- History of AI
- Tools to be used for AI programming and its overview
- What are cognitive science and the problem of perception
- Applications of AI
Online
5 Months
₹ 20,000
Inclusive of GST
Quick facts
particular | details | |||
---|---|---|---|---|
Collaborators
TCS
|
Medium of instructions
English
|
Mode of learning
Self study, Virtual Classroom
|
Mode of Delivery
Video and Text Based
|
number of course credit
5
|
Course overview
The Artificial Intelligence for Real-World Application Training Course is a specialized course that explores the nuances of artificial intelligence and its advanced applications. The course will be delivered by experts through digital lectures, e-learning resources, and hands-on learning methods. The course provides learners with a clear overview of the practical and industrial applications of artificial intelligence.
After successfully completing all course steps and the final summative assessment, learners will receive an Artificial Intelligence for Real-World Application Certification by TCS iON. The course provides support to learners via academic and industry connect communities. Candidates get a chance to seek internships and job opportunities from leading corporate recruiters.
The highlights
- Certificate of achievement
- Verifiable digital certificate
- 5 months duration
- English medium
- Digital learning resources
- Digital lectures
- Practice assessments
- Industry assignments
- Summative assessment
- Industry connect community
- Academic connect community
- Renowned industry experts
- Internship and job opportunity
Program offerings
- Certificate of achievement
- Verifiable digital certificate
- 5 to 6 months duration
- English medium
- Digital learning resources
- Digital lectures
- Practice assessments
- Industry assignments
- Summative assessment
- Renowned industry experts
Course and certificate fees
Fees information
Artificial Intelligence for Real-World Application Certification Fees
Course | Amount in INR |
Artificial Intelligence for Real-World Application | Rs. 20,000 |
certificate availability
certificate providing authority
Eligibility criteria
- Candidates are required to have prior knowledge of Object-Oriented Programming Systems (OOPs).
- Candidates are recommended to have basic knowledge of sensors, which is optional.
Exam Qualification Details
- You should score marks greater than or equal to 40% for Part A, greater than or equal to 50% for Part B and greater than or equal to 50 marks for the overall summative assessment to be eligible to receive the certificate of achievement.
- Those candidates who could not attend the summative assessment or are not able to meet the mark criteria will receive only a certificate of participation.
- The candidates who fail the summative assessment will only receive a performance scorecard.
What you will learn
After finishing the Artificial Intelligence for Real-World Application Certification Classes, you will learn about these topics:
- Introduction to Artificial Intelligence (AI)
- Search
- Reasoning
- Machine Learning
- Deep Learning
- Time Series Analysis
- TensorFlow
Admission details
Given below are the steps to enroll in the Artificial Intelligence for Real-World Application Course:
Step 1: Go to the official website by clicking on the URL given below -https://learning.tcsionhub.in/courses/industry-honour-certification/artificial-intelligence/
Step 2: Click on the "Activate Now" option.
Step 3: If you are a new user then sign up or sign in with your credentials.
Step 4: Fill in the required details to proceed.
The syllabus
Introduction to Artificial Intelligence (AI)
Search
- Intelligent agents, the uninformed search
- Search Techniques 1 - search space, state-space search
- Search Techniques 2 - heuristic search, and pattern-directed search
- Planning, control strategies and implementation, constraint satisfaction
- Problem-solving by heuristic search, A* algorithm, AO* algorithm
- Adversarial search, game playing
Reasoning
- Proposition and first-order logic
- Rule-based systems, semantic net, conceptual graph, inference, and deduction
- Resolution refutation, answer extraction
- Reasoning under uncertainty - probabilistic reasoning, belief networks
Machine Learning
- Basic concepts
- Linear models, perceptrons
- Introduction to supervised learning and k-nearest neighbors (KNN), decision trees
- Advanced models - support vector machine (SVM), ensemble classifiers
- Introduction to unsupervised learning and clustering methods
Deep Learning
- Introduction to neural networks
- Backpropagation
- Training neural nets using Keras
- Regularization, batch normalization, dropout
- Introduction to convolutional neural networks (CNN)
- Introduction to natural language processing (NLP) and toolkits
Time Series Analysis
- Introduction to time series
- Stationary time series
- Smoothing time series
- Autocorrelation functions
- Autoregressive integrated moving average (ARIMA) models
- Signal transformations
- Deep learning and time series analysis
TensorFlow
- Introduction to TensorFlow
- Convolutional neural networks with TensorFlow
- Using TensorFlow for implementing regression and clustering methods
How it helps
The Artificial Intelligence for Real-World Application Certification Benefits are listed below:
- The course will help learners become proficient in areas like Artificial Intelligence, Machine Learning, Deep Learning with TensorFlow, and Natural Language Processing.
- The Artificial Intelligence for Real-World Application Certification Syllabus will help you gain the skills required for the professions of artificial intelligence junior developers or assistant system engineers.
- The course provides a certificate of achievement to learners.
Instructors
Mr Bonson Mampilli
Instructor
Tata Consultancy Ser...
Ph.D, M.Phil.
Dr Gaurav Harit
Associate Professor
IIT Jodhpur
B.E /B.Tech, M.E /M.Tech., Ph.D
FAQs
The Artificial Intelligence for Real-World Application Online Course provides 5 credit points.
Yes, candidates can enroll in the course only after paying the Artificial Intelligence for Real-World Application Certification fees.
The summative assessment is divided into two parts, which tests the theoretical and practical skills of the learners.
The summative assessment can be attempted only once by the candidate.
The course has an approximate duration ranging from 5 months.