• Introduction to Python
• Python Objects & List Comprehension
• User-defined and Lamda Functions
• Numpy
• Pandas
• Data Frame Manipulation
• Data Visualisation with Python
• EDA

• Introduction to Statistics
• Probability Theory
• Probability Distributions
• Hypothesis Testing
• Statistical Tests

• Introduction to Machine Learning
• Linear Regression
• Optimization
• Logistic Regression
• Decision Trees
• Random Forest
• PCA
• K-Means Clustering
• Time Series
• Text Analytics
• Neural Networks

• Introduction to SQL
• Aggregate Functions
• Date Functions
• Joins
• Sub-Queries

• Introduction to Tableau
• Data Connection
• Tableau Interface and Basic Chart Types
• Working with Metadata
• Visual Analytics
• Mapping
• Stories and Dashboarding
• Data Science Case Study

• Resume/Profile Building
• Mock Interviews
• Capstone Project

This program is built for:
1. Early and mid-level professionals interested in gaining a relevant and cutting-edge perspective on data science and machine learning for better career prospects or meeting organizational goals
2. Professionals and leaders who aspire to lead data-driven disruptions in businesses across various domains like retail, healthcare, supply chain, etc.
3. Any tech-savvy individual who wants to learn data science and machine learning

The course covers Python programming from scratch so it doesn’t expect programming expertise. However, basic programming knowledge will help you pick up the concepts faster. If you do not have programming exposure at all, you will have to put extra effort into learning programming concepts.

You will learn through live online sessions with faculty from IIT and other premier institutes. The industry experts will help you learn practical applications of data science concepts to real-world problems. There will be more than 10 exercises and projects. During the online sessions, you will get an opportunity to discuss with peers from different professional backgrounds and experiences. Your doubts will be resolved in live sessions to help you learn. There will be assessments to help you identify gaps and improve on them.

Every live session will be recorded and the recordings will be available for your reference on the learning platform. If you missed a class, you can go through the recorded session and cover the topics. Though, we recommend not missing any class for effective learning.

It is recommended that you attend each live training session. However, you need to attend at least 80% of the live sessions to be eligible for certification. What is the admission process?

Once you have submitted your interest in the program, our advisor will connect with you and help you understand the program better. The advisor will take your academic and professional details. Your profile will be reviewed and you will receive an admission offer if your profile meets all the criteria.

This program helps learners become ready for data-driven decision making roles. The learners can look forward to job roles like data analyst, business analyst, data scientist, team lead, manager, etc. We will help you prepare for such jobs through our career services. It includes resume and LinkedIn profile building and interview preparation sessions. The industry experts will guide you on how to prepare for job interviews and conduct mock interviews.

After completing the course, you will get an opportunity to participate in a 2-day campus immersion program at iHUB Divyasampark @IIT Roorkee (Greater Noida campus). It is a great platform to connect with the IIT faculty and your peers. You can also visit the iHUB startup incubation centre to pitch your startup idea in Healthcare, Industry 4.0 and Sustainable smart cities. Terms and conditions apply.

You will be able to book your seat by paying the registration fee of INR 10,000. For the rest of the program fee you will get three options:
1. One-time full payment
2. EMI loan payment
3. Imarticus instalment payment
Check “View Plans” for details on the payment options and structures.