IIT Roorkee - IIT Roorkee - Certificate Program in Data Science and Machine Learning offered by Imarticus Learning
- Private Institute
- Estd. 2012
IIT Roorkee - Certificate Program in Data Science and Machine Learning at Imarticus Learning Overview
IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
Boost your Data Science career by developing effective technical skills, functional expertise and strategic acumen
Duration | 5 months |
Total fee | ₹1.20 Lakh |
Mode of learning | Online |
Credential | Certificate |
IIT Roorkee - Certificate Program in Data Science and Machine Learning
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
- Faculty
- + 1 more item
IIT Roorkee - Certificate Program in Data Science and Machine Learning at Imarticus Learning Highlights
IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
- Earn a joint certificate from by IIT Roorkee and the Department of Science & Technology (DST)
- Curriculum is s designed in collaboration with iHUB DivyaSampark (TIH) @ IIT Roorkee
- 2-day campus immersion at iHUB Divyasampark to connect with IIT faculty and peers
- Startup mentorship and funding program to pitch startup idea and get funding support
- Get Career Services like Resume/Profile Building, Career Mentoring & Mock Interviews
- Recieve live training by IIT faculty and industry experts from IIT Roorkee, Guwahati, Ropar
- Expertise in tools like Python, SQL, NumPy, Tableau, Pandas, NLTK, Scikit learn, & Matplotlib
Read more
IIT Roorkee - Certificate Program in Data Science and Machine Learning at Imarticus Learning Course details
IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
Skills you will learn
Who should do this course?
- For early and mid-level professionals interested in gaining a relevant and cutting-edge perspective on data science and machine learning
- For professionals and leaders who aspire to lead data-driven disruptions in businesses across various domains
- For any tech-savvy individual who wants to learn data science and machine learning
What are the course deliverables?
- Foundational skills in data science and specialisation in machine learning with Python
- Understand the application of data science and machine learning in the industry
- Opportunity to build own business to share their ideas and receive funding support
More about this course
- The program has been designed by the accomplished IIT faculty and will teach students data mining, machine learning tools with Python and using data-driven insights to impact organizational growth
- This program will teach learners the fundamentals and aspects of data science and machine learning while equipping you with the proper knowledge to implement and apply these concepts to real-world problems
- Get an opportunity to work on real-world projects, and case studies that will give students an overview of the data science and machine learning fields and provide you with the necessary technical skills
- Students will learn data mining and machine learning tools with Python and how to use data-driven insights to positively impact organizational growth
- This program will enable learners to build a strong foundation in data science and specialize in machine learning with Python for data-driven decision-making
IIT Roorkee - Certificate Program in Data Science and Machine Learning at Imarticus Learning Curriculum
IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
Python Programming
Introduction to Python
Python Objects and List Comprehension
User-defined and Lamda Functions
Numpy
Pandas
Data Frame Manipulation
Data Visualization with Python
EDA
Statistics for Data Science
Introduction to Statistics
Probability Theory
Probability Distributions
Hypothesis Testing
Statistical Tests
Machine Learning with Python
Introduction to Machine Learning
Linear Regression
Optimisation
Logistic Regression
Decision Trees
Random Forest
PCA
K-Means Clustering
Time Series
Text Analytics
Neural Networks
SQL
Introduction to SQL
Aggregate Functions
Date Functions
Joins
Sub-Queries
Data Visualization with Tableau
Introduction to Tableau
Data Connection
Tableau Interface and Basic Chart Types
Working with Metadata
Visual Analytics
Mapping
Stories and Dashboarding
Data Science Case Study
IIT Roorkee - Certificate Program in Data Science and Machine Learning at Imarticus Learning Faculty details
IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
Dr R. Balasubramanian - Professor, IIT Roorkee
Dr Balasubramanian Raman is a Professor in the Department of Computer Science and Engineering at the Indian Institute of Technology Roorkee since December 2018. He is also a Joint Faculty in the Mehta Family School of Data Science and Artificial Intelligence at IIT Roorkee since June 2021. He is a Guest Professor/Visiting Researcher at the Institute for Document Analysis Knowledge Science (IDAKS), Osaka Prefecture University, Osaka, Japan from February 2020 to March 2023.
Dr Santosh Kumar Vipparthi
Dr Santosh Kumar Vipparthi is an Assistant Professor at the Mehta Family School of Data Science and Artificial Intelligence, Indian Institute of Technology, Guwahati (IIT Guwahati).
Dr Subrahmanyam Murala
Dr Subrahmanyam Murala received a B.E. degree in Electrical and Electronics Engineering from Andhra University, Andhra Pradesh, India, in 2007.
Kumar Sundaram - Industry Expert, IIT Ropar
Kumar is an Industry Expert who is fascinated by the research happening in the Data Science/ML space & enjoys solving problems.
IIT Roorkee - Certificate Program in Data Science and Machine Learning at Imarticus Learning Entry Requirements
IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
Eligibility criteria
- Education: Graduation
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IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
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IIT Roorkee - Certificate Program in Data Science and Machine Learning at Imarticus Learning Contact Information
IIT Roorkee - Certificate Program in Data Science and Machine Learning
at Imarticus Learning
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