Certified Artificial Intelligence Practitioner Specialization

The Certified Artificial Intelligence Practitioner™ (CAIP) industry validated certification helps professionals draw higher salaries (25% on average) and differentiate themselves from other job candidates.
Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for
many organizations. When used effectively, these tools provide actionable insights that drive critical
decisions and enable organizations to create exciting, new, and innovative products and services. This
specialization shows you how to apply various approaches and algorithms to solve business problems through AI
and ML, follow a methodical workflow to develop sound solutions, use open source, off-the-shelf tools to
develop, test, and deploy those solutions, and ensure that they protect the privacy of users.
The specialization is designed for data science practitioners entering the field of artificial intelligence and will prepare learners for the CAIP certification exam.
WHAT YOU WILL LEARN
- Learn about the business problems that AI/ML can solve as well as the specific AI/ML technologies that can solve them.
- Learn important tasks that make up the workflow, including data analysis and model training and about how machine learning tasks can be automated.
- Use ML algorithms to solve the two most common supervised problems regression and classification, and a common unsupervised problem: clustering.
- Explore advanced algorithms used in both machine learning and deep learning. Build multiple models to solve business problems within a workflow.

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Follow a Machine Learning Workflow (Coursera)

Dec 6th 2021
Follow a Machine Learning Workflow (Coursera)
Course Auditing
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Machine learning is not just a single task or even a small group of tasks; it is an entire process, one that practitioners must follow from beginning to end. It is this process—also called a workflow—that enables the organization to get the most useful results out of their machine [...]
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Dec 6th 2021
Course Auditing
41.00 EUR/month

Solve Business Problems with AI and Machine Learning (Coursera)

Dec 6th 2021
Solve Business Problems with AI and Machine Learning (Coursera)
Course Auditing
Categories
Effort
Languages
Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This is the first of four courses [...]
0
No votes yet
Dec 6th 2021
Course Auditing
41.00 EUR/month

Build Regression, Classification, and Clustering Models (Coursera)

Dec 6th 2021
Build Regression, Classification, and Clustering Models (Coursera)
Course Auditing
Categories
Effort
Languages
In most cases, the ultimate goal of a machine learning project is to produce a model. Models make decisions, predictions—anything that can help the business understand itself, its customers, and its environment better than a human could. Models are constructed using algorithms, and in the world of machine learning, [...]
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No votes yet
Dec 6th 2021
Course Auditing
41.00 EUR/month