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Introduction to AI Course Overview
This Introduction to AI provides an overview of AI concepts and workflows, machine learning, 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.
Introduction to AI Key Features
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- 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
Introduction to AI Course Curriculum
Eligibility
Pre-requisites
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
31:00Preview01 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
01:4615 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
AI for beginners Exam & Certification
What do I need to do to unlock my Simplilearn certificate?
To obtain the course completion certificate, you must:
- Complete the online Introduction to Artificial Intelligence for beginners course
- Complete the course-end assessment with a minimum score of 80%
Who provides the certification and how long is it valid for?
Upon successful completion of the Introduction to AI for beginners course, Simplilearn will provide you with an industry-recognized course completion certificate which has lifelong validity.
How do I become an AI Engineer?
An Artificial Intelligence Engineer works with Machine Learning algorithms, neural networks, and other techniques in various types of business worldwide. They build, test, and deploy Artificial Intelligence models and are responsible for maintaining the Artificial Intelligence infrastructure. You can enroll for Simplilearn’s Artificial Intelligence Engineer Master’s program in collaboration with IBM which will give you an insight into Artificial Intelligence tools and methodologies. This program will train you on Python, Machine Learning techniques, including data reprocessing, regression, clustering, and Deep Learning methodologies and its applications using TensorFlow to prepare you for success in your role as an Artificial Intelligence Engineer.
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.
Introduction to AI Reviews
Janani Varun
ChennaiI would give a 5-star rating for the Simplilearn course I took. It helps me understand the content easily through online self-learning videos, and trainers assist us with their in-depth knowledge, as well.
Vishwanath Ragha
BangaloreI had an awesome learning experience with Simplilearn. All the courses are well structured with self-learning, live classes, and assessments. The trainers are good; They connect with students well and answer questions.
Tushar Siddhartha
BangaloreThe online learning platform is lag-free and provides informative and authentic videos. The quizzes and real-life industry projects on Simplilearn Cloud Lab are great too. The trainers are experienced and will guide you till the end. Investing in this course is really worth it!
Ting L.
Controller, WashingtonI wanted to learn AI and tried many online sources, but, found it hard to learn the topic. However, Simplilearn's AI program was not only easy to follow, but the content was also well-organized and offered plenty of real-world projects for practice. Their affordable fee was a big bonus too. I have grown my portfolio since I joined Simplilearn.
Filipe Theodoro
Machine Learning Developer, Sao PauloI was looking to learn AI, and a friend recommended Simplilearn. Simplilearn’s AI course gave me the knowledge required to start building my models, organize, and select the data to run and test the models. The projects were based on real industry problems too. The trainers were very clear with their explanations and helped us with a lot of tips.
Why Online Bootcamp
- Develop skills for real career growthCutting-edge curriculum designed in guidance with industry and academia to develop job-ready skills
- Learn from experts active in their field, not out-of-touch trainersLeading practitioners who bring current best practices and case studies to sessions that fit into your work schedule.
- Learn by working on real-world problemsCapstone projects involving real world data sets with virtual labs for hands-on learning
- Structured guidance ensuring learning never stops24x7 Learning support from mentors and a community of like-minded peers to resolve any conceptual doubts
Introduction to AI 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 instructors and how are they selected?
All of our highly qualified Artificial Intelligence trainers are AI industry experts with years of relevant industry experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.
How do I enroll in this Introduction to AI for beginners course?
You can enroll for this AI for beginners course 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's Introduction to Artificial Intelligence for Beginners Course in Chennai | Address: RMZ Millennia 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 1800-212-7688 (Toll-Free)
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