- Linear algebra
- Mathematical statistics
Online
6 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
Machine Learning for Real-World Application Training course is a specialized course that helps learners understand the practical applications and advanced approaches of machine learning, an integral part of artificial intelligence technology. The course has a duration of 5 to 6 months and it varies according to the semester pattern in the university or institution of the learners.
The Machine Learning for Real-World Application Certification by TCS iON will be taught through digital lectures, digital learning resources and industry assignments and evaluated through a final summative assessment. The course led by industry experts provides both internship and job opportunities to learners. After successful completion, learners will receive a verifiable digital certificate.
The highlights
- Certificate of achievement
- Verifiable digital certificate
- 5 to 6 months duration
- English medium
- Digital learning resources
- Digital lectures
- Practice assessments
- Industry assignments
- Summative assessment
- Industry relevant curriculum
- Business case studies
- 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
- Industry relevant curriculum
Course and certificate fees
Fees information
Machine Learning for Real-World Application Certification Fees
Course | Fee |
---|---|
Machine Learning for Real-World Application | Rs. 20,000 |
certificate availability
certificate providing authority
Eligibility criteria
Certificate Qualification Details
- The summative assessment is divided into Part A and Part B. Learners 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 assessment to earn the certificate of achievement.
- Candidates who fail to attend the summative assessment or are not able to meet the mark criteria will receive only a certificate of participation.
- Candidates who fail for the summative assessment will only receive a performance scorecard.
What you will learn
After completing the Machine Learning for Real-World Application Certification Classes, you will gain knowledge about these topics:
- Statistics
- Machine Learning
- Machine Learning Methodology
- Key Concepts in Machine Learning
- Machine Learning Algorithms with Real-Life Use Cases
Admission details
Given below are the steps to enroll in the Machine Learning for Real-World Application Live Course:
Step 1: Go to the official website by clicking on the URL given below -
https://learning.tcsionhub.in/courses/industry-honour-certification/machine-learning/
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
Basics of Statistics
Basics of Machine Learning
- Introduction
- Supervised learning
- Unsupervised learning
- Reinforcement learning
Machine Learning Methodology (CRISP DM)
- Data understanding
- Data preparation
- Exploratory data analysis
Key Concepts in Machine Learning
- Data sample
- Model selection
- Regression algorithms
- Model validation
- Model deployment
- Imbalance in data
Machine Learning Algorithms with Real-Life Use Cases
- Unsupervised algorithms
- Classification algorithms
How it helps
The Machine Learning for Real-World Application Certification Benefits are given below:
- The course allows learners to gain an in-depth understanding of the industry-specific concepts of machine learning through specialized case studies.
- The course prepares learners for successful career roles like software engineers, software developers, data scientists, machine learning designers and computational linguists.
- After successful completion of this course taught by experts, learners will be receiving a verifiable certificate of achievement.
Instructors
Dr Gaurav Harit
Associate Professor
IIT Jodhpur
B.E /B.Tech, M.E /M.Tech., Ph.D
FAQs
The summative assessment includes two parts that test the theoretical and practical knowledge of learners.
The learners should score 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 as an overall assessment to obtain the certificate of achievement.
If you fail for the summative assessment of the Machine Learning for Real-World Application Online Course, you will not receive a certificate but only a performance scorecard.
You can appear for the summative assessment only once but you can attempt the practice assessments 2 times.
Yes, the course offers 5 credit points in total.