Skill Up Card - Course Bundles

Pricing is per delegate, giving you huge savings over the cost of individual courses.

  • UK = £2,000 + VAT per Skill Up Card
  • Ireland = €2,400 per Skill Up Card
skill up card logo - Nexus Human

Hands-On Computervision with TensorFlow 2 (TTML6900)

4.6 out of 5 rating Last updated 14/11/2024   English

Jump to outline

Click "Enquire" below to find out more about this course

Interested in available dates? Would like to book a private session of this course for your company? Or for any other queries please simply fill out the form below.


Duration

4 Days

24 CPD hours

Overview

This “skills-centric” course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Computer Vision expert instructor, students will learn about and explore how to
Build, train, and serve your own deep neural networks with TensorFlow 2 and Keras
Apply modern solutions to a wide range of applications such as object detection and video analysis
Run your models on mobile devices and web pages and improve their performance.
Create your own neural networks from scratch
Classify images with modern architectures including Inception and ResNet
Detect and segment objects in images with YOLO, Mask R-CNN, and U-Net
Tackle problems faced when developing self-driving cars and facial emotion recognition systems
Boost your application’s performance with transfer learning, GANs, and domain adaptation
Use recurrent neural networks (RNNs) for video analysis
Optimize and deploy your networks on mobile devices and in the browser

Description

Computer vision solutions are becoming increasingly common, making their way into fields such as health, automobile, social media, and robotics. Hands-On Computervision with TensorFlow 2 is a hands-on course that thoroughly explores TensorFlow 2, the brand-new version of Google's open source framework for machine learning. You will understand how to benefit from using convolutional neural networks (CNNs) for visual tasks.
This course begins with the fundamentals of computer vision and deep learning, teaching you how to build a neural network from scratch. You will discover the features that have made TensorFlow the most widely used AI library, along with its intuitive Keras interface. You'll then move on to building, training, and deploying CNNs efficiently. Complete with concrete code examples, the course demonstrates how to classify images with modern solutions, such as Inception and ResNet, and extract specific content using You Only Look Once (YOLO), Mask R-CNN, and U-Net. You will also build generative adversarial networks (GANs) and variational autoencoders (VAEs) to create and edit images, and long short-term memory networks (LSTMs) to analyze videos. In the process, you will acquire advanced insights into transfer learning, data augmentation, domain adaptation, and mobile and web deployment, among other key concepts.

Computer Vision and Neural Networks
  • Computer Vision and Neural Networks
  • Technical requirements
  • Computer vision in the wild
  • A brief history of computer vision
  • Getting started with neural networks
TensorFlow Basics and Training a Model
  • TensorFlow Basics and Training a Model
  • Technical requirements
  • Getting started with TensorFlow 2 and Keras
  • TensorFlow 2 and Keras in detail
  • The TensorFlow ecosystem
Modern Neural Networks
  • Modern Neural Networks
  • Technical requirements
  • Discovering convolutional neural networks
  • Refining the training process
Influential Classification Tools
  • Influential Classification Tools
  • Technical requirements
  • Understanding advanced CNN architectures
  • Leveraging transfer learning
Object Detection Models
  • Object Detection Models
  • Technical requirements
  • Introducing object detection
  • A fast object detection algorithm YOLO
  • Faster R-CNN a powerful object detection model
Enhancing and Segmenting Images
  • Enhancing and Segmenting Images
  • Technical requirements
  • Transforming images with encoders-decoders
  • Understanding semantic segmentation
Training on Complex and Scarce Datasets
  • Training on Complex and Scarce Datasets
  • Technical requirements
  • Efficient data serving
  • How to deal with data scarcity
Video and Recurrent Neural Networks
  • Video and Recurrent Neural Networks
  • Technical requirements
  • Introducing RNNs
  • Classifying videos
Optimizing Models and Deploying on Mobile Devices
  • Optimizing Models and Deploying on Mobile Devices
  • Technical requirements
  • Optimizing computational and disk footprints
  • On-device machine learning
  • Example app recognizing facial expressions
Additional course details:

Nexus Humans Hands-On Computervision with TensorFlow 2 (TTML6900) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the Hands-On Computervision with TensorFlow 2 (TTML6900) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the Hands-On Computervision with TensorFlow 2 (TTML6900) Course

Available Delivery Options for the Hands-On Computervision with TensorFlow 2 (TTML6900) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the Hands-On Computervision with TensorFlow 2 (TTML6900) training provide?

The 4 day. Hands-On Computervision with TensorFlow 2 (TTML6900) training course give you up to 24 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

What is the correct audience for the Hands-On Computervision with TensorFlow 2 (TTML6900) training?

This course is geared for attendees with Intermediate IT skills who wish to learn Computer Vision with tensor flow 2

Do you provide training for the Hands-On Computervision with TensorFlow 2 (TTML6900).

Yes we provide corporate training, dedicated training and closed classes for the Hands-On Computervision with TensorFlow 2 (TTML6900). This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the Hands-On Computervision with TensorFlow 2 (TTML6900) program.

The Hands-On Computervision with TensorFlow 2 (TTML6900) training takes place over 4 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

Why are Nexus Human the best provider for the Hands-On Computervision with TensorFlow 2 (TTML6900)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the Hands-On Computervision with TensorFlow 2 (TTML6900) training.

Yes, the discount code PENPAL5 is currently available for the Hands-On Computervision with TensorFlow 2 (TTML6900) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

Jump to dates

Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

What people say about us


Top

}