Probability and Statistics for Business and Data Science
About Course
Unlock the power of data with this comprehensive free Probability and Statistics course! This course, offered on platforms like Udemy, Udacity, Coursera, MasterClass, NearPeer, and others, provides a solid foundation in probability and statistics for business and data science.
Learn the fundamentals of data analysis, including measurements of central tendency, dispersion, and correlation. Dive into probability concepts such as permutations, combinations, conditional probability, and Bayes’ Theorem. Explore common distributions like binomial, Poisson, and normal distributions.
Apply your knowledge to real-world scenarios with hypothesis testing, T-distribution testing, and regression analysis. Discover advanced topics like ANOVA (analysis of variance) and chi-squared analysis.
Benefit from clear explanations, high-quality animations, and extensive case studies. Access online forums and chat channels for support. Upon completion, receive a certificate of completion to showcase your newfound skills. This course is completely free, so enroll today and start your journey towards data mastery!
Key topics covered:
- Mean, Median, and Mode
- Variance and Standard Deviation
- Co-variance and Correlation
- Permutations and Combinations
- Conditional Probability
- Bayes Theorem
- Binomial Distribution
- Poisson Distribution
- Normal Distribution
- Sampling
- Central Limit Theorem
- Hypothesis Testing
- T-Distribution Testing
- Regression Analysis
- ANOVA
- Chi Squared
- And much more!
Course Content
Introduction
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A Message from the Professor
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Course Overview Lecture – PLEASE DO NOT SKIP THIS!
05:18 -
Course Material Download Link
00:00
Data
Probability
Distributions
Statistics
Analysis of Variance (ANOVA)
Regression
Chi-Square Analysis
Earn a certificate
Add this certificate to your resume to demonstrate your skills & increase your chances of getting noticed.
