Machine Learning Specialization

About this Certification

Built ML models with NumPy & scikit-learn, and trained supervised models for prediction & binary classification tasks (linear, logistic regression). Built and trained neural networks with TensorFlow to perform multi-class classification, and used decision trees & tree ensemble methods. Applied best practices for ML development and used unsupervised learning techniques including clustering & anomaly detection. Built recommender systems with a collaborative filtering approach & a content-based deep learning method, and built a deep reinforcement learning model.