Introduction to Pytorch

🎓 **Introduction to PyTorch: Your Gateway to Mastering Deep Learning in Computer Vision**—

### **Course Overview:**
Published in 2021: Alpha Release
Dedicated to my Late Father KPS
This course is a **free course** and will remain free always.

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### **Your Journey Begins Here!**

Welcome to the **Introduction to PyTorch** 🧠✨, a foundational course that serves as a precursor to our more specialized course on Deep Learning in Computer Vision. This comprehensive guide is designed for individuals eager to explore the depths of deep learning with an emphasis on PyTorch, a powerful and widely-used machine learning library.

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### **Why Choose PyTorch for Deep Learning?**
Deep Learning is Easy to learn, if you know basic Math and can code.. Thanks to my several years of experience in Deep Learning, I wanted to make this knowledge accessible to everyone.

In this course, we’ll embark on a **step-by-step** approach to master all the fundamentals of PyTorch. By the end of this journey, you’ll be productive and well-versed in the following PyTorch essentials:

– **PyTorch Core Concepts**
– **Tensor API & Manipulation**
– **torch.nn (Neural Network Module)**
– **Autograd & Gradients**
– **Vision Training Pipeline**
– **Loading Pretrained Models from torchvision**
– **Interactive PyTorch Quizzes**

📝 **Note:** The hands-on sections are written in Python 3.6 and utilize PyTorch, the standard for deep learning today. However, the concepts covered are equally applicable if you choose to use TensorFlow or other equivalent libraries.

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### **Course Highlights & Features:**
This is a **free course** that will give you lifetime access to all future updates, and you’ll have direct access to a responsive instructor in the Q&A section. This course also covers:

– **Lifetime Access to All Future Updates**
– **Responsive Instructor in the Q&A Section**

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### **Your Instructor:**
With over 15+ years of experience in Machine Learning and Deep Learning, the instructor has worked alongside the Google Brain team and holds multiple patents in the area. The startup Fish.AI is currently in stealth mode as an early-stage company as of 2021.

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### **Who is this course for?**
This course is tailored for:

– **AI Application Developers** who aspire to build innovative deep learning based applications.
– **AI Architects** aiming to develop cutting-edge vision products.
– **Anyone interested in learning deep learning**, especially through the lens of computer vision with PyTorch.

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### **Embark on Your Deep Learning Adventure!**
Computer vision is a niche skill, and knowing PyTorch makes you uniquely equipped to tackle complex deep learning tasks. With this course, not only will you enhance your career prospects, but you’ll also gain the skills to create impactful AI applications.

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### **Join the Community of Deep Learning Enthusiasts!**
Happy learning! Dive into the world of PyTorch and deep learning with this comprehensive course. Let’s explore together how to harness the power of PyTorch for computer vision tasks and push the boundaries of what’s possible with AI.

🌟 **I hope to see you inside the course!** 🌟