Program

Matplotlib – Use in AI

Matplotlib, data visualization, AI analytics, interactive plots, real-time data visualization, machine learning model visualization, advanced plotting techniques

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

About

Matplotlib – Use in AI is a structured 5-module course designed to guide participants through the basics to advanced data visualization techniques using Matplotlib. This course is ideal for students and professionals in AI, data science, and analytics, providing them with the skills to present data insights visually.

Aim

This course aims to teach participants how to use Matplotlib effectively to create compelling visualizations that enhance the interpretability of AI models and data analysis.

Program Objectives

  • Proficient in Data Visualization: Mastery of Matplotlib to visualize complex datasets and AI model outputs.
  • Enhanced Analytical Skills: Ability to choose and implement the appropriate visualization techniques for varied data scenarios.
  • Project Execution: Skills to manage and execute data visualization projects from concept to completion.

Program Structure

  1. Introduction to Matplotlib:
    • Basics of data visualization and setting up Matplotlib.
    • Fundamental plotting techniques and customization options.
  2. Advanced Plotting Techniques:
    • Variety of plot types like line plots, scatter plots, bar charts, and histograms.
    • Data visualization best practices and aesthetic enhancements.
  3. Matplotlib in Machine Learning:
    • Visualization strategies for exploratory data analysis and machine learning data.
    • Techniques for comparing model performance and visualizing model tuning.
  4. Interactive Plots and Real-time Data:
    • Creating interactive and dynamic visualizations.
    • Handling and visualizing real-time data streams.
  5. Project and Capstone:
    • Planning and executing visualization projects.
    • Developing a comprehensive AI visualization project as a capstone.

Participant’s Eligibility

  1. Introduction to Matplotlib:
    • Basics of data visualization and setting up Matplotlib.
    • Fundamental plotting techniques and customization options.
  2. Advanced Plotting Techniques:
    • Variety of plot types like line plots, scatter plots, bar charts, and histograms.
    • Data visualization best practices and aesthetic enhancements.
  3. Matplotlib in Machine Learning:
    • Visualization strategies for exploratory data analysis and machine learning data.
    • Techniques for comparing model performance and visualizing model tuning.
  4. Interactive Plots and Real-time Data:
    • Creating interactive and dynamic visualizations.
    • Handling and visualizing real-time data streams.
  5. Project and Capstone:
    • Planning and executing visualization projects.
    • Developing a comprehensive AI visualization project as a capstone.

Program Outcomes

  • Expertise in Matplotlib: Comprehensive understanding and hands-on experience with Matplotlib.
  • AI Model Visualization: Skills to visually interpret and present AI and machine learning models.
  • Industry Ready: Equipped to handle advanced data visualization challenges in any sector.


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 Development: Guidance on leveraging visualization skills in AI and data science careers.
  • Industry Partnerships: Access to projects and datasets from industry partners for real-world application.
  • Networking Opportunities: Connections with professionals and experts in data visualization and AI.

Future Career Prospects

  • Data Visualization Specialist: Roles focusing on creating visual data insights.
  • AI and ML Researcher: Leveraging visualization for insightful AI research.
  • Business Intelligence Analyst: Utilizing Matplotlib to craft 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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