Program

Seaborn – Use in AI

Seaborn, data visualization, statistical analysis, machine learning visualization, advanced plotting, interactive graphs, AI data presentation

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MODE
Online/ e-LMS
TYPE
Mentor Based
LEVEL
Advanced
DURATION
8 weeks

About

Seaborn – Use in AI is a structured course designed for M.Tech, M.Sc, and MCA students, as well as professionals in fields like IT and data science. It covers the use of Seaborn for creating sophisticated visualizations that are essential in exploring data, understanding complex patterns, and making decisions based on AI models.

Aim

This course aims to equip participants with advanced data visualization skills using Seaborn, enhancing their ability to analyze and present data effectively in AI applications.

Program Objectives

  • Skill Enhancement: Gain proficiency in using Seaborn for complex data visualizations.
  • Analytical Ability: Enhance analytical skills through effective data exploration and visualization.
  • Project Competence: Develop and manage visualization projects that are crucial in data-driven decision-making.

Program Structure

  1. Introduction to Seaborn and Data Visualization:
    • Fundamentals of data visualization with Python and Seaborn.
    • Installation and basic plotting techniques, including aesthetic customizations.
  2. Statistical Data Visualization Techniques:
    • Advanced distribution and categorical data plots.
    • Techniques for effective data presentation and visualization best practices.
  3. Advanced Data Visualization:
    • Multi-plot grids for complex data sets.
    • Regression plots for predictive analysis.
  4. Visualization in Machine Learning:
    • Using Seaborn for data preprocessing and model evaluation.
    • Visualization tools for improving machine learning model performance.
  5. Capstone Projects and Practical Applications:
    • Application of Seaborn in real-world projects from planning to execution.
    • Final project presentation with peer and instructor feedback.

Participant’s Eligibility

  • Advanced students and professionals in IT, Computer Science, and Data Science interested in enhancing their data visualization capabilities with Seaborn.

Program Outcomes

  • Expertise in Seaborn: Complete understanding of Seaborn’s capabilities in data visualization.
  • Real-World Application: Ability to apply visualization skills to real-world data problems.
  • Enhanced Decision-Making: Improved analytical and decision-making skills through effective data presentation.


Fee Structure

Standard Fee:           INR 49,998           USD 1,300

Discounted Fee:       INR 24999             USD 650

Batches

Spring
Summer

Autumn
Winter

Certificate

Program Assessment

Certification to this program will be based on the evaluation of following assignment (s)/ examinations:

Exam Weightage
Mid Term Assignments 20 %
Final Online Exam 30 %
Project Report Submission (Includes Mandatory Paper Publication) 50 %

To study the printed/online course material, submit and clear, the mid term assignments, project work/research study (in completion of project work/research study, a final report must be submitted) and the online examination, you are allotted a 1-month period. You will be awarded a certificate, only after successful completion/ and clearance of all the aforesaid assignment(s) and examinations.

Program Deliverables

  • Access to e-LMS
  • Real Time Project for Dissertation
  • Project Guidance
  • Paper Publication Opportunity
  • Self Assessment
  • Final Examination
  • e-Certification
  • e-Marksheet

Placement Assistance

  • Career Advancement: Enhancing career opportunities in data science and AI through practical skills in advanced data visualization.
  • Industry Partnerships: Collaboration with companies and organizations for real-world data projects.
  • Networking Opportunities: Building connections with industry leaders and peers in the field of data science.

Future Career Prospects

  • Data Analyst: Specializing in visual data exploration and analysis.
  • Machine Learning Engineer: Enhancing ML models with advanced visualization techniques.
  • Business Intelligence Developer: Crafting insightful visual reports and dashboards.

Enter the Hall of Fame!

Take your research to the next level!

Publication Opportunity
Potentially earn a place in our coveted Hall of Fame.

Centre of Excellence
Join the esteemed Centre of Excellence.

Networking and Learning
Network with industry leaders, access ongoing learning opportunities.

Hall of Fame
Get your groundbreaking work considered for publication in a prestigious Open Access Journal (worth ₹20,000/USD 1,000).

Achieve excellence and solidify your reputation among the elite!


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