Executive Post Graduate Certificate Programme in Data Science & AI

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Kick-start your journey in Data Science with Executive Post Graduate Certificate Program from IIITB through Hands on Industry Projects from IIIT Bangalore and upGrad.

Program Highlights:

Executive Post Graduate Certificate Programme from IIITB - Differentiate yourself from your peers by earning the industry recognised Advanced Certificate Programme from IIIT Bangalore.
For the Industry, by the Industry - Learn and apply concepts on industry projects along with personalised industry mentorship.
Personalised Mentorship - Get unparalleled personalised mentorship and doubt resolution from IIITB faculty and our panel of industry experts.
Dedicated Student Success Mentor - Get a dedicated student mentor with proactive support every step of the way to ensure a seamless learning experience.
360 Degree Career Assistance - Receive 360 degree career support from access to upGrad’s job opportunities portal, 1:1 profile reviews, career mentorship from industry experts and much more.
Unparalleled Learning Experience - Learn the concepts from experienced IIITB faculty & understand the applications from Industry experts to get a blend of theoretical knowledge and practical-hands on experience.

Please feel free to send an email to admissions-acpds@iiitb.ac.in for any queries and clarifications.

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The program curriculum has been designed to give an in-depth understanding of Data Science and Machine Learning. The curriculum, meticulously designed with inputs from the industry, will equip participants with knowledge of statistics, data analysis and machine learning. The key areas of focus will be:

Pre-Program Preparatory Content

Data Analysis in Excel
Analytics Problem Solving

Course 1 - Data Toolkit

Introduction to Python
Programming in Python
Python for Data Science
Visualisation in Python
IMDb Movie Assignment
Exploratory Data Analysis
Inferential Statistics
Hypothesis Testing
Data Analysis using SQL
Credit EDA Case Study

Course 2 - Machine Learning

Introduction to Machine Learning and Linear Regression
Linear Regression Assignment - Bike Sharing Systems
Logistic Regression
Unsupervised learning: Clustering
Business Problem Solving
Clustering Assignment
Case Study: Lead Scoring

Course 3

Data Science Generalist - Advanced Machine Learning And Storytelling
Natural Language Processing / Deep Learning - Machine Learning - II
Business Intelligence - Sql And Nosql Databases
Business Analytics - Advanced Machine Learning
Data Engineering - Data Engineering - I

Industry Projects:

IMDb Movie Analysis

Uber Supply-Demand Gap

Lead Scoring

Fraud Detection

Creditworthiness of customers

Speech Recognition

Image Captioning

Gesture Recognition

Social Media Listening

Telecom Churn

Interactive Market Campaign Analysis

Retail Giant Sales Forecasting

Question	Answer
What is the Executive Post Graduate Certificate Programme in Data Science & AI?	The program is an engaging, yet rigorous, 8-8.5-month online program designed specifically for working professionals to develop practical knowledge and skills, and accelerate entry into a Data Science careers. The certification is awarded by IIIT Bangalore.
What should I expect from the Executive Post Graduate Certificate Programme in Data Science & AI?	Expect to carry out several industry-relevant projects simulated as per the actual workplace, strengthening your knowledge of the fundamental concepts of Data Science..
Which topics are going to be covered as part of the program?	The program is designed for professionals with limited data analytics experience to help them build their understanding from the basics to an advanced level. The program covers tools such as Python, MySQL and Excel, as well as important Data Science concepts such as statistics and exploratory data analytics, regression, clustering, tree models, model selection and principal component analysis.
What type of learning experience should I expect?	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 reinforce learning.
Is any certification granted at the end of the program?	Post completion of the program, an Executive Post Graduate Certificate Programme in Data Science & AI would be awarded by IIIT Bangalore..
What is the time commitment expected for the program?	At least 12 - 15 hours per week of time commitment is expected to be able to complete the program.
What is the program fee for the Executive Post Graduate Certificate Programme in Data Science & AI?	The program is priced at ₹1,80,000 inclusive of taxes.
What is the selection process for this program?	IIIT-B, world-renowned faculty, and many industry leaders have committed a lot of time in conceptualising and creating this program to make sure that the candidates can receive the best possible learning experience. Hence, we want to make sure that the participants of this program also show a very high level of commitment and passion for Data Science. The applicants will have to complete their Application Form with the correct details. If the applicant meets the minimum eligibility criteria, their application will be reviewed by the IIIT Bangalore and upGrad's Admission committee and they will be shortlisted for the program

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