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Mammoth Club All levels 4 sections 21 lectures

Automate Data Manipulation in Excel with AI and Python

Automate Excel Data Manipulation with Python and ChatGPT

01
Skill level
All levels
02
Sections
4
03
Lectures
21
04
Instructor
John Bura
What's inside

This course includes.

4
Sections
21
Lectures
21
Resources
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

4 sections · 21 lectures
+ Handle missing data with Python and ChatGPT 6 lectures
01 Algorithms To Handle Missing Data Locked
02 Generate Excel Data With Missing Data In Python And ChatGPT Locked
03 Fill In Missing Excel Data With Python Imputation And ChatGPT Locked
04 Delete Missing Excel Data With Python And ChatGPT Locked
05 Fill In Missing Data With KNN Imputation Locked
01 Source Locked
+ Categorical data manipulation with Python and ChatGPT 4 lectures
01 What Is Data Encoding Locked
02 Perform Excel Data Encoding With Python And ChatGPT Locked
03 Choose Data Encoding Technique Locked
Source Locked
+ Statistics for data science with Python and ChatGPT 4 lectures
01 What Is Statistics For Data Science Locked
02 Levels Of Data Measurement Locked
03 Generate Different Types Of Data With ChatGPT Locked
Source Locked
+ How to measure data 7 lectures
01 Measures Of Central Tendency In Data Locked
02 Measures Of Variability In Data Locked
03 What Is Skewness In Data Science Locked
04 Generate Skewed Datasets With ChatGPT Locked
05 What Are Covariance And Correlation Data Measurements Locked
06 Measure Covariance And Correlation Of Dataset With ChatGPT Locked
04 Source Locked
Description

About this course.

Unlock the full potential of data manipulation in Excel by enrolling in our course, "Automate Excel Data Manipulation with Python and ChatGPT." This advanced program is designed to empower professionals and data enthusiasts with the skills to seamlessly integrate Python and ChatGPT into Excel workflows, streamlining data manipulation tasks for enhanced efficiency and insights.


**Module 1: Handle Missing Data with Python and ChatGPT**

- Master techniques to identify and handle missing data in Excel using Python.

- Leverage the natural language processing capabilities of ChatGPT for intelligent imputation strategies and data completion.


**Module 2: Categorical Data Manipulation with Python and ChatGPT**

- Explore advanced methods for handling categorical data in Excel through Python.

- Harness ChatGPT to automate the transformation of categorical variables, encoding, and handling outliers.


**Module 3: Statistics for Data Science with Python and ChatGPT**

- Dive into fundamental statistical concepts for data science applications in Excel.

- Use Python and ChatGPT to automate descriptive statistics, hypothesis testing, and advanced analytics within the Excel environment.


**Module 4: How to Measure Data**

- Learn essential metrics and techniques to measure and evaluate data accuracy and reliability.

- Automate the calculation of key data metrics using Python and integrate ChatGPT for natural language insights into your measurement strategies.


Throughout the course, participants will engage in hands-on exercises and real-world scenarios, gaining practical experience in automating data manipulation tasks in Excel. Whether you're a business professional, data analyst, or aspiring data scientist, this course equips you with the tools to optimize your workflow and extract meaningful insights from your Excel datasets.


Enroll now to elevate your data manipulation skills, automate Excel processes with Python, and leverage ChatGPT for intelligent and efficient data handling. Transform your data analysis capabilities and stay ahead in the rapidly evolving landscape of data science and business analytics.

Instructors

Taught by people who ship.

John Bura

John Bura

Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.

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Automate Excel Data Manipulation with Python and ChatGPT

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