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
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
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)
The fee can be paid in three-part payments or through an education loan facility.
Sessions in PG Certification in Data Science & Machine Learning Online Course will be live to allow candidates to raise their doubts during the session.
Classes have been scheduled during weekends.
EMI facility is available only for residents in India.