Modern Artificial Intelligence Project Builds
The era of Artificial Intelligence (AI) has arrived, revolutionizing industries worldwide. The AI market is projected to soar by US$284.6 Billion, with Deep Learning alone expected to grow by over 42—5%. AI empowers computers to simulate human intelligence, encompassing decision-making, reasoning, text processing, and visual perception. It comprises various subfields like machine learning, robotics, and computer vision. To stay competitive and foster growth, companies must harness AI's power to enhance processes, cut costs, and boost revenue across sectors from banking to healthcare, transportation, and technology. The demand for AI talent has surged globally, making AI skills among the most sought-after.
This course offers practical, hands-on experience with real-world datasets, uniquely training and deploying models using TensorFlow and AWS SageMaker. It covers the entire AI/ML workflow, from model building to training and hyperparameter tuning.
Key topics include:
- Understanding Explainable AI and visualizing neural network layers using GradCam.
- Developing Deep Learning models for brain tumor detection and segmentation in healthcare applications.
- Building, training, and deploying AI models for predicting customer credit card defaults and optimizing marketing strategies in business applications.
- Exploring the DeepDream algorithm for art generation and creating AI-based artworks using TensorFlow 2.0 and Keras API.
- Developing ANN models in Google Colab with GPU and CPU support.
- Deploying Emotion AI-based models using TensorFlow 2.0 Serving for real-time inference.
**Course Components:**
- Modern Artificial Intelligence Project Builds Course
- Courseware
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$1,195.00Price
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