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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery	Frequency Of Classes
English	Self Study, Virtual Classroom	Video and Text Based	Weekends

Course Overview

The Certificate Programme in Data Science & Machine Learning online course is a six month based in depth interactive online course to explore the world of data science and learn some useful machine learning tools for several business applications in several sectors. The course is well planned by the expert faculty members of IIT Delhi.

The Certificate Programme in Data Science & Machine Learning training syllabus is planned on the Eruditus platform as a series of five modules with its own set of assessments and case studies. The course will run every Sunday for three hours a week with several options such as peer to peer learning capability. The Certificate Programme in Data Science & Machine Learning classes is an industry recognised in terms of employability and the ability to benefit from a professional network.

The Highlights

Leading programme from India’s elite institution, IIT Delhi
3 hours every Sunday
Live online learning with case studies
Empowered faculty with great insights
Peer to peer learning option
Industry recognised certificate

Programme Offerings

Live Lectures
Peer to peer learning resources
Case Studies
Professional network
assessments
Online quizzes.

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	IIT Delhi

The Certificate Programme in Data Science & Machine Learning fees is set at an amount of Rs. 1,25,000 payable in installments.
The payment is done with a booking fee amount followed by three installments.

Certificate Programme in Data Science & Machine Learning

Fee Details	Amount in Rs.
Total programme fee	Rs. 1,25,000
Booking Amount	Rs. 19,000
Installment 1	Rs. 43,000
Installment 2	Rs. 63,000

GST (currently @ 18%) will be charged extra on these components.

Eligibility Criteria

Work experience

There is no specific requirement but it is well developed for graduates who are early professionals as well as seasoned professionals in this Certificate Programme in Data Science & Machine Learning by Eruditus.

Education

The candidates need to have at least an accredited 10+2 high school level education with emphasis on mathematics in this Certificate Programme in Data Science & Machine Learning course.

Certification qualifying details

For Certificate Programme in Data Science & Machine Learning course, the candidates will need to have an attendance percentage of 70% and an evaluation assessment of 50%. If the candidate has a 50% in evaluation assessment but 90% in minimum attendance, a certificate of participation will be awarded.

What you will learn

Knowledge of AlgorithmsMachine learningPredictive Modeling knowledgeKnowledge of deep learning

The Certificate Programme in Data Science & Machine Learning course is planned for the following:

The candidates will be able to use predictive models in the form of neural networks and be able to use better time series data, forecasting models.
The candidate will be able to get well hands-on in terms of algorithms pertaining to machine learning, and statistical models which help to build applications of machine learning.
The candidates will be able to develop a much in depth understanding of many useful methods such as clustering, deep learning, decision trees and regression.
The candidates will learn to use optimisation formulations to reduce the errors and build well regulated accurate models.

Who it is for

AI DeveloperMachine Learning EngineerArtificial Intelligence Engineer

The Certificate Programme in Data Science & Machine Learning training is planned for the following

Early professionals who are aspiring to develop their careers in data science and machine learning.
IT professionals who have to learn cutting edge aspects of machine learning.
Consultants who wish to implement machine learning for client management.
Business managers at the senior level and head of businesses to develop a data-driven based approach to decision making.
Business owners and entrepreneurs who wish to implement the algorithms and methodologies to improve the growth of their businesses.

Admission Details

The certificate programme offers a very simple process of admission to get enrolled.

The steps in Certificate Programme in Data Science & Machine Learning course admission is:

Step 1: The candidate should visit the link below https://iitd.eruditus.com/certificate-programme-in-data-science-machine-learning/index.php

Step 2: Click on the “Apply Now” which will redirect you to the page to start the “Application Now”.

Step 3: The candidates need to start the application process using an email address.

Step 4: Enter the details required for the application and submit it.

Step 5: The selection is done by the admission committee of IIT Delhi and then forwarded for the payment

Step 6: In the Certificate Programme in Data Science & Machine Learning course, the candidate will need to make the booking amount or fee payment as a fee for the programme.

The Syllabus

Fundamentals of Mathematics - Linear Algebra/Probability
Fundamentals of Python

Measures and Descriptors of Data
Distributions
Estimation
Exploratory Data Analysis
Hypothesis Testing and Evaluation

Optimisation formulations
Gradient and search-based optimisation for machine learning
Linear, Quadratic, and Nonlinear Programming
Multi-objective and multi-criteria decision-making - evolutionary tools

Regression and Derivatives
Trees and Random Forests
Support Vector Machines
Clustering – Mixture Models, Hierarchical K-means Clustering
Dimensionality Reduction: PCA
Deep Feedforward Neural Nets
Convolutional Neural Nets
Time Series Data Models - ARX, ARMAX, ARIMA, ARIMAX models
Long Short-term Memory (LSTM) Networks

Data and Information Systems
Story Telling with Data
Designing Business Dashboards

Integrative Exercise
Project Presentations

Instructors

IIT Delhi Frequently Asked Questions (FAQ's)

1: What is the expected duration of the online Certificate Programme in Data Science & Machine Learning course?

The Certificate Programme in Data Science & Machine Learning course has facilities for peer-to-peer learning as well as professional networking for the candidates.

2: What topics are covered for the candidates enrolled in this Certificate Programme in Data Science & Machine Learning online classes?

The Certificate Programme in Data Science & Machine Learning syllabus has several keynote topics presented for the candidate such as Data Science, Statistics, Optimisation, Machine Learning, Deep Learning, and Data analysis.

3: Who are the most useful target audiences for this certification programme?

The Certificate Programme in Data Science & Machine Learning certification can benefit early professionals, IT professionals, business managers, consultants, and entrepreneurs, etc.

4: What are some of the business applications that can be used with this certification programme?

Certificate Programme in Data Science & Machine Learning certification course helps the candidate work on a wide range of applications such as healthcare, BFSI, eCommerce, transport, and heavy engineering.

5: What if the candidate fails to perform well in the evaluations required for the certification?

If the candidate only scores 50% in evaluations but manages to secure 90% in attendance, he or she will receive the certificate of participation from the programme committee.