Mastering PyTorch - 100 Days: 100 Projects Bootcamp Training

Udemy Bootcamp USD 19.99
Enroll now →
Mastering PyTorch - 100 Days: 100 Projects Bootcamp Training

About this course

The "Mastering PyTorch: From Basics to Advanced Deep Learning Training" course is a complete learning journey designed for beginners and professionals aiming to excel in artificial intelligence and deep learning. This course begins with the fundamentals of PyTorch, covering essential topics such as tensor operations, automatic differentiation, and building neural networks from scratch. Learners will gain a deep understanding of how PyTorch’s dynamic computation graph works, enabling flexible model creation and troubleshooting.As the course progresses, students will explore advanced topics, including complex neural network architectures such as CNNs, RNNs, and Transformers. It also dives into transfer learning, custom layers, loss functions, and model optimization techniques. Learners will practice building real-world projects, such as image classifiers, NLP-based sentiment analyzers, and GAN-powered applications.The course places a strong emphasis on hands-on implementation, offering step-by-step exercises, coding challenges, and projects that reinforce key concepts. Additionally, learners will explore cutting-edge techniques like distributed training, cloud deployment, and integration with popular libraries.By the end of the course, learners will be proficient in designing, building, and deploying AI models using PyTorch. They will also be equipped to contribute to open-source projects and pursue careers as AI engineers, data scientists, or ML researchers in the growing field of deep learning.

What you'll learn

  • understand the fundamentals of PyTorch
  • perform tensor operations and automatic differentiation
  • build and optimize various neural network architectures
  • implement transfer learning and custom layers
  • develop real-world applications like image classifiers and sentiment analyzers

Course objectives

  • prepare learners to design and deploy AI models using PyTorch
  • equip learners with practical skills through hands-on project implementation
  • foster a deep understanding of advanced deep learning techniques

Skills you'll gain

Related courses

Course details are provided by the platform and may change — always confirm on the provider's site. Links may be affiliate links.