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Brute force for an optimization problem
Central Limit Theorem
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Dynamic programming
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Modelling a spring
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MIT 6.0002
Folder: ai/MIT-6.0002
44 items under this folder.
Apr 28, 2024
Breadth-first search in a graph
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#graph-theory
#algorithms
Apr 28, 2024
Brute force for an optimization problem
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
Apr 28, 2024
Central Limit Theorem
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Coefficient of Determination
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Computer models
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
Apr 28, 2024
Confidence intervals
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Cross validation
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Data
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Depth-first search in a graph
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
#trees
#graphs
Apr 28, 2024
Dynamic programming
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
Apr 28, 2024
Empirical Rule
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Gambler's Fallacy
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Graphs
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
Apr 28, 2024
Greedy algorithms for optimization problems
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
Apr 28, 2024
How to find the right model
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Inferential Statistics
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
The Knapsack Problem
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
Apr 28, 2024
Law of Large Numbers
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Least Squares Objective Function
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Linear Regression
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
MIT OCW 6.0002 Intro to Computational thinking and Data Science
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#to_complete
Apr 28, 2024
Modelling a spring
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Monte Carlo Simulations
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Normal Distribution
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Objective functions
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Optimization models
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
Apr 28, 2024
Probability Density Function
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Probability Distributions
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Probability
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Random Walks
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Random numbers
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Regression to the Mean
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Sampling
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Sanity checks
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Shortest path in a graph
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#graphs
#algorithms
Apr 28, 2024
Simulation models
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Skew
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Standard Error of the Mean
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Stochastic processes
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Testing a model
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
The Birthday Problem
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Uncertainty
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Validation
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 28, 2024
Variance
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
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