TensorFlow - Custom Models, Layers, and Loss Functions with TensorFlow

On this accelerated TensorFlow Custom Models, Layers, and Loss Functions with TensorFlow course, you’ll gain knowledge on how to use and customise the TensorFlow API for your business' needs. You’ll learn to compare functional and sequential APIs, discover new models you can build with the Functional API, and build a model that produces multiple outputs including a Siamese network.

In just 2 days, you’ll learn to build custom loss functions (including the contrastive loss function used in a Siamese network) in order to measure how well a model is doing and help your neural network learn from training data. You’ll also learn to build knowledge on:

• Existing standard layers to create custom layers for your models, customise a network layer with a lambda layer, understand the differences between them, learn what makes up a custom layer, and explore activation functions.
• Existing models to add custom functionality, learn how to define your own custom class instead of using the Functional or Sequential APIs, build models that can be inherited from the TensorFlow Model class, and build a residual network (ResNet) through defining a custom model class

At the end of this course, you’ll sit the Custom Models, Layers, and Loss Functions with TensorFlow exam and achieve your certification. Through Firebrand’s Lecture | Lab | Review methodology, you’ll get access to courseware, learn from certified instructors, and train in a distraction-free environment.

Audience

This course is ideal if you are a Software Engineer or ML Engineer, interested in building your skills by learning advanced TensorFlow features to build powerful models.

• Module 1: Functional APIs
• Module 2: Custom Loss Functions
• Module 3: Custom Layers
• Module 4: Custom Models
• Module 5: Bonus Content - Callbacks

As part of this accelerated course, you’ll sit the following exam at the Firebrand Training centre, covered Certification Guarantee:

Custom Models, Layers, and Loss Functions with TensorFlow Certification

• Format: Multiple-choice
• Languages: English

There are no formal prerequisites for this accelerated course.

Your accelerated course includes:

• Accommodation *
• Meals, unlimited snacks, beverages, tea and coffee *
• On-site exams **
• Exam vouchers **
• Practice tests **
• Certification Guarantee ***
• Courseware
• Up-to 12 hours of instructor-led training each day
• 24-hour lab access
• Digital courseware **

* For residential training only. Accommodation is included from the night before the course starts. This doesn't apply for online courses.
** Some exceptions apply. Please refer to the Exam Track or speak with our experts.
*** Pass first time or train again free as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.

Seven reasons why you should sit your course with Firebrand Training

1. Two options of training. Choose between residential classroom-based, or online courses
2. You'll be certified fast. With us, you’ll be trained in record time
3. Our course is all-inclusive. A one-off fee covers all course materials, exams**, accommodation* and meals*. No hidden extras.
4. Pass the first time or train again for free. This is our guarantee. We’re confident you’ll pass your course the first time. But if not, come back within a year and only pay for accommodation, exams and incidental costs
5. You’ll learn more. A day with a traditional training provider generally runs from 9 am – 5 pm, with a nice long break for lunch. With Firebrand Training you’ll get at least 12 hours/day of quality learning time, with your instructor
6. You’ll learn faster. Chances are, you’ll have a different learning style to those around you. We combine visual, auditory and tactile styles to deliver the material in a way that ensures you will learn faster and more easily
7. You’ll be studying with the best. We’ve been named in the Training Industry’s “Top 20 IT Training Companies of the Year” every year since 2010. As well as winning many more awards, we’ve trained and certified over 135,000 professionals

• For residential training only. Doesn't apply for online courses
  ** Some exceptions apply. Please refer to the Exam Track or speak with our experts

Think you are ready for the course? Take a FREE practice test to assess your knowledge!  Free Practice Test