Step-by-step guidance to help you grow from a learner into a confident professional—gain the skills, mindset, and real-world experience needed to excel and lead in your field.
Unsupervised Machine Learning
Skills Covered: Cluster Analysis, Dimensionality Reduction, K-Means
Unsupervised Learning, Recommenders, Reinforcement Learning
Skills Covered: Unsupervised Learning, Reinforcement Learning, Recommender Systems
Unsupervised Algorithms in Machine Learning
Skills Covered: Unsupervised Learning, Clustering, Dimensionality Reduction
Introduction to Machine Learning with Python
Skills Covered: Python Programming, Machine Learning, Deep Learning
Learning Transfer & Lifelong Learning
Skills Covered: learning transfer, LTSI, training effectiveness
Machine Learning: an overview
Skills Covered: Machine Learning, Supervised Learning, Unsupervised Learning
Machine Learning with Python Fundamentals
Skills Covered: Machine Learning, Python Programming, Data Science
The Nuts and Bolts of Machine Learning
Skills Covered: Machine Learning, Python Programming, Supervised Learning
Deep Learning and Reinforcement Learning
Skills Covered: Deep Learning, Neural Networks, Reinforcement Learning
AI Workflow: Feature Engineering and Bias Detection
Skills Covered: Feature Engineering, Bias Detection, Dimensionality Reduction
Machine Learning
Skills Covered: Machine Learning, Python Programming, Data Analysis
