Deep Learning Workshop

Instructor-led Workshop: Fundamentals of Deep Learning

Blueinno is certified instructors from Deep Learning Institute of Nvidia in providing AI and deep learning training workshops. We are increasingly using artificial intelligence (AI) to solve the greatest challenges. 

For example, the surgical instrument recognition system currently in use by Hospital Authority is developed by Blueinno AI division employing AI technology to save life.

This technique helps medical professionals save lots of manpower and troubles in counting and sterilizing surgical instruments at the operation room with the use of computer vision. As a result, it saves time spent on surgery and prevents surgical instruments from being left inside patients!

What You Get?

Taught by our dedicated instructors, you will learn in this workshop about the essential knowledge and technology to realize deep learning with hands-on exercise.

After mastering the skill set and tools of building deep learning models with highly accurate results, you will find them very useful and readily applied to solve practical challenges.

You will also be able to capitalize on it for tangible benefits at your work and business and enhance well being in your daily life.

Objectives

Taught by our dedicated instructors, you will learn in this workshop about the essential knowledge and technology to realize deep learning with hands-on exercise.

After mastering the skill set and tools of building deep learning models with highly accurate results, you will find them very useful and readily applied to solve practical challenges.

You will also be able to capitalize on it for tangible benefits at your work and business and enhance well being in your daily life.

Details

Duration

8 hours


Price

US$ 500 for public workshops. For enterprise workshops, please contact us for details


Language

English/ Cantonese


Prerequisite

Familiar with Python


Technologies

Learnt at the workshop: Tensorflow 2 with Keras, Pandas


Assessment

Skills-based coding assessments


Certificate

Upon successful completion of the assessment, participants will receive an NVIDIA DLI certificate to recognize their subject matter competency and support professional career growth


Hardware Requirements

1.The computer capable of running the latest version of Chrome or Firefox

2. Each participant will be provided with dedicated access to a fully configured, GPU-accelerated server in the cloud


Learning Objectives

1. Fundamental techniques and tools required to train a deep learning model

2. Gaining experience with common deep learning data types and model architectures

3. Improving deep learning model accuracy through enhancing datasets with data augmentation

4. Learning transfer between models for efficient results with less data and computation

5. Readiness to build your own project with a modern deep learning framework


Workshop Outline

1. Introduction (15 mins)

2. The Mechanics of Deep Learning (120 mins

3. Break (60 mins)

4. Pre-trained Models and Recurrent Networks (120 mins)

5. Break (15 mins)

6. Final Project: Object Classification (120 mins)

7. Final Review (15 mins)


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