Professional Certificate Programme in Data Science with Generative AI

BY
upGrad , IIIT Bangalore

Designed for working professionals aiming to enhance their skills in data science and generative AI

Mode

Online

Duration

6 Months

Fees

₹ 99000

Inclusive of GST

Quick Facts

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

Course overview

This Professional Certificate Programme in Data Science with Generative AI course is meticulously designed to equip professionals with the necessary skills to excel in the rapidly evolving fields of data science and generative AI. This Professional Certificate Programme in Data Science with Generative AI course curriculum is designed to provide a strong foundation in core areas such as programming, data analysis, machine learning and AI technologies. 

The duration of this Professional Certificate Programme in Data Science with Generative AI course is 6 months. The participants will engage in hands-on projects and case studies, ensuring practical exposure to real world challenges. By the end of this Professional Certificate Programme in Data Science with Generative AI course the participants will be well prepared to take on roles in data analysis, AI development and related fields.

The highlights

  • 6 months duration
  • Industry experts
  • Capstone projects
  • Case studies
  • Workshops and masterclass

Program offerings

  • 6 months duration
  • Workshops
  • Expert faculties
  • Certificate course
  • Case studies
  • Programming tools

Course and certificate fees

Fees information
₹ 99,000  (Inclusive of GST)

The fees for the Professional Certificate Programme in Data Science with Generative AI course is : 

Fees components

Amount

Course fees

Rs. 99,000

EMI

Rs. 4,847/month

certificate availability

Yes

certificate providing authority

IIIT Bangalore +1 more

Who it is for

The target audience for the Professional Certificate Programme in Data Science with Generative AI course includes:

Eligibility criteria

There is no prior coding experience required to enroll for this Professional Certificate Programme in Data Science with Generative AI course.

What you will learn

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

The participants will have a solid understanding of python programming and SQL, enabling them to handle data efficiently. The participants will be proficient in implementing machine learning algorithms and deep learning techniques to solve complex problems. This Professional Certificate Programme in Data Science with Generative AI course also delves into natural language processing, equipping participants with the skills to work with text data and build AI driven applications.

The syllabus

Module 1 : Foundations of Applied Data Science

  • Pandas loading/cleaning
  • Merges
  • KPI aggregations
  • Reusable pipelines
  • SQL joins/CTEs/windows
  • Query optimisation

Module 2 : Statistical Intelligence & Business Analytics

  • Probability and Statistics - The Building Blocks of Data Science
  • Linear Algebra and Calculus - The Building Blocks of Machine Learning
  • Python Programming for Data Science and Machine Learning
  • Data Analysis and Visualization for Insight Generation

Module 3 : Business Intelligence & Visual Storytelling

  • Visual theory (chart choice, colour/accessibility, Gestalt, mobile)
  • BI modelling
  • Calculated fields
  • Parameters/filters
  • Drill-through & RLS

Module 4 : Machine Learning

  • When ML vs rules
  • Feature engineering
  • Supervised/unsupervised
  • Business evaluation (cost of error, ROI)
  • Model cards

Module 5 : Generative AI

  • SQL/code generation
  • Automated EDA
  • Anomaly explanations
  • NL Q&A for dashboards
  • RAG over company knowledge
  • Workflow automation(orchestration)
  • Governance: validation, bias, privacy, cost control

Module 6 : Capstone

  • W21 charter/data
  • W22 analysis & model
  • W23 BI build + GenAI + user test
  • W24 exec presentation, adoption & monitoring plan

Admission details

To enrol for the Professional Certificate Programme in Data Science with Generative AI course, participants are required to follow these steps:

Step 1. Visit the official webpage of the Professional Certificate Programme in Data Science with Generative AI course: https://www.upgrad.com/data-science-and-generative-ai-certification-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

After the successful completion of this course, the participants will get a certificate which will help them in enhancing their professional credibility. Learning new and improved skills in data science and AI. This certification will increase job opportunities in various industries.

Instructors

Dr V. Sridhar

Dr V. Sridhar
Faculty
IIIT Bangalore

Mr Chandrashekar Ramanathan
Professor
IIIT Bangalore

Ph.D

FAQs

What is the duration of this Professional Certificate Programme in Data Science with Generative AI course?

The duration of this Professional Certificate Programme in Data Science with Generative AI course is 6 months.

Will I receive a certificate after completing this Professional Certificate Programme in Data Science with Generative AI course?

Yes, the participants will receive a certificate from IIIT-B.

Do I need to have prior coding experience?

No, there is no prior coding experience required.

What is the mode of learning?

This Professional Certificate Programme in Data Science with Generative AI course is delivered online.

By whom will this Professional Certificate Programme in Data Science with Generative AI course be delivered?

This Professional Certificate Programme in Data Science with Generative AI course is delivered by Dr. V. Sridhar and Dr. Chandrashekhar Ramanathan.

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