AI & ML Starter Course with Hands-On Projects [2023]
Learn Artificial Intelligence & Machine Learning with Hands-On ProjectsWhat you'll learn
- Basics of Human Brain & Artificial Neural Network - Biological Neurons & Artificial Neurons
- Difference between Artificial Intelligence, Machine Learning & Deep Learning
- 3 Machine Learning Techniques - Supervised Learning, Unsupervised Learning, Reinforcement Learning with examples
- Learn how to train, evaluate and optimize a Machine Learning model
- Day in a life of an AI/ML Engineer
- ML Model Evaluation Method - Confusion Matrix, Error, Recall, Precision, Accuracy
- ML Model Optimization Method - Learning Rate, Epoch, Batch Size
- ML Model Training - Using Open-Source Tools
- Hands-On Project 1 - Build a Machine Learning model using Healthcare Dataset
- Hands-On Project 2 - Build a Machine Learning model using Agriculture Dataset
