Data Distribution Visualization with ChatGPT and Python

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John Bura,Mammoth Interactive

57:19

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1. Probability distribution functions in data science

1.1 Source.zip

1. 01 What are probability distribution functions in data science.mp4

04:38

2. 02 Calculate probability distribution functions of a dataset with ChatGPT.mp4

05:22

2. Normal Probability Distribution with Python and ChatGPT

1.1 Source (1).zip

1. 01 What is Normal Probability Distribution.mp4

04:14

2. 02 Calculate PDF of normal distribution dataset.mp4

05:34

3. 03 What is the Central Limit Theorem.mp4

02:45

3. Binomial Probability Distribution with Python and ChatGPT

1.1 Source (2).zip

1. 01 What is Binomial Probability Distribution.mp4

02:52

2. 02 Calculate PDF of binomial distribution dataset.mp4

10:50

4. Poisson Probability Distribution with Python and ChatGPT

1.1 Poisson Probability Distribution.zip

1. 01 What is Poisson Probability Distribution.mp4

02:42

2. 02 Visualize Poisson Distribution with ChatGPT and Python.mp4

02:31

5. Uniform Probability Distribution with Python and ChatGPT

1.1 Uniform Probability Distribution.zip

1. 01 What is Uniform Probability Distribution.mp4

02:36

2. 02 Visualize Uniform Distribution with ChatGPT and Python.mp4

03:55

6. Bernoulli Probability Distribution with Python and ChatGPT

1.1 Bernoulli Probability Distribution.zip

1. 01 What is Bernoulli Probability Distribution.mp4

02:37

2. 02 Visualize Bernoulli Distribution with ChatGPT and Python.mp4

06:43

3. Bonus Lecture.html

Description

Visualizing Data Distributions: A Practical Guide with ChatGPT and Python

What You'll Learn?

Understand the concept of probability distribution functions in data science
Learn to implement Normal Probability Distribution using Python and ChatGPT for data visualization
Explore the Binomial Probability Distribution and its applications with Python and ChatGPT
Gain proficiency in utilizing Python and ChatGPT to analyze data with the Poisson Probability Distribution
Master the visualization techniques for Uniform Probability Distribution using Python and ChatGPT
Implement the Bernoulli Probability Distribution for data analysis and visualization with Python and ChatGPT.

Who is this for?

Absolute Beginners

What You Need to Know?

No Installation required

Internet connection

Access to a ChatGPT account on web or app

Beginner experience with ChatGPT

More details

Description
"Mastering Data Distribution Visualization with ChatGPT and Python" is an immersive learning experience meticulously crafted to furnish learners with foundational knowledge and practical expertise essential for effective data distribution visualization. Through a meticulously structured curriculum comprising engaging modules, participants will explore a spectrum of probability distribution functions widely employed in the realm of data science.

The educational odyssey commences with an elucidating exploration of probability distribution functions in data science, furnishing learners with a robust groundwork for comprehending subsequent concepts. Participants will embark on a journey delving into specific distributions, commencing with the Normal Probability Distributionâ€”a cornerstone in modeling real-world phenomena. Leveraging the dynamic duo of Python and ChatGPT, learners will unravel the intricacies of visualizing and interpreting data following a normal distribution.

Subsequent modules delve into other pivotal probability distributions, encompassing the Binomial, Poisson, Uniform, and Bernoulli distributions. Participants will adeptly navigate the implementation of these distributions in Python with ChatGPT's assistance, culminating in a wealth of hands-on experience in visualizing data and discerning its distribution characteristics.

Upon culmination of the course, learners will emerge equipped with a comprehensive grasp of diverse data distribution visualization techniques, poised to apply them adeptly to real-world datasets. Whether embarking on their data science journey or seeking to augment their visualization prowess, this course furnishes learners with invaluable insights and practical proficiency, empowering them to excel in their data analysis pursuits. Join us on this transformative voyage and unlock the potential to harness data distributions with finesse and acumen.
Who this course is for:
Absolute Beginners

User Reviews

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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

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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.