Program

Pandas – Use in AI

Pandas, data manipulation, AI integration, data analysis, machine learning preparation, data visualization, real-world AI applications, data preprocessing

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

About

Pandas – Use in AI is an extensive 6-week course designed for M.Tech, M.Sc, and MCA students, as well as professionals in IT, data science, and related fields. It focuses on mastering data handling, cleaning, manipulation, and visualization techniques using Pandas, integrated with practical AI model preparations.

Aim

This course aims to equip participants with the skills to effectively use Pandas for data manipulation, analysis, and preparation in artificial intelligence applications.

Program Objectives

  • Data Manipulation Mastery: Proficiency in using Pandas for complex data operations.
  • AI Integration Skills: Ability to integrate Pandas with AI and machine learning workflows.
  • Practical Problem Solving: Enhanced problem-solving skills using Pandas in diverse scenarios.

Program Structure

  1. Introduction to Pandas:
    • Essentials of Pandas and setting up the environment.
    • Understanding Series and DataFrame structures.
  2. Data Manipulation Techniques:
    • Comprehensive data importing/exporting, cleaning, and transformation.
  3. Advanced Data Analysis:
    • Techniques in grouping, aggregation, and time series analysis.
  4. Visualization with Pandas:
    • Basics of plotting with Pandas and creating interactive visualizations.
  5. Integrating Pandas with AI Models:
    • Data preprocessing for machine learning and feature engineering.
  6. Capstone Project and Real-World Application:
    • Applying Pandas in real-world AI projects, from planning to implementation.

Participant’s Eligibility

  • Students and professionals in M.Tech, M.Sc, and MCA, particularly those from IT and data science backgrounds.
  • Individuals looking to enhance their data handling capabilities for AI applications.

Program Outcomes

  • Advanced Data Skills: In-depth knowledge and hands-on experience with Pandas for data analysis.
  • AI Readiness: Preparedness to implement AI projects using advanced data techniques.
  • Innovative Solutions Development: Skills to develop innovative solutions using data insights gained through Pandas.


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

  • Industry Networking: Opportunities to connect with professionals using Pandas in various industries.
  • Career Development: Guidance on leveraging Pandas skills in AI and data science careers.
  • Partner Projects: Access to real-world data projects from partnering companies.

Future Career Prospects

  • Data Analyst: Specializing in data manipulation and analysis with Pandas.
  • Machine Learning Engineer: Integrating Pandas in machine learning pipelines.
  • AI Consultant: Advising businesses on implementing AI solutions using Pandas.

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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