Executive Post Graduate Certificate Programme in Data Science & AI

BY
upGrad , IIIT Bangalore

The participants will learn essential topics such as python programming, SQL, machine learning, deep learning, and natural language processing.

Mode

Online

Duration

6 Months

Fees

₹ 180000

Quick Facts

particular details
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based

Course overview

The Executive Post Graduate Certificate Programme in Data Science & AI is designed to cater to the needs of professionals aiming to advance their careers in data science and artificial intelligence. The Executive Post Graduate Certificate Programme in Data Science & AI course curriculum is designed to provide a deep understanding of core concepts and practical skills, ensuring that participants are well-prepared to tackle complex challenges in the industry. This Executive Post Graduate Certificate Programme in Data Science & AI course covers a wide array of topics, including Python programming, SQL, Machine Learning, Deep Learning, NLP, and Big Data, ensuring that learners acquire a comprehensive skill set.

The highlights

  • 6 months duration
  • Industry experts
  • Case studies
  • Capstone projects
  • Flexible online learning for working professionals

Program offerings

  • 6 months duration
  • Capstone projects
  • Expert faculties
  • Certificate course
  • Case studies.

Course and certificate fees

Fees information
₹ 180,000

The fees for the Executive Post Graduate Certificate Programme in Data Science & AI course is : 

Fees components

Amount

Course fees

Rs. 1,80,000

EMI

Rs. 5,977/month

certificate availability

Yes

certificate providing authority

IIIT Bangalore +1 more

Who it is for

The target audience for the Executive Post Graduate Certificate Programme in Data Science & AI course includes:

Eligibility criteria

The participants must have a bachelor's or Master’s degree with a minimum of 50% marks or equivalent is required to enroll for this course.

What you will learn

Knowledge of python Sql knowledge Machine learning Knowledge of deep learning Natural language processing Knowledge of big data

The participants will have a solid foundation in data science and AI, enabling them to analyse complex data sets, build predictive models and derive actionable insights. The hands-on projects and case studies will equip students with the practical skills necessary to apply their knowledge in real-world scenarios.

The syllabus

Course 1 : Advanced Math & Programming

  • Conditional Probability and Probability Distributions
  • Advanced Linear Algebra and Linear Transformations
  • Multivariate Calculus
  • GenAI for Coding and Problem-Solving
  • Object-Oriented Programming
  • Python Data Science Libraries
  • Database Design and SQL Querying
  • Introduction to NoSQL Databases
  • Version Control

Course 2 : Data Analysis & Exploration

  • Data Analysis with Python
  • Exploratory Data Analysis
  • Inferential Statistics and Hypothesis Testing

Course 3 : Cloud Computing & Big Data

  • Cloud Computing with AWS / GCP / Microsoft Azure
  • Big Data Analysis with PySpark

Course 4 : Foundations of ML

  • Machine Learning Paradigms
  • Linear and Logistic Regression

Course 5 : Deep Learning & NLP

  • Deep Learning Fundamentals
  • Convolutional and Recurrent Neural Networks

Admission details

To enrol for the Executive Post Graduate Certificate Programme in Data Science & AI course, participants are required to follow these steps:

Step 1. Visit the official webpage of the Executive Post Graduate Certificate Programme in Data Science & AI course: https://www.upgrad.com/data-science-pgc-iiitb/

Step 2. Scroll down to find the pricing plans. Click on ‘Apply Now’ next to your preferred pricing plan.

Step 3. Fill out the application form.

Step 4. Attempt the scholarship test.

Step 5. Make the fee payment to reserve your seat.

How it helps

Earning this certification will give several advantages to the participants like career advancement, Industry Recognition, Skill Enhancement and very important networking opportunities.

Instructors

Ms Tricha Anjali
Associate Dean
IIIT Bangalore

M.E /M.Tech., Ph.D

Mr G. Srinivasaraghavan

Mr G. Srinivasaraghavan
Professor
IIIT Bangalore

Ph.D

FAQs

What is the duration of the Executive Post Graduate Certificate Programme in Data Science & AI course?

The duration of this Executive Post Graduate Certificate Programme in Data Science & AI course is 6 months.

Do I need prior knowledge of programming to enroll?

No, there is no need of having prior knowledge of programming.

What certifications will I receive upon completion?

Upon successful completion, the participants will receive certifications from IIITB.

By whom will this be taught?

This Executive Post Graduate Certificate Programme in Data Science & AI course will be taught by Tricha Anjali, Debabrata Das, Chandrashekhar Ramanathan and G. Srinivasaraghavan.

What is the mode of learning?

This Executive Post Graduate Certificate Programme in Data Science & AI course is delivered online, allowing participants to learn at your own pace.

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