π DAY 14/200 β Probability Basics π² | Data Science Foundation
A customer ke product buy karne ki probability 80% haiβ¦ iska actual meaning kya hai? π€
Welcome to Day 14 of the 200 Days Data Analysis & Data Science Journey! π
π― What is Probability?
Probability tells us how likely an event is to happen.
π 0 = Impossible β
π 1 = Certain β
π 0% = Impossible
π 100% = Certain
π² Simple Example:
A fair dice has 6 sides.
Probability of getting a 6:
P(6) = Favorable Outcomes / Total Outcomes
= 1 / 6
β 16.67%
π Real-World Data Science Example:
1,000 customers visited a website.
200 purchased a product.
Probability of purchase:
200 / 1000 = 0.20 = 20%
π₯ Probability is used in:
π Risk Analysis
π Fraud Detection
π Recommendation Systems
π A/B Testing
π Machine Learning
π Forecasting
π‘ Remember: Probability helps us quantify uncertainty and make better data-driven decisions.
π Day 15: Variance & Standard Deviation
π Subscribe βͺ@tech_jroshanβ¬ for the complete 200 Days Data Analysis & Data Science Series!
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