Get Started with Artificial Intelligence
Offered By: Salesforce via Trailhead
Course Description
Overview
Learn how artificial intelligence works and how to use it effectively and responsibly.
- Learn the basics of AI and the tech behind its amazing capabilities.
- Discover the capabilities of generative AI and the technology that powers it.
- Learn how AI enables computers to interpret and generate natural human language.
- Learn the importance of data and ethics to prep for the AI innovations shaping our future.
- Learn the data analytics types and how theyre applied to common use cases.
- Learn the concepts of correlation and regression to better analyze data.
- Remove bias from your data and algorithms to create ethical AI systems at your company.
- Learn techniques to create high-quality images with artificial intelligence.
Syllabus
- Artificial Intelligence Fundamentals
- Get Started with Artificial Intelligence
- Turn Data into Models
- Understand the Need for Neural Networks
- Generative AI Basics
- Explore the Capabilities of Generative AI
- Understand the Technology Ecosystem of Generative AI
- Natural Language Processing Basics
- Get to Know Natural Language Processing
- Learn About Natural Language Parsing
- Data Fundamentals for AI
- Learn About Data and AI
- Understand Data and Its Significance
- Discover AI Techniques and Applications
- Know Data Ethics, Privacy, and Practical Implementation
- Data Analytics Fundamentals
- Explore Data Analytics Types
- Understand Common Data Analysis Use Cases
- Take Data Analytics to the Cloud
- Correlation and Regression
- Examine Correlation in Data
- Discover Relationships Using Linear Regression
- Responsible Creation of Artificial Intelligence
- Understand the Ethical Use of Technology
- Recognize Bias in Artificial Intelligence
- Remove Bias from Your Data and Algorithms
- Create Responsible Generative AI
- Generative AI for Images
- Explore Image Generation Models
- Use Generative AI for Art Effectively and Responsibly
Tags
Related Courses
Neural Networks for Machine LearningUniversity of Toronto via Coursera Good Brain, Bad Brain: Basics
University of Birmingham via FutureLearn Statistical Learning with R
Stanford University via edX Machine Learning 1—Supervised Learning
Brown University via Udacity Fundamentals of Neuroscience, Part 2: Neurons and Networks
Harvard University via edX