Course Overview
This AI for beginners course provides an overview of AI concepts and workflows, machine learning and deep learning, and performance metrics. You’ll learn the difference between supervised, unsupervised, and reinforcement learning; be exposed to use cases, and see how clustering and classification algorithms help identify AI business applications.
Key Features
At Simplilearn, we value the trust of our patrons immensely. But, if you feel that a course does not meet your expectations, we offer a 7-day money-back guarantee. Just send us a refund request via email within 7 days of purchase and we will refund 100% of your payment, no questions asked!
- 3.5 hours of enriched learning
- Lifetime access to self-paced learning
- Industry-recognized course completion certificate
Skills Covered
- Purpose of artificial intelligence technology
- Concepts of deep learning and machine learning workflow
- Supervised learning
- Semisupervised learning
- Unsupervised learning
Course Curriculum
Eligibility
This introductory artificial intelligence course is ideal for developers aspiring to be AI engineers, as well as for analytics managers, information architects, analytics professionals, and graduates looking to build a career in artificial intelligence or machine learning.
Pre-requisites
There are no prerequisites for opting for this Introduction to Artificial Intelligence course. It does not require programming or IT background, making it ideal for professionals from all walks of corporate life.
Course Content
Introduction to Artificial Intelligence
PreviewLesson 00 - Course Introduction
03:09PreviewIntroduction
03:09
Lesson 01 - Decoding Artificial Intelligence
21:09Preview01 Decoding Artificial Intelligence
00:1902 Meaning, Scope, and Stages Of Artificial Intelligence
00:4603 Three Stages of Artificial Intelligence
02:1904 Applications of Artificial Intelligence
01:0605 Image Recognition
01:2606 Applications of Artificial Intelligence - Examples
01:0607 Effects of Artificial Intelligence on Society
03:5408 Supervises Learning for Telemedicine
03:1009 Solves Complex Social Problems
03:1710 Benefits Multiple Industries
02:3911 Key Takeaways
01:07Knowledge Check
Lesson 02 - Fundamentals of Machine Learning and Deep Learning
31:17Preview01 Fundamentals Of Machine Learning and Deep Learning
00:5002 Meaning of Machine Learning
02:2203 Relationship between Machine Learning and Statistical Analysis
01:3104 Process of Machine Learning
01:3205 Types of Machine Learning
01:3406 Meaning of Unsupervised Learning
01:2407 Meaning of Semi-supervised Learning
01:5908 Algorithms of Machine Learning
01:0009 Regression
03:1210 Naive Bayes
01:0911 Naive Bayes Classification
02:4512 Machine Learning Algorithms
02:2213 Deep Learning
02:4514 Artificial Neural Network Definition
02:0315 Definition of Perceptron
01:1816 Online and Batch Learning
02:1717 Key Takeaways
01:14Knowledge Check
Lesson 03 - Machine Learning Workflow
14:52Preview01 Learning Objective
00:2802 Machine Learning Workflow
01:0603 Get more data
00:4104 Ask a Sharp Question
02:0705 Add Data to the Table
03:2006 Check for Quality
01:1507 Transform Features
02:4108 Answer the Questions
01:4909 Use the Answer
00:3111 Key takeaways
00:54Knowledge Check
Lesson 04 - Performance Metrics
19:39Preview01 Performance Metrics
00:3102 Need For Performance Metrics
01:1003 Key Methods Of Performance Metrics
00:5304 Confusion Matrix Example
01:1505 Terms Of Confusion Matrix
01:5306 Minimize False Cases
01:3707 Minimize False Positive Example
01:0708 Accuracy
01:4209 Precision
01:1310 Recall Or Sensitivity
02:3211 Specificity
01:3612 F1 Score
03:0113 Key takeaways
01:09Knowledge Check
Exam & Certification
What do I need to do to unlock my Simplilearn certificate?
To obtain the Introduction to Artificial Intelligence course certification, you must:
- Complete the online self-learning course
- Complete the course-end assessment with a minimum score of 80%
Do you provide any practice tests as part of this course?
Yes, we provide a practice test as part of this course to help you prepare for the actual certification exam. You can try this free Artificial Intelligence Exam Questions to understand the type of tests that are part of the course curriculum.
FAQs
What is the average salary for a Artificial Intelligence Engineer in Chennai?
According to PayScale, Artificial Intelligence Engineers in Chennai can earn an average salary of Rs 10,87,500 a year. The earning potential can increase for individuals who have undergone a Introduction to Artificial Intelligence(Coming Soon) program.
What are other types of roles within the AI & Machine Learning space available in Chennai?
Other roles within the AI & Machine Learning space available in Chennai are
- Artificial Intelligence
- Data Scientist
Which companies are hiring Artificial Intelligence Engineers in Chennai?
Companies like Intel Serve IT Solutions, Fidelity are looking for skilled AI & Machine Learning experts in Chennai.
Who are the trainers?
The Introduction to Artificial Intelligence training sessions is delivered by highly qualified and certified instructors with relevant industry experience.
How do I enroll for online training?
You can enroll for this training on our website and make an online payment using any of the following options:
· Visa Credit or Debit Card
· MasterCard
· American Express
· Diner’s Club
· PayPal
Once payment is received you will automatically receive a payment receipt and access information via email.
Can I cancel my enrollment? Will I get a refund?
Yes, you can cancel your enrolment if necessary. We will refund the course price after deducting an administration fee. To learn more, you can view our Refund Policy.
Our Chennai Correspondence / Mailing address
Simplilearn Solutions Pvt Ltd, RMZ Milenia Business Park, Phase 2, Campus 4B, 6th Floor, Unit 602A, No 143, Dr. M.G.R Road, Kadanchavadi, Perungudi, Chennai - 600 096, Tamil Nadu, India, Call us at: 1800-102-9602
Related Courses
- Disclaimer
- PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.