Machine Learning Coursera

Overview

This Machine Learning Specialization is offered by Coursera in partnership with Deeplearning. The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learning and how to use these techniques to build real-world AI applications. 

What you'll learn

• Build ML models with NumPy & scikit-learn, build & train supervised models for prediction & binary classification tasks (linear, logistic regression)

• Build & train a neural network with TensorFlow to perform multi-class classification, & build & use decision trees & tree ensemble methods

• Apply best practices for ML development & use unsupervised learning techniques for unsupervised learning including clustering & anomaly detection

• Build recommender systems with a collaborative filtering approach & a content-based deep learning method & build a deep reinforcement learning model

Skills you'll gain

• Machine Learning

• Machine Learning Algorithms

• Applied Machine Learning

• Algorithms

• Deep Learning

• Artificial Neural Networks

• Human Learning

• Python Programming

• Regression

• Mathematics