Advanced Level

Advanced AI Applications

Name: Advanced AI Applications
Price: 349 USD

Master deep learning, build neural networks, and create sophisticated AI systems. For practitioners ready to advance their expertise to professional levels.

16 WeeksDuration

AdvancedLevel

1,892Enrolled

Enroll Now - $349

Course Overview

Take your AI skills to the professional level with our advanced 16-week program. This course dives deep into neural networks, deep learning architectures, and cutting-edge AI applications used by leading tech companies.

You'll master TensorFlow and PyTorch, build complex models, and deploy production-ready AI systems. Perfect for those with foundational ML knowledge ready to become AI experts.

What You'll Master

Deep Neural Networks

Build and optimize complex neural architectures including CNNs, RNNs, and transformer models from scratch.

Computer Vision

Master image recognition, object detection, and advanced computer vision techniques using state-of-the-art models.

Natural Language Processing

Build language models, sentiment analysis systems, and chatbots using transformer architectures and BERT.

Model Deployment

Learn to deploy AI models to production using cloud platforms, Docker, and API frameworks.

Course Syllabus

Weeks 1-3: Deep Learning Foundations

Advanced neural network architectures, backpropagation, optimization techniques, and regularization methods.

Weeks 4-6: Convolutional Neural Networks

Image classification, object detection, semantic segmentation, and transfer learning with popular architectures.

Weeks 7-9: Recurrent Networks & NLP

LSTMs, GRUs, attention mechanisms, transformers, and building sophisticated language models.

Weeks 10-12: Advanced Architectures

GANs, autoencoders, reinforcement learning basics, and cutting-edge AI research implementations.

Weeks 13-14: Production ML & MLOps

Model deployment, API development, monitoring, scaling, and maintaining AI systems in production.

Weeks 15-16: Capstone Project

Design and deploy a complete AI application showcasing your advanced skills and portfolio.