Python for Data & AI (Beginner): Pandas Basics and Data Cleaning

Learn Pandas fundamentals, clean messy data, and prepare datasets for analytics and AI—beginner-friendly and hands-on.

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... English
... Certificate Course
... 0 Students
... 14h 00m

Course Overview

About This Course

Data is the fuel for AI. In this course, you will learn Pandas from scratch and build practical skills for cleaning, reshaping, and preparing datasets.

What You Will Learn

  • Load and inspect data with Pandas
  • Handle missing values and duplicates
  • Filtering, grouping, and aggregation
  • Merge/join datasets
  • Export clean datasets for downstream AI/ML

Duration

6–9 hours (self-paced).

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Requirment

  • Basic Python knowledge (variables, loops, functions)

  • A computer with Python installed (or a notebook environment)

  • Willingness to practice with datasets

Outcomes

  • Use Pandas confidently for data analysis

  • Clean and prepare messy datasets

  • Combine datasets using joins/merges

  • Create AI-ready datasets for ML workflows

Instructor

...
Dr. Kay

1.8

  • ... 13 Students
  • ... 92 Courses
  • ... 2 Reviews

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    Students

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    Language

    English
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    Duration

    14h 00m
  • Level

    beginner
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    Expiry period

    Lifetime
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    Certificate

    yes
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