Deep Learning Specialization - Advanced AI Architectures

Deep Learning Specialization: Advanced AI Architectures

https://WebToolTip.com

Published 8/2025
Created by Data Science Academy,School of AI
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 39 Lectures ( 4h 31m ) | Size: 2.3 GB

Master advanced AI with Deep Learning, Transformers, GANs, RL & real-world deployment skills

What you'll learn
Design, train, and optimize advanced deep learning models including CNNs, RNNs, Transformers, GANs, and Diffusion Models for real-world applications.
Apply reinforcement learning techniques such as Q-Learning, Deep Q-Networks, and Policy Gradient methods
Deploy deep learning models into production environments using Flask, FastAPI, Docker, and cloud platforms (AWS, GCP, Azure)
Interpret and evaluate AI models responsibly using Explainable AI (XAI) methods like SHAP, LIME, and attention visualization
Analyze emerging AI trends including multimodal systems, generative AI, and the path toward Artificial General Intelligence (AGI)

Requirements
Basic Knowledge of Python
Foundational Understanding of Machine Learning
Linear Algebra & Probability Basics
Deep Learning Frameworks (Optional but Helpful)
Tools & Setup