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- Artificial Intelligence Algorithms Models and Limitations
Artificial Intelligence Algorithms Models and Limitations
BY
LearnQuest
via Coursera
Learn ethical limitations of artificial intelligence by pursuing the certification of the Artificial Intelligence ...Read more
Beginner
Online
3 Weeks
Quick Facts
| particular | details | ||||
|---|---|---|---|---|---|
|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
|
Learning efforts
2 Hours Per Week
|
Course overview
The Artificial Intelligence Algorithms Models and Limitations certification course imparts online knowledge to the enrolled students through the platform Coursera. This is a beginner’s level programme designed for students who are keen on understanding the concepts related to machine learning and artificial intelligence.
The participant of the course does not require to have any work experience for this course and it is open to everyone who is interested. The course revolves around the topics of machine learning, its limitations, and ethical use, etc. The Artificial Intelligence Algorithms Models and Limitations certification syllabus includes four modules that have around three to five video lectures in every module along with practice exercises and additional readings.
The online training is a self-paced course and does not restrict any student with regards to attendance, timings, or submission deadlines. The Artificial Intelligence Algorithms Models and Limitations online course also provides a course completion certificate when the student completes all the graded quizzes and assignments.
The highlights
- Beginner level course
- Audit mode is available
- Online programme
- 7 hours programme
- Subtitles available in 9 languages
- Financial aid available
- Self-paced course
- 4 modules available
Program offerings
- Videos sessions
- Quizzes
- Practice exercises
- Assignments
- Readings.
Course and certificate fees
- Participants must not pay the Artificial Intelligence Algorithms Models and Limitations fees in the audit mode.
Artificial Intelligence Algorithms Models and Limitations fees details
| Particulars | Fee Amount in INR |
| Artificial Intelligence Algorithms Models and Limitations - Audit course | Free |
| Artificial Intelligence Algorithms Models and Limitations - 1 month | Rs.4,115/- |
| Artificial Intelligence Algorithms Models and Limitations - 3 months | Rs.8,230/- |
| Artificial Intelligence Algorithms Models and Limitations - 6 months | Rs.12,345/- |
certificate availability
Yes
certificate providing authority
Coursera
Who it is for
The Artificial Intelligence Algorithms Models and Limitations by Coursera is intended for the given participants:
This course is open to everyone belonging to the relevant domain.
Eligibility criteria
Certification Qualifying Details
Participants must buy the entire course by paying the required amount to obtain the certificate of the online course.
What you will learn
Knowledge of algorithms
Knowledge of artificial intelligence
The participants of the Artificial Intelligence Algorithms Models and Limitations programme will get to know the following-
- Students will learn about algorithms and their functions in the course.
- Participants will come to know about artificial intelligence and model outcomes.
- Candidates will acquire knowledge about the accuracy and bias in the modeling structure.
- Students will gain an understanding of rules related to artificial intelligence in the Artificial Intelligence Algorithms Models and Limitations training.
- Candidates will learn about ethical artificial intelligence, its causes, and its effects.
- Students will get to know how to make the algorithms more ethical.
- Candidates will gain valuable insights on the rise of algorithms in the Artificial Intelligence Algorithms Models and Limitations certification.
The syllabus
Module 1: Getting started: Algorithms
Videos
Readings
- Example of simple algorithms, and how to sort
- Your Apps Know Where You Were Last Night, and They’re Not Keeping It Secret
Assignments
- Knowledge Check
- Knowledge Check
- Weekly Quiz
Discussion Prompts
- Course welcome
- Review of your apps that use location data
Module 2: AI and Model Outcomes
Videos
- Programming the program
- Out of the lab: models in production
- Weekly Review
Readings
- Example Predictive Model
- ‘Creative ... motivating’ and fired
Assignments
- Knowledge Check
- Knowledge Check
- Weekly Quiz
Discussion Prompt
- New Discussion Prompt
Module 3: Rules for AI: training and constraints
Videos
- Modeling structure: accuracy and bias
- Mirrors: training models with real data
- Weekly Review
Readings
- Beyond Accuracy: precision and recall
- Image Recognition as a mirror
Assignments
- Knowledge Check
- Knowledge Check
- Weekly Quiz
Discussion Prompt
- Explore potential bias/limitations
Module 4: Ethical AI: Cause and Effect
Videos
- Learning machines: a future look
- AI - Balancing morals and profit
- Impact and Control: preparing for AGI
- Weekly Review
Readings
- Open AI Charter
- Paperclip maximizer
Assignments
- Knowledge Check
- Knowledge Check
- Weekly Quiz
Discussion Prompt
- New Discussion Prompt
Admission details
The details required for the admission process of the Artificial Intelligence Algorithms Models and Limitations programme are mentioned below-
- Step 1- The registration can be done only by visiting the official link- Artificial Intelligence Algorithms Models and Limitations | Coursera
- Step 2- Participants must create an account on Coursera.
- Step 3- Participants must enroll in the course using their account.
- Step 4- Participants must access the course on the redirected page by clicking on the Go to course option.
Scholarship Details
Students can apply for the financial aid available for the particular course by selecting the Financial aid available option on the main page of the programme.
How it helps
The Artificial Intelligence Algorithms Models and Limitations online course is about machine learning, algorithms, and artificial intelligence. The programme talks about the ethical limitations of the subject matter. It is provided in the online mode. The programme is free for every student in the audit mode. The fixed amount of time in which the course can be completed is 8 hours since there are only four modules in the curriculum of the programme.
Participants who pursue the course by subscribing to the programme get a certificate. The Artificial Intelligence Algorithms Models and Limitations certification benefits people by making them aware of the causes and effects of artificial intelligence. Students who learn from this particular programme can apply for other parts of the same specialization to become an advanced learner of the subject. The skills gained through the certificate can be mentioned in the CV of the participant so that it comes under the notice of the recruiter and increases the chances of hiring.. Professionals who want to brush up their basics regarding machine learning and artificial intelligence can also pursue the Artificial Intelligence Algorithms Models and Limitations certification course.
Instructors
FAQs
What is the time duration that is prescribed for the programme?
There are no time limits for this programme. Students can access the course every month in the audit mode or with a subscription. However, the prescribed amount of time for the programme is approximately 7 hours.
When is the admission process for the Artificial Intelligence Algorithms Models and Limitations training going to begin?
The admission for this programme is open all the time. Students can enroll in the course according to their requirements.
What if I want a refund for this course?
Students can get a refund for the course within 15 days of subscription.
Will I be able to receive university credit by pursuing the Artificial Intelligence Algorithms Models and Limitations certification?
No, there is no university credit available for this course.
Is the certificate going to be delivered to my place?
No, the certificate will be received by the student in the online mode through softcopy format.
How many chapters will the Artificial Intelligence Algorithms Models and Limitations certification syllabus include?
The syllabus of the programme includes 4 different modules.
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