Online/ e-LMS
Mentor Based
Advanced
8 weeks
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
- Introduction to Matplotlib:
- Basics of data visualization and setting up Matplotlib.
- Fundamental plotting techniques and customization options.
- Advanced Plotting Techniques:
- Variety of plot types like line plots, scatter plots, bar charts, and histograms.
- Data visualization best practices and aesthetic enhancements.
- Matplotlib in Machine Learning:
- Visualization strategies for exploratory data analysis and machine learning data.
- Techniques for comparing model performance and visualizing model tuning.
- Interactive Plots and Real-time Data:
- Creating interactive and dynamic visualizations.
- Handling and visualizing real-time data streams.
- Project and Capstone:
- Planning and executing visualization projects.
- Developing a comprehensive AI visualization project as a capstone.
Participant’s Eligibility
- Introduction to Matplotlib:
- Basics of data visualization and setting up Matplotlib.
- Fundamental plotting techniques and customization options.
- Advanced Plotting Techniques:
- Variety of plot types like line plots, scatter plots, bar charts, and histograms.
- Data visualization best practices and aesthetic enhancements.
- Matplotlib in Machine Learning:
- Visualization strategies for exploratory data analysis and machine learning data.
- Techniques for comparing model performance and visualizing model tuning.
- Interactive Plots and Real-time Data:
- Creating interactive and dynamic visualizations.
- Handling and visualizing real-time data streams.
- 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 31,998 USD 858
Discounted Fee: INR 15999 USD 429
We are excited to announce that we now accept payments in over 20 global currencies, in addition to USD. Check out our list to see if your preferred currency is supported. Enjoy the convenience and flexibility of paying in your local currency!
List of CurrenciesBatches
Live
Certificate
Program Assessment
Certification to this program will be based on the evaluation of following assignment (s)/ examinations:
| Exam | Weightage |
|---|---|
| Mid Term Assignments | 50 % |
| 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.
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Recent Feedbacks In Other Workshops
The course was well communicated and interactive
lecture delivered well but the title of workshop was a little misleading
