AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone--especially your non-technical colleagues--to take.
In this course, you will learn:
- The meaning behind common AI terminology, including neural networks, machine learning, deep learning, and data science
- What AI realistically can--and cannot--do
- How to spot opportunities to apply AI to problems in your own organization
- What it feels like to build machine learning and data science projects
- How to work with an AI team and build an AI strategy in your company
- How to navigate ethical and societal discussions surrounding AI
Though this course is largely non-technical, engineers can also take this course to learn the business aspects of AI.
Offered By
deeplearning.ai
About this Course
822,820
822,820Skills you will gain
Workflow of Machine Learning projectsAI terminologyAI strategyWorkflow of Data Science projects
Syllabus - What you will learn from this course
Week
12 hours to complete
What is AI?
9 videos (Total 69 min), 1 quiz
9 videos
Machine Learning6m
What is data?11m
The terminology of AI9m
What makes an AI company?7m
What machine learning can and cannot do7m
More examples of what machine learning can and cannot do8m
Non-technical explanation of deep learning (Part 1, optional)7m
Non-technical explanation of deep learning (Part 2, optional)3m
1 practice exercise
Week 1 Quiz30m
Week
21 hour to complete
Building AI Projects
8 videos (Total 52 min), 1 quiz
8 videos
Workflow of a machine learning project6m
Workflow of a data science project6m
Every job function needs to learn how to use data6m
How to choose an AI project (Part 1)7m
How to choose an AI project (Part 2)8m
Working with an AI team8m
Technical tools for AI teams (optional)6m
1 practice exercise
Week 2 Quiz30m
Week
32 hours to complete
Building AI In Your Company
10 videos (Total 90 min), 1 quiz
10 videos
Case study: Smart speaker9m
Case study: Self-driving car6m
Example roles of an AI team8m
AI Transformation Playbook (Part 1)10m
AI Transformation Playbook (Part 2)14m
AI pitfalls to avoid2m
Taking your first step in AI4m
Survey of major AI application areas (optional)17m
Survey of major AI techniques (optional)15m
1 practice exercise
Week 3 Quiz30m
Week
41 hour to complete
AI and Society
8 videos (Total 50 min), 1 quiz
8 videos
A realistic view of AI7m
Discrimination / Bias9m
Adversarial attacks on AI7m
Adverse uses of AI4m
AI and developing economies7m
AI and jobs7m
Conclusion3m
1 practice exercise
Week 4 Quiz30m
4.8
854 Reviews41%
started a new career after completing these courses
38%
got a tangible career benefit from this course
11%
got a pay increase or promotion
Top Reviews
I now are equipped with right attitude to AI projects, it's limitation and how it will affect our society/jobs. It is very beneficial for me to set up the right mindset to carry on to next AI courses.
I got a comprehensive overview of what AI is and the meanings of various concepts being talked about in this context. Excellent course for one to start on a solid ground. Five stars! Thank you Andrew.
Instructor
Andrew Ng
CEO/Founder Landing AI; Co-founder, Coursera; Adjunct Professor, Stanford University; formerly Chief Scientist,Baidu and founding lead of Google BrainAbout deeplearning.ai
deeplearning.ai is Andrew Ng's new venture which amongst others, strives for providing comprehensive AI education beyond borders.
Frequently Asked Questions
When will I have access to the lectures and assignments?
Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
What is the refund policy?
Is financial aid available?
More questions? Visit the Learner Help Center.
Coursera provides universal access to the world’s best education,
partnering with top universities and organizations to offer courses online.
© 2019 Coursera Inc. All rights reserved.
