June 02, 2017 at 09:00PM
We are launching a new course on AI for fintech.
Since it is new, the spaces are very limited. Please email me if you are interested we have some early discounts
(ajit.jaokar at futuretext.com)
This course will be focussed on AI design (product, development and Data).
We will first explain the end-to-end principles of AI and Deep Learning and then describe specific applications and the implications of deploying them
The course will be conducted by Ajit Jaokar and Jakob Aungiers
Outline
Foundations
• Foundations of Enterprise AI
• Introduction to Tensorflow and Keras
• Understanding an end to end implementation for AI
• Understand one simple implementation end to end using Tensorflow and Keras
Designing an AI product
• Basics of Designing an AI product
• Understanding Deep learning
• Machine learning algorithms in Tensorflow and Keras:
• Deep Learning algorithms
Multilayer Perceptron
Auto encoders
Deep Convolutional Networks
Recurrent Neural Networks
Reinforcement learning
Natural language processing
Basics of Text Analytics
Deploying AI products for fintech
• Methodology for Enterprise AI projects
• Deploying Enterprise AI
• Understanding the Enterprise AI layer
• Acquiring Data and Training the Algorithm
• Processing and hardware considerations
• Business Models – High Performance Computing – Scaling and AI system
• Costing an AI system
• Creating a competitive advantage from AI
Other considerations
EU payment directive etc i.e. fintech specific issues impacting AI
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