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Top US University
Make extracting data driven insights your expertise with this PG programme in Data Science & ML from University of Maryland - Ranked amongst the Top 1% universities worldwide.
Type
PG Program
Duration
12 Months
Accreditation
MSCHE
U.S. Credits
37
University of Maryland
Course Snapshot
70%
Sessions by faculty
300+
Hiring partners
100+
Hours of live sessions
Over 70% of instruction done by University of Maryland Professors
10 + Programming Tools & Languages
20+ Industry Projects
10+ Assignments and 2 Capstone Projects
1:1 Career Mentorship Sessions
What does this course have to offer?
Python Programming Essentials
Designed for working professionals and early career aspirants
20+ Industry Projects
10+ Programming Tools & Languages
70+% Instruction by UMD Professors
Exclusive Job opportunities Portal
10+ Assignments and 2 Capstone Projects
Expert feedback on assignments & projects
Personalised Industry Session
No Cost EMI Option Available
Earn valuable credentials and recognition
On completion of this online course, you receive a prestigious certificate from University of Maryland's Robert H. Smith School of Business
University of Maryland
Earn an Executive Post Graduate Certificate in Data Science and Machine Learning from the globally recognized University of Maryland.
What our learners have achieved?
A quick summary of the placement support recieved by this program's alumni
What will you learn?
Top notch and up-to-date curriculum taught by renowned professors and industry experts using videos, case studies, hands-on projects and live sessions
Python Programming Essentials II - Functions and Data Structures
Python Libraries for Data Science - NumPy
Python Libraries for Data Science - Pandas
Python Assignment ( 2 Weeks)
Data Analysis using SQL
Practical Data Considerations: Data Cleaning and Preparation
Course Project: Python
Visualisation using Tableau
Data Storytelling
Visualisation and Storytelling Assignment
Inferential Statistics
Hypothesis Testing
Designing Business Experiments
Course Project: Statistics
Introduction to Classification: Logistic Regression
Classification: Performance Measures
Decision Tree Models
Model Selection & Practical Consideration around Modelling + KNN
Assignment
Unsupervised Learning: Clustering
Introduction to Deep Learning
Optimization of Neural Networks
Convolutional Neural Networks
RNN - I
RNN - II
NN Assignment
AI & Business Strategy
Ethics and Governance of AI
Deep Learning for NLP - I
Deep Learning for NLP - II
Assignment
Deep Learning Applications in Computer Vision
Time Series Modeling - I
Time Series Modeling - II
20+
Case Studies
37
U.S. Credits
100+
Hours of Learning
20+
Expert Sessions
Who will you learn from?
7
Instructors
Who've enrolled for this course?
Our program caters to professionals from diverse backgrounds, creating a vibrant classroom environment with enriching discussions and interactions.
How will upGrad support you?
Dedicated Student Support available
For urgent queries, use the Call Back option on the platform.
What Our Learners Have To Say
Invest In Your Success
Inclusions
How To Apply
The admissions process for Executive Post Graduate Program in Data Science & Machine Learning is very easy, and can be done completely online
Eligibility
Associate degree holders can pursue this program. Final year students are also eligible to apply
Learn by Doing
Gain industry exposure with relevant projects taught by leading faculty and industry leaders
9+
Projects
The New Learning Experience
Get access to capstone projects, dedicated career services and a reliable support team to help you throughout your learning journey.
The Program is an engaging yet rigorous 12 months online program designed specifically for managers and working professionals to develop practical knowledge and skills, establish a professional network, and accelerate their careers. The certification is awarded by the University of Maryland's Robert H. Smith School of Business.
Expect to understand formulation of data and machine learning problems, the actual algorithms that are used, and how data is presented to help take important business decisions. The curriculum consists of live sessions, expert coaching sessions and projects making you a skilled data science manager at par with leading industry standards.
Learners will not be able to derive the most out of the program unless they are committed and focused. It will be requiring at least 12-15 hours of time commitment per week, applying new concepts, and executing industry-relevant projects.
The curriculum will consist of the following courses:
Course 1: Pre-Program Preparatory Content
Course 2: Data Science toolkit
Course 3: Statistical Analysis & Visualization
Course 4: Machine Learning
Course 5: Advanced Machine Learning & Business Strategy
Course 6: Advanced Machine Learning II
Course 7: Capstone
The content will be a mix of interactive lectures from industry leaders as well as world-renowned faculty. Additionally, the program comprises live lectures or hangout sessions dedicated to solving your academic queries and reinforcing learning.
Get to know the course in depth by downloading the course brochure
Talk to our experts. We are available 7 days a week, 9 AM to 12 AM (midnight)
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Please note that upGrad facilitates program delivery and is not a college or university in itself. The credits and credentials for the programs featured here are awarded solely by the respective foreign universities. It is important to understand that these universities, while providing these programs, may have accreditation and recognition in their hom.