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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

PG Certification in Data Science & Machine Learning by upTop is designed to train learners with key concepts of data science. It teaches them to examine various categories of analytical approaches for setting up different business situations and arriving at solutions and devising strategies for optimal decision making. Through this course, candidates will get introduced to Python while assessing and predicting risks, project feasibility, market preferences, and customer segmentation. They understand factors leading to the probability of purchase, inherent and underlying dimensions in consumer preferences, preferred segments in the financial and credit card industry, and ultimately probability of attrition in large organisations.

PG Certification in Data Science & Machine Learning Syllabus is enriched with relevant practical and conceptual insights in an executive education pattern. Candidates will get complete assistance from enrollment till examination.

The Highlights

Dual learning options - Campus + Online
Four months of course learning
Regular MDI Alumni Status
PG Certification from MDI M
Dual certification
SDS - Senior Data Scientist certificate
Sessions held on weekends

Programme Offerings

White papers PDFs
live sessions
Projects
Expert sessions
Weekly projects
Programme roadmap
recorded sessions
Study material
PPT
Case Studies
assessments
quizzes
Points
Rewards
EMI tracker
Guest lectures
LMS access
Peer to peer learning

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	MDI Murshidabad

PG Certification in Data Science & Machine Learning Fee information has been shared below-

The tuition fee amounts to Rs. 50,000 excluding GST
EMI and loans are available on the fee. EMI is available at Rs. 9500 per month
The application fee shall be charged additionally

Fee Details for PG Certification in Data Science & Machine Learning

Fee	Amount in Rupees
Course fee	Rs. 50,000 + GST

Eligibility Criteria

Certification qualifying details

The process for obtaining the online PG Certification in Data Science & Machine Learning requires learners to qualify for the evaluation process. Those who fail to qualify for the evaluation shall only be issued a participation certificate. The GRADE shall be mentioned, and an Alumni status of MDI M.

What you will learn

Machine learning

PG Certification in Data Science & Machine Learning Training extends ample learning opportunities to learners through the given conceptual insights-

It allows learners to understand the proper applicability of a technique to a given problem
They shall be introduced to fundamental Data Analytics and Data Science, wisdom hierarchy, DIKW hierarchy, knowledge hierarchy
The course deals with real-world data science problems in Python
Candidates shall know more about various techniques for analyzing real data
Candidates will be assisted in learning to build data science models in Python
They shall practise techniques to visualise the data and draw insights from the data
PG Certification in Data Science & Machine Learning Programme contains insights on R, Python, and Tableau concepts
The PG Certification in Data Science & Machine Learning syllabus also covers methods and processes for linear and non-linear regression

Who it is for

PG Certification in Data Science & Machine Learning Online Course will accentuate the professional prospects of the following individuals-

Aspirants seeking a career in Data Science and Analytics
Individuals looking for long-term career opportunities in AI and Machine Learning

Admission Details

PG Certification in Data Science & Machine Learning Training is accepting applications from interested candidates through the following process-

Step 1: Fill the online application form through the course link- https://www.uptop.in/pg-certification-in-data-science-machine-learning.

Step 2: Next, you will have to answer some questions.

Step 3: An upTop counsellor will get in touch with you to ensure eligibility.

Step 4: After screening and scholarship formalities, selected candidates will be enrolled.

Application Details

Candidates have to submit their complete information such as name, address, etc. for applying to this programme.

The Syllabus

Knowledge hierarchy
Fundamental data analytics & data science
Wisdom hierarchy
DIKW hierarchy

Quantitative and qualitative data
Physical data structure
Logical data structure
Data science – a symbolic representation

Data interpretation processing
Data encoding processing

Sensor data handling
Sensor data processing
Data pre-processing

Heterogeneity & distributed nature
Data transformation integration of different data sources
Data integration
Data cleaning
Data reduction

Analog to digital conversion
Data sensor – the right set of data

Sampling theorem
Time & frequency domain analysis

Edge analytics
Aliasing process
Data selection & cleaning

Probability distribution process
Data visualization & techniques
Data correlation & regression modelling
Extracting sense from data process

Tableau tool for data visualization
Machine learning (AI)

Linear regression

Non-linear regression
Algorithms – MLR
Logistics regression

Data classification

Decision trees
Quality of classification
ROC curve
ROC concepts
Boosted decision trees naïve bayes
ROC analysis

Evaluation process

Upon the completion of PG Certification in Data Science & Machine Learning Programme, candidates need to take the final evaluation and score the passing grade in the certifying examination.

MDI Murshidabad Frequently Asked Questions (FAQ's)

1: How can PG Certification in Data Science & Machine Learning Fee be payable through EMIs or loans?

The fee can be paid in three-part payments or through an education loan facility.

2: How can a candidate interact with his faculty for doubts?

Sessions in PG Certification in Data Science & Machine Learning Online Course will be live to allow candidates to raise their doubts during the session.

3: When will the sessions take place?

Classes have been scheduled during weekends.

4: Can international students avail EMI in online PG Certification in Data Science & Machine Learning Course?

EMI facility is available only for residents in India.