Modern Artificial Intelligence Masterclass: Build 6 Projects

Harness the power of AI to solve practical, real-world problems in Finance, Tech, Art and Healthcare

Created by: Dr. Ryan Ahmed, Ph.D., MBA
Best-Selling Professor, 400K+ students, 250K+ YT Subs

Created by: SuperDataScience Team
Helping Data Scientists Succeed

Created by: Ligency Team
Helping Data Scientists Succeed

What Will I Learn?

• Deploy Emotion AI-based model using Tensorflow 2.0 Serving and use the model to make inference.
• Understand the concept of Explainable AI and uncover the blackbox nature of Artificial Neural Networks and visualize their hidden layers using GradCam technique
• Develop Deep Learning model to automate and optimize the brain tumor detection processes at a hospital.
• Build and train AI model to detect and localize brain tumors using ResNets and ResUnet networks (Healthcare applications).
• Understand the theory and intuition behind Segmentation models and state of the art ResUnet networks.
• Build, train, deploy AI models in business to predict customer default on credit card using AWS SageMaker XGBoost algorithm.
• Optimize XGBoost model parameters using hyperparameters optimization search.
• Apply AI in business applications by performing customer market segmentation to optimize marketing strategy.
• Understand the underlying theory and mathematics behind DeepDream algorithm for Art generation.
• Develop, train, and test State-of-the art DeepDream algorithm to create AI-based art masterpieces using Keras API in TF 2.0.
• Develop ANNs models and train them in Google Colab while leveraging the power of GPUs and TPUs.

Requirements

• Basic knowledge of programming is recommended but not required.

Target audience

• Seasoned consultants wanting to transform industries by leveraging AI.
• AI Practitioners wanting to advance their careers and build their portfolio.
• Visionary business owners who want to harness the power of AI to maximize revenue, reduce costs and optimize their business.
• Visionary business owners who want to harness the power of AI to maximize revenue, reduce costs and optimize their business.