Online course for probability and statistics with emphasis on python

Click For Summary
SUMMARY

The discussion centers on the search for an online course that teaches probability and statistics with a focus on Python. A recommended course is the "Introduction to Probability and Statistics Using Python" offered by DataCamp, which covers essential topics such as probability distributions, hypothesis testing, and regression analysis. The course includes hands-on coding exercises and data visualizations using Python, making it a comprehensive resource for learners.

PREREQUISITES
  • Basic understanding of Python programming
  • Familiarity with statistical concepts
  • Knowledge of data visualization techniques
  • Access to DataCamp platform
NEXT STEPS
  • Enroll in the "Introduction to Probability and Statistics Using Python" course on DataCamp
  • Explore additional resources on probability distributions
  • Practice hypothesis testing using Python libraries like SciPy
  • Learn about regression analysis techniques in Python with libraries such as StatsModels
USEFUL FOR

This discussion is beneficial for students, data analysts, and anyone interested in mastering probability and statistics through Python programming.

Emekadavid
Messages
4
Reaction score
0
I have been looking for a way to learn probability and statistics online and have searched but found nothing yet. I am looking for a course on probability and statistics that will not only teach me the basics but all there is to know about the subject. I would love it if the visualizations are done with python. If anyone can help me, I will be very glad.
Thanks
 
Technology news on Phys.org
in advance!There are a number of online courses available that focus on probability and statistics. One course that I can recommend is the Introduction to Probability and Statistics Using Python course offered by DataCamp. This course covers the basics of probability and statistics, such as probability distributions, hypothesis testing, and regression analysis, and provides hands-on coding exercises with Python. Additionally, the course also includes visualizations of data using Python. You can find more information about the course here: https://www.datacamp.com/courses/introduction-to-probability-and-statistics-in-python
 

Similar threads

Python Help with Histogram and Boxplot in Python
  • · Replies 3 ·
Replies
3
Views
2K
Python Are Python strings truly immutable?
  • · Replies 10 ·
Replies
10
Views
3K
Python Looking for programming exercises for OOP in Python
  • · Replies 3 ·
Replies
3
Views
2K
Java Should I enroll in a python course or java? (I’m studying physics)
  • · Replies 9 ·
Replies
9
Views
2K
Python Question about learning programming
  • · Replies 43 ·
2
Replies
43
Views
7K
Python My Python Library For Finite Difference Method
  • · Replies 8 ·
Replies
8
Views
4K
Python Python for Vector Calculus: Books & Online Resources
  • · Replies 2 ·
Replies
2
Views
2K
Python Practicing Python and R at the same time
  • · Replies 6 ·
Replies
6
Views
3K
Python Can I ask some basic Python installation questions?
  • · Replies 8 ·
Replies
8
Views
2K
Python Interesting article how to use Pandas with Excel sheets
  • · Replies 1 ·
Replies
1
Views
2K