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Day 2 — Linear Regression: How a Straight Line Learns From Data
'Riya is in school, and exams are coming. Her elder sister notices something interesting: | Study Hours | Marks | |
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🧮 Building a Modern Statistics Calculator in Python with Tkinter
StatMate – A Modern Desktop Statistics Calculator Python is often praised for its data‑science ecosystem, but you don’t always need Pandas or NumPy to build so...
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Statistics - Hypothesis Testing in Data Science
Hypothesis testing is a systematic procedure used in statistics and data science to decide whether a claim about a population is supported by sample data or not...
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STATISTICS - Uni-variate Non-Graphical Exploratory Data Analysis (EDA)
Meaning - Uni‑variate – only one variable is analyzed - Non‑Graphical – uses numbers and statistics, not plots - Exploratory – no assumptions; aims to discover...
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Keeping Probabilities Honest: The Jacobian Adjustment
An intuitive explanation of transforming random variables correctly. The post Keeping Probabilities Honest: The Jacobian Adjustment appeared first on Towards Da...
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Statistics - Measures of Position In Data Science
What Are Measures of Position? Measures of position describe where a particular data value stands relative to the rest of the dataset. - Is this value high, lo...
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Mastering Data Science Skills for Beginners and Aspiring Analysts
Introduction To succeed in data science, beginners must focus on developing essential technical and analytical skills. The field combines statistics, programmi...
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Day 15 of improving my Data Science skills
Hmmmm, Introduction to Statistics in Python... As a Mathematician, this should be an enjoyable ride but I won't want to jump into conclusions just yet. I will s...