When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Mastering Generative AI with PyTorch
This Generative AI course focuses on the robust PyTorch framework. It covers essential deep learning concepts, neural network architectures (CNNs, RNNs), and advanced techniques like transfer...
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$2,995 USD
Duration
4 days
Course Code
WA3547
Available Formats
Classroom, Virtual
Overview
This Generative AI course focuses on the robust PyTorch framework. It covers essential deep learning concepts, neural network architectures (CNNs, RNNs), and advanced techniques like transfer learning and generative models (VAEs, GANs).
Skills Gained
- Understand the fundamentals of deep learning and neural networks.
- Build and train various types of neural networks using PyTorch.
- Implement convolutional neural networks (CNNs) for image and video analysis tasks.
- Apply recurrent neural networks (RNNs) for sequence data processing, including natural language processing (NLP).
- Leverage transfer learning to accelerate model development and improve performance.
- Understand and implement generative models like Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs).
- Explore the applications of generative AI in various domains.
Who Can Benefit
- Data scientists and machine learning engineers seeking to specialize in generative AI.
- Software developers and researchers interested in building cutting-edge AI applications.
- Anyone passionate about exploring the creative potential of generative models.
Prerequisites
A solid understanding of Python programming and basic machine learning concepts is recommended. Familiarity with PyTorch is beneficial but not mandatory.
Course Details
Deep Learning in PyTorch
- Deep Learning Review
- PyTorch Framework
- PyTorch Tensors
- PyTorch Neural Networks
- Activation Functions
CNNs in PyTorch
- CNNs in PyTorch
- Convolutional Layers
- Pooling layers
- Practical Applications
RNNs in PyTorch
- Recurrent Neural Networks
- Processing Sequence Data
- Memory Limitations
- RNNs in PyTorch
- LSTMs and GRUs
Transfer Learning, Autoencoders, and GANs
- Transfer Learning
- First Generative Models
- VAE Basics
- VAE Architecture
- Generative Adversarial Networks (GANs)
Introduction to Generative AI
- Transformers Architecture
- Attention Mechanism
- GPTs
Schedule
1 options available
-
Jun 30, 2025 - Jul 3, 2025 (4 days)
Virtual | 10:00 AM – 6:00 PM EST Language English Select from 1 options below Virtual |10:00 AM – 6:00 PM EST- Enroll
- Enroll Add to quote
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
Instructor, Training material & span of the training is neatly planned.
Course was great and the instructor had an answer for anything that was asked during the course.
Easy to use and exactly what I was looking for. Value for money was exceptional.
The instructor was thorough and they also provided hands-on demonstrations with labs.
The tool provided to practice the course teachings is very functional and easy to use.
