Course Outline
Getting started
- Setup CNTK on your machine
- Enabling 1bit SGD
- Developing and Testing
- CNTK Production Test Configurations
- How to contribute to CNTK
- Tutorial
- Tutorial II
- CNTK usage overview
- Examples
- Presentations
- Multiple GPUs¹ and machines
Configuring CNTK
- Config file overview
- Simple Network Builder
- BrainScript Network Builder
- SGD block
- Reader block
- Train, Test, Eval
- Top-level configurations
Describing Networks
- Basic concepts
- Expressions
- Defining functions
- Full Function Reference
Data readers
- Text Format Reader
- CNTK Text Format Reader
- UCI Fast Reader (deprecated)
- HTKMLF Reader
- LM sequence reader
- LU sequence reader
- Image reader
Evaluating CNTK Models
- Overview
- C++ Evaluation Interface
- C# Evaluation Interface
- Evaluating Hidden Layers
- C# Image Transforms for Evaluation
Advanced topics
- Command line parsing rules
- Top-level commands
- Plot command
- ConvertDBN command
¹ The topic related to the use of CNTK with a GPU is not available as a part of a remote course. This module can be delivered during classroom-based courses, but only by prior agreement, and only if both the trainer and all participants have laptops with supported NVIDIA GPUs (not provided by NobleProg). NobleProg cannot guarantee the availability of trainers with the required hardware.
Requirements
Basic programming skills
Testimonials
There was a lot of information and a lot of real world examples that helped to better explain the content from the optaplanner userguide. If we ever had issues understanding something or wanted further information into certain topics he was happy to look into it and get back to us after a break or the following lecture. The option to focus in on areas we were more interested in was super useful.
Exel Computer Systems plc
The training definitely backfilled some of the gaps in my knowledge left by reading the OptaPlanner userguide. It gave me a good broad understanding of how to approach using OptaPlanner in our projects going forward.
Terry Strachan - Exel Computer Systems plc
The discussions to broaden our horizons
FAB banak Egypt
The course is very interesting being the main focus nowdays
mohamed taher - FAB banak Egypt
Ahmed was very interactive and didn’t mind answering any kind of questions Well presentation and smooth flow of the course
Mohamed Ghowaiba - FAB banak Egypt
Helpful and good listener .. interactive
Ahmed El Kholy - FAB banak Egypt
Subject presentation knowledge timing
Aly Saleh - FAB banak Egypt
Learning new language.
FAB banak Egypt
Los ejemplos que nos ponía.
JONATHAN MARIANO, si
los experimentos
JONATHAN MARIANO, si
Los ejercicios y ejemplos expuestos.
Marcos - JONATHAN MARIANO, si
Los temas de Machine Lerning.
Víctor Edgar - JONATHAN MARIANO, si
La actitud del.profe
Ivonne Guadalupe Avendaño Hernandez - JONATHAN MARIANO, si
Los conceptos enseñados fueron claros, prácticos y ayudan mucho en hacerse una idea de como utilizar este tema de IA & ML
Miguel - JONATHAN MARIANO, si
La experiencia y conocimientos del instructor.
SERGIO BRAVO - JONATHAN MARIANO, si
Quizá algo de practica.
Hilario García - JONATHAN MARIANO, si
uno de las practicas
JONATHAN MARIANO, si
El conocimiento y manejo del tema del instructor
Zaira N. - JONATHAN MARIANO, si
lo innovador porque es algo que ya lo estamos viviendo.
jesus isaias - JONATHAN MARIANO, si
A lot of exercises and chances to test different features. Good introduction to Azure AI applications.
EY GDS
Exercises & hands-on labs!