随机变量(Random Variable) 密度函数(Density Functions) 伯努利分布(Bernoulli Distribution) 二项式分布(Binomial Distribution) 均匀分布(Uniform Distribution) 泊松分布(Poisson Distribution) 正态分布(Normal Distribution) 长尾分布(Long-Tailed Distribution) 学生t 检验分布(Student’s t-test Distribution) 对数正态分...
python machine-learning statistics ai calculus algebra notebook linear-algebra probability mathematics pytorch mathematical-analysis maths beginner siraj mathematical-functions prerequisites siraj-raval machinelearning-python Updated Sep 13, 2022 Jupyter Notebook janus...
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Doing these exercise will cement the ideas in your head. The Thing No One Ever Told Me at School is …that maths is code, and conversely code is maths. Maths has loops and variables. It has functions and arrays. It’s just written differently. If someone had explained this to me at ...
In this section, we will lay the very foundation of Algebraic Equations including Linear Equations and how to plot them. We will understand what are Exponents, Logs, Polynomial and quadratic equations. Almost all the Machine Learning algorithms use various functions for loss measurement or optimizatio...
35)Fun with Functions!. Some nice examples of using polar coordinates to create interesting designs. 36)Predicting the UK election using linear regression. The use of regression in polling predictions. 37)Modelling a Nuclear War. What would happen to the climate in the event of a nuclear war?
Continue Reading → September 15, 2020 0 Martingale II and Currency Trading Martingale II and Currency Trading We can use computer coding to explore game strategies and also to help understand the underlying probability distribution functions. Let's start with a simple game where we toss a coin ...
Unit tests.Full unit tests for SL Analysis, HL Analysis and SL Applications covering the whole syllabus. Treasure hunts and activities.A large number of classroom investigations, Desmos, Geogebra and Python activities and syllabus specific treasure hunts. ...
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for all . Another task would be to automatically verify the ability to estimate some multilinear expression of various functions, in terms of norms of such functions in standard spaces such as Sobolev spaces; this is a task that is particularly prevalent in PDE and harmonic analysis (and can ...