Enroll Course: https://www.udemy.com/course/pytorch-uczenie-gebokie/
The world of Artificial Intelligence, ChatGPT, neural networks, machine learning, and deep learning is no longer just a buzzword in the tech industry; it’s rapidly becoming a fundamental skill. As these fields evolve and new tools emerge, the potential for practical, scientific, and business applications is exploding. AI promises to enhance our capabilities in calculations, data retrieval, analysis, and even creative tasks across numerous domains. What seems like a technological novelty today could very well be a necessity tomorrow. Failing to adapt to AI-powered workflows might mean losing a competitive edge.
Countries, organizations, and companies are actively seeking ways to leverage AI and the specialists who can implement it. This course, ‘PyTorch – uczenie głębokie,’ aims to introduce you to the core concepts of AI, particularly machine learning and deep learning, with a strong emphasis on the practical application of PyTorch. Developed by Facebook’s AI division and now under the Linux Foundation, PyTorch is a rapidly growing open-source Python library, especially prominent in Natural Language Processing (NLP) applications. Mastering PyTorch will equip you with highly sought-after practical skills, opening doors to a career in one of the most exciting technological fields.
During this professional training, you will:
* **Grasp the Fundamentals:** Understand core concepts like neural networks, activation functions, backpropagation, and optimization.
* **Get Acquainted with PyTorch:** Learn essential tensor operations and how to manage data and models within PyTorch.
* **Train and Test Models:** Build, train, and evaluate neural network models using real-world datasets like MNIST.
* **Work with CNNs and LSTMs:** Implement Convolutional Neural Networks (CNNs) for image processing and Long Short-Term Memory (LSTM) networks for sequential data analysis.
* **Explore Advanced CNNs:** Dive into the evolution and architecture of advanced CNNs like VGG for image recognition.
* **Model Hybrid Approaches:** Learn to build and train hybrid neural network models, including RandWireNN, that combine different architectures for enhanced performance.
* **Generate Text with GPT-2:** Gain experience in fine-tuning and implementing generative models like GPT-2 for text creation.
* **Transfer Neural Style:** Apply style transfer techniques using deep neural networks to modify images.
* **Explore Reinforcement Learning with DQN:** Get an introduction to reinforcement learning algorithms like Deep Q-Networks (DQN) and their application in decision-making tasks.
* **Export/Import Models with ONNX:** Understand and utilize the Open Neural Network Exchange (ONNX) format for model portability across different platforms.
* **Automate Modeling (AutoML):** Discover AutoML techniques in PyTorch to streamline the search for optimal architectures and hyperparameters.
* **Solve Real-World AI Problems:** Apply your skills to practical challenges in computer vision, NLP, and more.
* **Learn Best Practices:** Familiarize yourself with optimization techniques and best practices for designing, training, and deploying neural network models.
This course, ‘Uczenie głębokie z PyTorch. Kurs video. Opanuj sztuczną inteligencję,’ is designed for intermediate learners. It provides both theoretical knowledge and practical skills essential for a career in AI and machine learning.
As instructor Tomasz Kaniecki states, ‘Machine learning and deep learning are not just technological tools; they are the new language of the future, enabling us to communicate with complex systems and unlock immense potential. PyTorch, which I share in this course, is more than a platform; it’s a bridge connecting your creativity with the power of AI. Every module, every line of code, is crafted to empower you to shape technology. Remember, every great project starts with a single step. Let this course be your first step on a journey that can change the world around us. Welcome to the world of AI, where your imagination is the only limit.’
Embark on this journey to master AI with PyTorch and unlock your potential in this transformative field.
Enroll Course: https://www.udemy.com/course/pytorch-uczenie-gebokie/