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Tag: machine-learning
Tag: machine-learning
43 items with this tag.
Dec 21, 2024
Shortest path in a graph
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
graphs
algorithms
Dec 21, 2024
Simulation models
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Skew
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Standard Error of the Mean
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Stochastic processes
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Testing a model
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
The Birthday Problem
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Uncertainty
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Validation
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Variance
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Loss functions
ai
machine-learning
Dec 21, 2024
Breadth-first search in a graph
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
graph-theory
algorithms
Dec 21, 2024
Brute force for an optimization problem
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
algorithms
Dec 21, 2024
Central Limit Theorem
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Coefficient of Determination
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Computer models
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
Dec 21, 2024
Confidence intervals
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Cross validation
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Data
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Depth-first search in a graph
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
algorithms
trees
graphs
Dec 21, 2024
Dynamic programming
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
algorithms
Dec 21, 2024
Empirical Rule
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Gambler's Fallacy
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Graphs
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
Dec 21, 2024
Greedy algorithms for optimization problems
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
algorithms
Dec 21, 2024
How to find the right model
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Inferential Statistics
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
The Knapsack Problem
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
algorithms
Dec 21, 2024
Law of Large Numbers
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Least Squares Objective Function
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Modelling a spring
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Monte Carlo Simulations
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Normal Distribution
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Objective functions
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Optimization models
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
Dec 21, 2024
Probability Density Function
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Probability Distributions
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Probability
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Random Walks
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Random numbers
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Regression to the Mean
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Sampling
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
Dec 21, 2024
Sanity checks
ai
machine-learning
courses
data-science
computer-science
mit-ocw
mit-ocw-6.0002
probability
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