AI, Deep Learning and Computer Vision with Python BootCamp

Unlock the power of artificial intelligence with our comprehensive course, "Deep Learning with Python ." This course is designed to transform your understanding of machine learning and take you on a journey into the world of deep learning. Whether you're a beginner or an experienced programmer, this course will equip you with the essential skills and knowledge to build, train, and deploy deep learning models using Python and PyTorch. Deep learning is the driving force behind groundbreaking advancements in generative AI, robotics, natural language processing, image recognition, and artificial intelligence. By enrolling in this course, you’ll gain practical knowledge and hands-on experience in applying Python skills to deep learning Course Outline Introduction to Deep Learning Understanding the paradigm shift from machine learning to deep learning Key concepts of deep learning Setting up the Python environment for deep learning Artificial Deep Neural Networks: Coding from Scratch in Python Fundamentals of artificial neural networks Building and training neural networks from scratch Implementing forward and backward propagation Optimizing neural networks with gradient descent Deep Convolutional Neural Networks: Coding from Scratch in Python Introduction to convolutional neural networks (CNNs)Building and training CNNs from scratch Understanding convolutional layers, pooling, and activation functions Applying CNNs to image data Transfer Learning with Deep Pretrained Models using Python Concept of transfer learning and its benefits Using pretrained models for new tasks Fine-tuning and adapting pretrained models Practical applications of