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Data Can Be Whatever You Want
There is a popular quote from Ben Shapiro that goes along the lines, “Facts don’t care about about Feelings”. And to say the least, I disagree. Numbers don’t speak for themselves, they have to be interpreted, through probabilities, graphs, stories, or whatever. And this blog shows you how to do it. I’ll be covering all…
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Game of Life
I think it’s been a few days since I got to know about the game of life and I’ve been obsessing over it ever since. But I’m also doing a bad job of expressing WHY I’m obsessing over this game, so everyone around me just thinks I’m crazy and I’m wasting my time. In this…
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AZ900 Cert Prep : Cloud Concepts
Lesson 1 : Cloud Concepts Shared Responsibility Concept The cloud provider will only take responsibility for the things that they control. That both the client and the cloud service provider share the responsibility, but how much they share is dependent on the shared infrastructure provided by the cloud service provider : When using a cloud…
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Hypothesis Testing Cheat Sheet
Parameter Statistic/Estimate Conditions (Theoretical) Sampling Distribution Confidence Interval Hypothesis Test Statistic p 1. independent observations2. np>= 10 and n(1-p)>=10 1. Independent Observations and groups 2. 1. Independent observations2. is known (yes or no)3. Population is normal OR If is known : If is not known:, where df = n-1 If is known: If is not known:…
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Linear Regression
Linear Regression is used to see a linear relationship between 2 quantitative variables. The variable we’re trying to predict would be in the y-axis and would be called the response variable, or the dependent variable. And the variable that represented on the x-axis would be the explanatory variable, or the independent variable. Simple Linear Regression…
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The wings of Political Ideologies
They are a group of left wing activists.That is a right wing party.His parents are conservatives. She is a liberal. These are the terms most of us have used or hear someone else use almost daily in some news. But what do these really mean? What is left? What is right? How can ideologies be linked with some arbitrary direction?Who are conservatives? What…
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Markov Assumption
We are going to assume that the state used by the agent is a sufficient statistic of the history, in that, in order to predict the future, you only need to know about the current state of the environment. This implies that the future is independent of the past given the present (if you have…
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Key Aspects of Reinforcement Learning
There are 4 key aspects of Reinforcement Learning : 1. Optimization There are different types of decision to be made, and we want to make the best possible decisions, or atleast good decisions 2. Delayed Consequences Let’s say you’re playing Mario. In this case, the agent is Mario, and if we let him take mushroom…
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Algos Expeditus 