From Zero to AI: A Beginner's Guide to Building and Deploying AI Projects
What you'll learn
- Build, train, and deploy machine learning models for real-world applications like classification, regression, and NLP tasks.
- Master essential AI concepts, including neural networks, data preprocessing, model evaluation, and text processing.
- Deploy AI models as web services using Flask, enabling real-time user interaction and cloud deployment on platforms like Heroku.
- Utilize pre-trained models and transfer learning techniques to quickly implement NLP and image classification tasks.