Intro to Artificial Intelligence and Machine Learning
Intro to Artificial Intelligence and Machine Learning
Covers the evolution of data science, basic concepts of AI, ML, and DL and how they differ from each other, followed by a brief history of AI and how deep learning came to be.
12 min
rise-only
Types of Machine Learning
Types of Machine Learning
Covers the different methods used in machine learning, with a review of supervised, unsupervised, and semi-supervised learning types.
13 min
rise-only
Deep Learning and Neural Networks
Deep Learning and Neural Networks
Learn basic concepts behind Deep Learning and Artificial Neural Networks (ANNs), including key functions and process flow.
20 min
rise-only
Machine Learning Bias and Model Optimization
Machine Learning Bias and Model Optimization
Learn about the impact of model bias with under/overfit models, regularization techniques, and how to optimize your models and minimize error.
17 min
rise-only
Key Functions of a Deep Neural Network
Key Functions of a Deep Neural Network
Take a deep dive into the inner workings of a Deep Neural Network (DNN), including key functions and the overall process flow of forward and backward passes.
22 min
rise-only
What is Generative AI?
What is Generative AI?
Learn the main concepts behind generative AI, how these technologies work, and explore some important business considerations and risks.
31 min
rise-only
How Large Language Models (LLMs) Work
How Large Language Models (LLMs) Work
Using a real-world example with ChatGPT, learn how LLMs get trained and how gen AI technology works.
16 min
rise-only
Exploring HPE Machine Learning Development Solutions
Exploring HPE Machine Learning Development Solutions
Learn how HPE supports AI-focused business initiatives through this concise overview of the HPE Machine Learning Development System.
16 min
rise-only
HPE Machine Learning Development Environment (MLDE) Features
HPE Machine Learning Development Environment (MLDE) Features
Take a deep dive into HPE Machine Learning Development Environment (MLDE) to learn how MDLE features support machine learning experts.
18 min
rise-only
[separator] Machine Learning
[separator] Machine Learning
Course series covering the basics of how machine learning works. Learn the key steps to machine learning project development and success.
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Machine Learning Project Success Planning
Machine Learning Project Success Planning
Only ~20% of ML projects make it into production. Learn how prepare, plan, and execute a well-defined strategy to implement ML projects and maximize business results.
12 min
rise-only
Machine Learning Pipeline: Prepare
Machine Learning Pipeline: Prepare
Learn a repeatable process of six steps to follow for any machine learning workflow. Covered here is the preparation phase of the machine learning workflow.
29 min
rise-only
Machine Learning Pipeline: Implement
Machine Learning Pipeline: Implement
Get familiar with the second phase of the machine learning workflow process: implementation, and the importance of on-going project monitoring.
16 min
rise-only

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