab demo : Predict insurance premiums

• Classification (Logistic Regression)
- Lab demo : Predict lifestyle disease

• Unsupervised Learning
- Lab demo : Create clusters using k-means

DAY 2 (Deep Learning with TensorFlow)

• Introduction to Deep Learning

• Introduction to TensorFlow
- Code demo : TF Computation Graph, Model Save/Restore

• Perceptrons
- Code demo : Classify IRIS flower dataset

• How to train Artificial Neural Networks (ANN)
- Code demo : Detect Phishing URLs using ANNs

• Optimization and Regularization
- Code demo : Demonstrate NN optimization, regularization, dropout

• Introduction to Advanced Neural Networks – CNN, RNN
- Code demo : Detect houses vs boats in images

• Capstone Projects
- Check creditworthiness of bank customers
- Object Detection in CIFAR dataset

schedule 08:00AM - 09:00AM Check-in
schedule 09:00AM - 05:00PM Advanced Machine Learning - Click Here for More Info
Vivek Singhal, Co-Founder, AI Data Scientist, CellStrat


To know more about workshop please click here

Workshop in Melbourne : Advanced Machine Learning (17th and 18th December, 2018)
Ticket Price & Plan

(Per Participant)

Group of 3 or more

AUD 799

Till tickets last

Workshop ticket

Tea break

Standard

AUD 999

Till tickets last

Workshop ticket

Tea break



Workshop in Sydney : Advanced Machine Learning (19th and 20th December, 2018)


X Workshop Details

DAY 1 (Machine Learning)

• Introduction to Artificial Intelligence and Machine Learning
• Maths Review

• Types of learning
- Lab demo : Predict house purchases

• Data Preparation
- Lab demo : Demonstrate data cleaning and data sufficiency

• Regression (Linear and Polynomial Regression)
- Lab demo : Predict insurance premiums

• Classification (Logistic Regression)
- Lab demo : Predict lifestyle disease

• Unsupervised Learning
- Lab demo : Create clusters using k-means

DAY 2 (Deep Learning with TensorFlow)

• Introduction to Deep Learning

• Introduction to TensorFlow
- Code demo : TF Computation Graph, Model Save/Restore

• Perceptrons
- Code demo : Classify IRIS flower dataset

• How to train Artificial Neural Networks (ANN)
- Code demo : Detect Phishing URLs using ANNs

• Optimization and Regularization
- Code demo : Demonstrate NN optimization, regularization, dropout

• Introduction to Advanced Neural Networks – CNN, RNN
- Code demo : Detect houses vs boats in images

• Capstone Projects
- Check creditworthiness of bank customers
- Object Detection in CIFAR dataset

schedule 08:00AM - 09:00AM Check-in
schedule 09:00AM - 05:00PM Advanced Machine Learning - Click Here for More Info
Vivek Singhal, Co-Founder, AI Data Scientist, CellStrat


To know more about workshop please click here

Workshop in Sydney : Advanced Machine Learning (19th and 20th December, 2018)
Ticket Price & Plan

(Per Participant)

Group of 3 or more

AUD 799

Till tickets last

Workshop ticket

Tea break

Standard

AUD 999

Till tickets last

Workshop ticket

Tea break