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

Introduction to Pandas:
- Essentials of Pandas and setting up the environment.
- Understanding Series and DataFrame structures.
Data Manipulation Techniques:
- Comprehensive data importing/exporting, cleaning, and transformation.
Advanced Data Analysis:
- Techniques in grouping, aggregation, and time series analysis.
Visualization with Pandas:
- Basics of plotting with Pandas and creating interactive visualizations.
Integrating Pandas with AI Models:
- Data preprocessing for machine learning and feature engineering.
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 ~~25,000~~ USD ~~658~~

Discounted Fee: INR 12500 USD 329

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!

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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

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.