Get updates on Eligibility, Admission, Placements Fees Structure
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
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)
Yes. The section Python for Data Science lets you explore NumPy, Normal Python, Matplotlib, and Pandas in detail.
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.
Yes. Connect with R B V Subramanyam from NIT Warangal via email: rbvs66@gmail.com or contact number: 9491346969.
Tap on https://forms.gle/SdArick3ThFkTdjW9 to proceed.