SkillSoft Explore Course – Lambers, Inc.

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IT Skills Software Design and Development Artificial Intelligence Developing AI and Machine Learning Solutions with Python

Discover how to implement various supervised and unsupervised algorithms of machine learning using Python, with the primary focus of clustering and classification.

Asset ID	it_sdpyai_02_enus
Course Type	Video Course
Course Category	Software Design and Development

Objectives
AI and ML Solutions with Python: Supervised, Unsupervised and Deep Learning demonstrate how to implement classification list the various types of algorithms used in unsupervised learning demonstrate how to implement K-Mean clustering demonstrate how to implement hierarchical clustering demonstrate how to facilitate text mining and work with recommender systems demonstrate the process involved in text mining and data assembly specify the concepts of deep and reinforcement learning work with Restricted Boltzmann machines build models using Convolution Neural Network utilize data frames and centroids

Objectives

AI and ML Solutions with Python: Supervised, Unsupervised and Deep Learning

demonstrate how to implement classification
list the various types of algorithms used in unsupervised learning
demonstrate how to implement K-Mean clustering
demonstrate how to implement hierarchical clustering
demonstrate how to facilitate text mining and work with recommender systems
demonstrate the process involved in text mining and data assembly
specify the concepts of deep and reinforcement learning
work with Restricted Boltzmann machines
build models using Convolution Neural Network
utilize data frames and centroids