Deep Learning and Neural Networks with Python Zero to Expert

Deep Learning with Python for Classification, Semantic and Instance Segmentation, Pose Estimation, and Object Detection

Created by: Dr. Mazhar Hussain
Deep Learning, Computer Vision, AI & Python | CS Lecturer

Created by: AI & Computer Science School
Learn AI, Deep Learning, & Computer Vision with Python

What Will I Learn?

• Deep Learning with Python and Pytorch Complete Guide
• Machine Learning to Deep Learning Paradigm Shift Key Concepts
• Artificial Deep Neural Networks Coding from Scratch in Python
• Deep Convolutional Neural Networks Coding from Scratch in Python
• Transfer Learning with Deep Pretrained Models using Python
• Deep Learning for Image Classification with Python
• Deep Learning for Pose Estimation with Python
• Deep Learning for Instance Segmentation with Python
• Deep Learning for Semantic Segmentation with Python
• Deep Learning for Object Detection with Python
• Train, Test and Deploy Deep Learning Models for Real-world Applications
• Calculate Performance Metrics (Accuracy, Precision, Recall, IOU) with Python

Requirements

• You will learn everything you need to know starting from Deep Learning with Python basics to advanced.
• A Google Gmail account to get started with Google Colab to write Python Code

Target audience

• This course is designed for AI enthusiasts looking to build a solid foundation in Deep Learning with Python.
• Data Scientists, Computer Vision Engineers, Software Engineers, and AI researchers seeking to enhance their expertise in Deep Learning.