Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The Machine Learning Zero to Hero certification course offered by the Indian Institute of Technology Kanpur is a six-week online certification course. The training is structured to introduce machine learning's fundamental concepts and popular algorithms. Candidates will learn through a problem-solving approach by practising exercises in Python.
The Machine Learning Zero to Hero online course teaches about the up to date and supervised learning algorithms, decision tree, linear regression, k-nearest neighbour, and logistic regression concepts. The curriculum also highlights Bayesian learning, support vector machines, and kernels and neural networks accompanied by the introduction of Deep Learning. Candidates will learn about basic clustering algorithms and feature reduction methods.
The computational learning theory basics are discussed in the Machine Learning Zero to Hero training. Furthermore, the online course curriculum consists of complex topics such as variance and bias, overfitting, hypothesis space, cross-validation, and evaluation strategies. What's more, you can earn a certificate of completion at the end of the programme to showcase your skills in machine learning.
The Highlights
- Machine Learning course
- Online lectures
- Constant access to course material
- Six-week course
- Designed by IIT Kanpur
- High-quality educational content
- Verified certificate after completion
- Mode of instruction in English
- Self-paced learning
- MCQ test and evaluation
Programme Offerings
- Machine Learning course
- Online lectures
- Completion in six weeks
- video lectures
- Mode Of Instruction In English
- IIT Kanpur Initiative
- Official certification
- Course-end Exam
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Kanpur |
To get access to the course material for the Machine Learning Zero to Hero online certification, candidates have to pay Rs 4,237 + 18% GST.
Machine Learning Zero to Hero online course fee structure
Course Title | Total fee |
Machine Learning Zero to Hero | Rs 4,237 + 18% GST |
Eligibility Criteria
Machine Learning Zero to Hero certification by E&ICT Academy, IIT Kanpur entails no educational or professional experience.
Furthermore, applicants will need to score at least 60% in the final assessment to acquire the certificate.
What you will learn
The syllabus for the Machine Learning Zero to Hero certification syllabus will help the candidates understand the following:
- Machine learning and its fundamentals concepts.
- Understanding how to choose the accurate data model.
- Basic knowledge of various clustering models and their usage.
- Application of Apriori to use association rules model.
- Independent learning to increase comprehension and job prospects.
Who it is for
The Machine Learning Zero to Hero training is ideal for students pursuing graduate or postgraduate courses in IT/computer science fields. IT professionals, teachers, and faculty of IT field will also benefit from the course.
Admission Details
Step 1. To find out about Machine Learning Zero to Hero classes, candidates can visit the official IITK website at https://ict.iitk.ac.in/
Step 2. Choose the ‘Login/Register’ tab and fill in the required details.
Step3. Hit the ‘Register’ option and select the course.
Step 4. Tap the ‘Enrol & Pay’ tab to proceed with the payment.
Step 5. Complete the enrolment by clicking the ‘Checkout’ tab and paying the fees.
Application Details
To be a part of the Machine Learning Zero to Hero program, you must create an account on the IIT Kanpur website and log in. To register, you must fill an application form that consists of basic information such as name, contact details, gender, city, college, and a social media profile.
The Syllabus
- Hierarchical Methods
- K Means Methods
- Multiple Linear Regression
- Linear Regression
- Part one: Logistic Regression
- Part two: Logistic Regression
- Principal Component Analysis
- Exploratory Factor Analysis
- Using Apriori for Association Rules Model
Evaluation process
Throughout the Machine Learning Zero to Hero certification program, in-course assignments are mandated. Additionally, candidates have to acquire a minimum 60% score for the final MCQ exam to obtain the certification.
IIT Kanpur Frequently Asked Questions (FAQ's)
Candidates have to complete the assignments to receive the certificate towards the end of the course. The assignments also help candidates to practice their skills for better acquisition.
No. The certificate is only provided to the candidates who successfully complete the entire course including the assignments and final MCQ exam.
No. The course does not offer any EMI options.
The Machine Learning Zero to Hero certification is entirely online-based and will be conducted through digital platforms only.
Yes, students pursuing professional computer science and Information technology courses can join the program.