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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf Study, Virtual ClassroomVideo and Text Based

Course Overview

The Executive Programme in Advanced Programme in Data Science consists of six courses and 400+ hours of learning content to kick start your career as an Advanced Programme in Data Science. IIIT Bangalore has curated the 12-month programme for working professionals who want to establish a professional network, develop practical skills and knowledge, and accelerate their journey in data science careers.

Further, the Executive Programme in Advanced Programme in Data Science syllabus covers the Data toolkit, introduction to SQL and Python, Statistics and EDA, as well as Machine Learning. The programme ends with a capstone project. You will learn through a combination of learning tools that include interactive lectures from a world-renowned faculty, live lectures, hangout sessions to resolve your queries and more.

In addition, you will learn through real-life projects sponsored by top companies. You will also receive personalised, subjective feedback to facilitate improvement. Lastly, by completing all the courses in this programme, you can obtain the Advanced Programme in Data Science certificate from IIIT Bangalore and career assistance from Upgrad.

The Highlights

  • 12-months duration
  • Certificate from IIIT Bangalore
  • 12-15 hours every week
  • Online learning format
  • Career assistance
  • Student support
  • Industry expertise
  • IIIT B Alumni status
  • Case studies and industry projects
  • Job assistance available

Programme Offerings

  • Career Assistance
  • Interactive Sessions
  • Case Studies
  • Industry Projects
  • Coaching sessions
  • Live Learning
  • job assistance
  • No-cost EMI option

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesIIIT Bangalore
  • The Executive Programme in Data Science course fee is Rs. 2,60,000.
  • You can also opt for the no-cost EMI plan.
  • You must pay a fee of Rs. 25,000 to reserve your seat. 

Executive Programme in Advanced Programme in Data Science fee structure

Course

Fee

Programme price

Rs 2,60,000 (including taxes)

Reserve your seat

Rs. 25,000


Eligibility Criteria

You need to have a Bachelor’s degree or Diploma to enrol in the Advanced Programme in Data Science programme. However, final year undergraduate students can also apply. You don’t require prior coding experience.

You can earn an Advanced Programme in Data Science certificate by completing all the courses. Additionally, get hold of an Honours Certificate when you achieve 3+ CGPA in the programme.

What you will learn

Machine learningData science knowledgeKnowledge of Data VisualizationKnowledge of PythonStatistical skills

The Advanced Programme in Data Science course syllabus will help you learn about the following concepts:

  • Machine Learning
  • Data Visualisation
  • Predictive Analysis using Python
  • Data Analysis with SQL
  • Statistics and EDA

Who it is for

Executive Programme in Advanced Programme in Data Science is suitable for the following individuals:

  • Engineers
  • Technicians
  • Final year UG students and others who wish to learn

Admission Details

Step 1. Read the course details for the Advanced Programme in Data Science programme here- https://www.upgrad.com/data-science-associate-diploma-iiitb/.

Step 2. Start the application process by entering your mobile number.

Step 3. Submit the application and take the selection test. If shortlisted, you will receive an offer letter. 

Step 4. Block your seat to confirm admission and pay a fee of Rs. 25,000. 

The Syllabus

  • Analytics Problem Solving
  • Data Analysis in Excel

  • Advanced SQL I
  • Python for Data Science
  • IMDb Movie Case Study
  • Introduction to Python - I
  • Data Analysis using SQL
  • Visualisation in Python
  • Introduction to Python - II
  • Advanced SQL II
  • Programming in Python
  • SQL Assignment

  • Hypothesis Testing
  • Inferential Statistics
  • Exploratory Data Analysis
  • Uber Supply Demand Assignment
  • Credit EDA Case Study

  • Tree Models
  • Logistic Regression
  • Case Study: Lead Scoring
  • Introduction to Machine Learning & Linear Regression
  • Linear Regression Assignment - Bike Sharing Systems

  • Telecom Churn Case Study
  • Business Problem Solving
  • Unsupervised Learning: Clustering
  • Clustering Assignment
  • Model Selection & General ML Techniques

  • Data Storytelling
  • Visualisation using Tableau
  • Structured Problem Solving using Frameworks
  • Visualisation and Storytelling Case Study

  • Healthcare
  • Credit Card Fraud Detection
  • Stock Analysis & Portfolio Management
  • Screen reader support enabled
  • E-Commerce & Marketing
  • Supply Chain Optimisation

  • Python - OOP
  • Advanced Regression
  • Data Generalist Modules
  • Introduction to Neural Networks
  • Introduction to Big Data
  • Deep Learning Modules
  • Natural Language Processing Modules
  • Data Engineering Modules

Instructors

IIIT Bangalore Frequently Asked Questions (FAQ's)

1: Does the course include any capstone projects?

Yes, after finishing the first 5 courses, you will have to work on a capstone project.

2: Which profiles can I apply for after completing this Advanced Programme in Data Science?

You can apply to positions such as Data AnalystBusiness Analyst, and Data Scientist after this course.

3: Will the syllabus include any preparatory content?

Yes, the Advanced Programme in Data Science syllabus begins with pre-program preparatory content that covers some basic topics.

4: Can students who are in their final year of UG courses apply for this Advanced Programme in Data Science certification course?

Yes, final-year UG students are eligible to apply.

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