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Quick Facts

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

Course Overview

With the Data Science for All by PDPM IIITDM Jabalpur, learn all about data science. The training starts with focusing on the mathematical foundations of data sciences. Here, you explore vectors, matrices, matrix decomposition, vector spaces, singular value decomposition, probability basics, statistical measures, variance, density function, Markov Chains, and conditional probability.

The Data Science for All course syllabus also dives deep into data processing, covering concepts like dimensionality reduction and principal component analysis. The curriculum devotes a section to familiarise you with the fundamentals of machine learning. Here, you develop a good understanding of classification – decision trees, regression, Naïve Bayesian Classifier, handling large datasets: MapReduce, and clustering.

Besides, the Data Science for All certificate programme ensures that you master industry-relevant concepts, including deep learning, data wrangling, programming the normal Python, data visualisation, NumPy, Matplotlib, and Pandas. You even get to practice on ML topics such as Keras and TensorFlow, and Scikit.

Moreover, the Data Science for All training is being offered online through live web conferencing. The course presents 3 credits equivalent to 35-40 hours and comprises hands-on learning, theory lectures, assignments, activity-linked problems, case studies, quizzes, problem-solving sessions, and more.

The Highlights

PDPM IIITDM Jabalpur programme
Comprehensive curriculum
Hands-on training
No travelling allowance is available
Institute-provided boarding and lodging amenities
Expert faculty
Industry-relevant training curriculum
Live web conferencing
Theory lectures
Assignments
Case studies
Problem-solving sessions
Quizzes
Activity-linked problems

Programme Offerings

PDPM IIITDM Jabalpur programme
hands-on training
Comprehensive curriculum
Expert Faculty
Industry-relevant training curriculum
Theory lectures
Online Course
assignments
problem-solving sessions
Case Studies
quizzes
Activity-linked problems

Courses and Certificate Fees

Certificate Availability
no

The Data Science for All course fee for registration differs for academia like faculty, students, fresh graduates, and others.

Data Science for All fee structure

Fee Type	Fee
Data Science for All (Registration- faculty/students /unemployed fresh graduate)	Rs. 500
Data Science for All (Registration- for others)	Rs. 1,000

What you will learn

Machine learningData science knowledgeKnowledge of deep learning

As you complete the Data Science for All syllabus, you will learn about:

Vectors, matrices, matrix decomposition, vector spaces, singular value decomposition, Markov Chains, probability basics, variance, density function, statistical measures, and conditional probability
Data processing, dimensionality reduction and principal component analysis
Fundamentals of machine learning
Classification – decision trees, regression, Naïve Bayesian Classifier, handling large datasets: MapReduce, and clustering
Deep learning
Data wrangling, programming normal Python, data visualisation, NumPy, Matplotlib, and Pandas
Keras and TensorFlow and Scikit

Who it is for

Interested faculty, industry persons, engineering students, institutions and professionals from India and abroad can attend the Data Science for All programme. Faculty from non-engineering backgrounds and student participants can also join.

Admission Details

Step 1: https://www.iiitdmj.ac.in/ict.iiitdmj.ac.in/Joint-Online-Training-Programme-Spring-2021/data-science.html, this link will take you to the Data Science for All programme page.

Step 2: To start the admission process, click on the ‘Registration link’.

Step 3: If the PDPM IIITDM Jabalpur platform is still accepting responses for enrolment in the Spring 2021- Joint Online Training Programme, fill the form to proceed. If not, connect with the PDPM IIITDM Jabalpur authorities.

The Syllabus

Matrices
Vectors
Vector Spaces
Matrix Decomposition
Singular Value Decomposition
Statistical Measures
Probability basics
Density function
Variance
Conditional probability
Markov Chains

Dimensionality Reduction
Principal Component Analysis

Regression
Classification
- Decision Trees
- Naïve Bayesian Classifier
- Clustering
Handling Large Datasets:
- MapReduce

Data Wrangling
Data Visualization
Programming

Normal Python
NumPy
Pandas
Matplotlib

Practice on ML topics

Instructors

IIITDM Jabalpur Frequently Asked Questions (FAQ's)

1: Does the training focus on Python for Data Science?

Yes. The section Python for Data Science lets you explore NumPy, Normal Python, Matplotlib, and Pandas in detail.

2: Can I check out the Data Science for All certificate programme brochure?

Yes. Click on https://www.iiitdmj.ac.in/ict.iiitdmj.ac.in/Joint-Online-Training-Programme-Spring-2021/Brochure-Spring-Academies-OTPs-2021-V4-3-Feb-2021.pdf.

3: Can I get in touch with the principal coordinator of the course?

Yes. Connect with R B V Subramanyam from NIT Warangal via email: rbvs66@gmail.com or contact number: 9491346969.

4: How to register for the Data Science for All certification course?

Tap on https://forms.gle/SdArick3ThFkTdjW9 to proceed.