- 1 Define Input and Output Data
- 2 Understand the Lineer Module
- 3 Create an Optimizer and Learn Math Behind It
- 4 Forward pass
- 5 Compute loss function
- 6 Backward pass and optimization
- 7 Use ReLU (Rectified Linear Unit) activation function
- 8 Add a dropout layer
- 9 Number of the Weight and Bias of Lineer(1,10)
- 10 Mean squared error loss
- 11 Save and Load the Model
- 12 Use 2 size input
What you'll learn
- Fundamentals of PyTorch.
- Building and training neural networks.
- Implementing advanced deep learning architectures.
- Evaluating model performance and making predictions.
Description
Are you ready to dive into the exciting world of PyTorch? Discover the power of deep learning and embark on an incredible journey with our course, "Introduction to PyTorch with Engaging Projects."
PyTorch has revolutionized the field of artificial intelligence, enabling researchers and developers to build cutting-edge models with ease. Whether you are a beginner or an experienced coder, this course is designed to unlock your potential and equip you with the skills to create remarkable projects.
Through a series of hands-on projects, you will unleash the true potential of PyTorch. From building your first neural network to implementing advanced architectures, you will gain a solid foundation in deep learning principles. Our expert instructors will guide you every step of the way, providing clear explanations and practical examples that bring concepts to life.
But it doesn't stop there! This course goes beyond theory, ensuring an engaging and immersive learning experience. Get ready to tackle real-world challenges and build exciting projects that showcase your newfound knowledge. Develop image recognition systems, natural language processing models, and even delve into the fascinating realm of generative adversarial networks (GANs).
What sets this course apart is its emphasis on practicality. You'll work on captivating projects that mirror real-world scenarios, giving you the confidence to apply your skills to industry challenges. Gain hands-on experience with data preprocessing, model training, and performance evaluation, equipping you with the tools to create impactful solutions.
Join a vibrant community of learners, collaborate with fellow students, and tap into a wealth of resources that will accelerate your learning journey. Our course brings together a supportive network of like-minded individuals who share a passion for PyTorch and are eager to push the boundaries of what's possible.
Are you ready to take the first step towards mastering PyTorch? Enroll in "Introduction to PyTorch with Engaging Projects" today and unlock the world of deep learning innovation. Unleash your creativity, build awe-inspiring models, and make your mark in the exciting field of artificial intelligence.
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About the instructors
![Netcurso-Instructores](https://img-c.udemycdn.com/user/100x100/55513540_6c37.jpg)
- 4.56 Calificación
- 51692 Estudiantes
- 66 Cursos
Abdurrahman TEKIN
PhD student
Abdurrahman Tekin is a passionate academic and educator driven by a deep fascination with cutting-edge technologies and a commitment to sharing knowledge. Currently pursuing his Ph.D. at the prestigious Nanjing University of Aeronautics and Astronautics, Abdurrahman's research delves into the captivating realm of "Multi-Objective Airfoil/Wing Shape Optimization using Deep Learning, Bayesian methods, and Knowledge-Based Modeling."
With a profound understanding of artificial intelligence, programming, and language learning, Abdurrahman has embarked on a mission to empower learners worldwide through his online teaching endeavors. As an esteemed instructor on Udemy, he has successfully guided over 50,000 students from 166 different countries, imparting invaluable skills in AI, Python, English, and Chinese.
Beyond the virtual classroom, Abdurrahman's enthusiasm for education extends to his YouTube channel, where he shares his experiences and insights with a growing community of over 8,000 followers. Through engaging videos, he provides a unique glimpse into his academic journey and offers practical advice to aspiring learners.
Abdurrahman's multifaceted approach to education reflects his unwavering commitment to lifelong learning and his belief in the transformative power of knowledge. With a unique blend of academic rigor and a passion for teaching, he continues to inspire and empower individuals across the globe, paving the way for a future where innovation and education go hand in hand.