Machine Learning for Real-World Application

BY
TCS iON Digital Learning Hub , Packt

Get introduced to the advanced concepts of machine learning through this specialized course.

Mode

Online

Duration

6 Months

Fees

₹ 20000

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 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
  • 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
₹ 20,000  (Inclusive of GST)

Machine Learning for Real-World Application Certification Fees

Course

Fee

Machine Learning for Real-World Application

Rs. 20,000


certificate availability

Yes

certificate providing authority

TCS iON

Who it is for

  • The Machine Learning for Real-World Application Course is suitable for students who are in their 5th, 6th, 7th and 8th semesters of engineering of any stream, B.E / B.Tech.

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

Knowledge of algorithms Machine learning

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

The syllabus

Basics of Statistics

  • Linear algebra
  • Mathematical 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

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://www.tcsion.com/courses/industry-honour-course/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.

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

What does the summative assessment include?

The summative assessment includes two parts that test the theoretical and practical knowledge of learners.

How many marks should I score to earn the certificate of achievement?

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.

What happens if I fail the summative assessment?

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.

How many times can I appear for the summative assessment?

You can appear for the summative assessment only once but you can attempt the practice assessments 2 times.

Does the Machine Learning for Real-World Application Course offer credit points?

Yes, the course offers 5 credit points in total.

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