Simplify Excel Data with Python & ChatGPT

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John Bura,Mammoth Interactive

1:26:15

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1 - Handle missing data with Python and ChatGPT

1 - 01 Algorithms to handle missing data.mp4

05:13

1 - Source-3.zip

2 - 02 Generate Excel data with missing data in Python and ChatGPT.mp4

03:22

3 - 03 Fill in missing Excel data with Python imputation and ChatGPT.mp4

03:50

4 - 04 Delete missing Excel data with Python and ChatGPT.mp4

05:03

5 - 05 Fill in missing data with KNN imputation.mp4

05:24

2 - Categorical data manipulation with Python and ChatGPT

6 - 01 What is data encoding.mp4

05:36

6 - Source-4.zip

7 - 02 Perform Excel data encoding with Python and ChatGPT.mp4

07:18

8 - 03 Choose data encoding technique.mp4

03:01

3 - Statistics for data science with Python and ChatGPT

9 - 01 What is statistics for data science.mp4

03:31

9 - Source-5.zip

10 - 02 Levels of data measurement.mp4

03:58

11 - 03 Generate different types of data with ChatGPT.mp4

10:01

4 - How to measure data

12 - 01 Measures of Central Tendency in data.mp4

05:00

12 - Source-6.zip

13 - 02 Measures of Variability in data.mp4

04:09

14 - 03 What is Skewness in Data Science.mp4

03:38

15 - 04 Generate skewed datasets with ChatGPT.mp4

07:44

16 - 05 What are covariance and correlation data measurements.mp4

02:37

17 - 06 Measure covariance and correlation of dataset with ChatGPT.mp4

06:50

18 - Bonus Lecture.html

Description

Simplified Data Manipulation: Excel, Python, and ChatGPT

What You'll Learn?

Handle Missing Data: Learn to manage missing data effectively using Python and ChatGPT
Categorical Data Manipulation: Explore strategies for handling categorical data with Python and ChatGPT
Statistics for Data Science: Develop proficiency in fundamental statistical concepts using Python and ChatGPT
Data Measurement: Gain insights into measuring data quality and significance for effective analysis

Who is this for?

Absolute Beginners

What You Need to Know?

Beginner experience with ChatGPT

Access to a ChatGPT account on web or app

Internet connection

No Installation required

More details

Description
In the realm of data manipulation, efficiency and precision reign supreme. "Simplify Excel Data with Python & ChatGPT" is your gateway to mastering streamlined data operations with state-of-the-art tools and methodologies.

Throughout this course, you'll embark on a transformative learning journey, exploring a myriad of essential concepts and techniques without the need for a list:

Begin by uncovering strategies to handle missing data with Python and ChatGPT. Learn to adeptly manage missing values within Excel, ensuring data integrity and accuracy throughout your analyses.

Next, dive into the realm of categorical data manipulation with Python and ChatGPT. Discover innovative approaches to encoding categorical variables, executing data transformations, and optimizing processing workflows for seamless integration.

Delve deeper into statistical analysis tailored for data science applications, leveraging the dynamic duo of Python and ChatGPT. Master fundamental statistical concepts such as descriptive statistics, hypothesis testing, and correlation analysis, empowering you to extract meaningful insights from your datasets.

Lastly, gain proficiency in measuring data quality, consistency, and significance. Equip yourself with a comprehensive understanding of various metrics and measures, enabling you to select the most appropriate metrics based on data characteristics and analytical objectives, thus ensuring robust analysis and interpretation.

By the course's conclusion, you'll emerge equipped with the expertise to streamline Excel data manipulation tasks, elevate data quality and precision, and drive informed decision-making processes with unparalleled efficiency using Python and ChatGPT.
Who this course is for:
Absolute Beginners

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John Bura is has been a successful Udemy instructor since 2011. John Bura has been programming games since 1997 and teaching since 2002. John is the owner of the game development studio Mammoth Interactive. This company produces XBOX 360, iPhone, iPad, android, HTML 5, ad-games and more. Mammoth Interactive recently sold a game to Nickelodeon! John has been contracted by many different companies to provide game design, audio, programming, level design and project management. To this day John has 40 commercial games that he has contributed to. Several of the games he has produced have risen to the top 10 in the Apple's app store. In his spare time John likes to play ultimate Frisbee, cycle and work out.

Mammoth Interactive

Instructor's Courses

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.Over 11 years, Mammoth Interactive has built a global student community with 1.1 million courses sold. Mammoth Interactive has released over 250 courses and 2,500 hours of video content.Founder and CEO John Bura has been programming since 1997 and teaching since 2002. John has created top-selling applications for iOS, Xbox and more. John also runs SaaS company Devonian Apps, building efficiency-minded software for technology workers like you."I absolutely love this course. This is such a comprehensive course that was well worth the money I spent and a lot more. Will definitely be looking at more Mammoth Interactive courses when I finish this." – Student Matt W."Very good at explaining the basics then building to more complex features." – Student Kevin L.Try a course today.

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.