AI, Deep Learning and Computer Vision with Python BootCamp

About this course

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 OutlineIntroduction 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 PythonFundamentals 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 PythonIntroduction 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 PythonConcept of transfer learning and its benefits

Using pretrained models for new tasks

Fine-tuning and adapting pretrained models

Practical applications of

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