Intro to TensorFlow for Deep Learning

On this accelerated Intro to TensorFlow for Deep Learning course, you’ll learn the foundation of Machine Learning (ML) and Deep Learning, and how they are applied to the TensoFlow platform.

In just 2 days, you’ll learn how to build deep-learning models as well as learn how to use your TensorFlow models in the real-world on mobile devives, in the cloud, and in browsers. You’l build knowledge on:

• Image recognition, object detection, text recognition algorithms with deep neural networks and convolutional neural networks
• Applying neural networks to solve natural language processing problems using TensorFlow
• Strategies to prevent overfitting, including augmentation and dropouts

At the end of the course, you’ll sit the Intro to TensorFlow for Deep Learning 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

If you’re a Software Developer, this course is ideal for you.

• Section 1: Introduction to Machine Learning
• Section 2: Your First Model: Fashion MNIST
• Section 3: Introduction to Convolutional Neural Networks ("CNNs")
• Section 4: Going Further with CNNs
• Section 5: Transfer Learning
• Section 6: Saving and Loading Models
• Section 7: Time Series Forecasting
• Section 8: Introduction to TensorFlow Lite

At the end of this accelerated course, you’ll sit the following exam at the Firebrand Training centre, covered by your Certification Guarantee:

Intro to TensorFlow for Deep Learning exam

• Format: Multiple-choice
• Number of questions: 60
• Duration: 2 hours
• Passing score: 70%

Before attending this accelerated, TensorFlow recommend you have the following experience in:

• Calculating the probability of an event
• Programming (at least 40hrs)
• Libraries like NumPy and pandas is a plus

You should also have knowledge in:

• Algebra
• Calculating the mean and variance of a probability distribution is a plus
• Probability and statistics
• Data structures like dictionaries and lists
• Python syntax, including variables, functions, classes, and object-oriented programming

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

• Two options of training. Choose between residential classroom-based, or online courses
• You'll be certified fast. With us, you’ll be trained in record time
• Our course is all-inclusive. A one-off fee covers all course materials, exams**, accommodation* and meals*. No hidden extras.
• 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
• 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
• 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
• 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