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MIT 6.0002
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Brute force for an optimization problem
Central Limit Theorem
Coefficient of Determination
Computer models
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Cross validation
Data
Depth-first search in a graph
Dynamic programming
Empirical Rule
Gambler's Fallacy
Graphs
Greedy algorithms for optimization problems
How to find the right model
Inferential Statistics
Law of Large Numbers
Least Squares Objective Function
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MIT OCW 6.0002 Intro to Computational thinking and Data Science
Modelling a spring
Monte Carlo Simulations
Normal Distribution
Objective functions
Optimization models
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Probability Density Function
Probability Distributions
Random numbers
Random Walks
Regression to the Mean
Sampling
Sanity checks
Shortest path in a graph
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Skew
Standard Error of the Mean
Stochastic processes
Testing a model
The Birthday Problem
The Knapsack Problem
Uncertainty
Validation
Variance
15ai
Activation functions
Binary or Step function
Extreme Learning Machines
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Hubber Regressor
Hyperbolic tangent function (tanh)
Hyperparameters
LangChain 🦜🔗
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Liquid Neural Networks
LLM Speed Performance
LLM Visualization
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LoRA
Loss functions
Multi-hop queries
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Animations (Blender)
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Checking for NaN without imports
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Numba Performance notes
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Quickly Creating a Production-Ready API Using FastAPI and Docker… Explained with Memes (DockerCon 2022 notes)
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SQLBolt
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Welford's method for computing variance
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Creating a new user with SSH access in Linux
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Tag: #ai
Tag: #ai
85 items with this tag.
Apr 11, 2024
BEIR
#nlp
#benchmark
#ai
#papers
Apr 11, 2024
HotpotQA
#ai
#benchmark
#dataset
#nlp
#papers
Apr 11, 2024
MTEB (Massive Text Embedding Benchmark)
#ai
#benchmark
#research
#ml
#nlp
#embedding
#papers
Apr 11, 2024
NLP Benchmarks
#nlp
#benchmark
#ai
#ml
#index
Apr 11, 2024
CLIP
#ai
#model
#embedding
Apr 11, 2024
Embed v3
#ai
#embedding
#model
#ml
Apr 11, 2024
Embeddings
#ai
#theory
#papers
#model
#index
Apr 11, 2024
Word2Vec
#ai
#embedding
#model
#theory
#papers
Apr 11, 2024
Claude
#ai
#llm
#anthropic
Apr 11, 2024
GPT-4
#ai
#llm
#openai
Apr 11, 2024
Getting started with LLaMA 2
#links
#ai
#nlp
#model
#llm
Apr 11, 2024
Glitch tokens
#ai
#tokenization
#ml
#llm
Apr 11, 2024
InstructZero
#model
#optimization
#large
#language
#models
#ai
#ml
#llm
Apr 11, 2024
MIRACL
#ai
#nlp
#benchmark
#papers
Apr 11, 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
#ai
#nlp
#llm
#performance
#papers
#to_complete
Apr 11, 2024
vLLM
#ai
#llm
Apr 11, 2024
Multi-hop queries
#ai
#nlp
#task
Apr 11, 2024
Papers With Code: State Of The Art
#ai
#papers
Apr 11, 2024
RANSAC Regression
#ai
#data-science
Apr 11, 2024
ReLU
#activation
#ai
#neural_networks
Apr 11, 2024
Retrieval Augmented Generation
#technique
#llm
#models
#ai
Apr 11, 2024
Sanctuary
#ai
#agi
Apr 11, 2024
Semantic Search
#ai
#nlp
#search
Apr 11, 2024
Sigmoid
#activation
#neural_networks
#ai
Apr 11, 2024
Softmax
#activation
#ai
#neural_networks
Apr 11, 2024
Theil Sen Regression
#ai
#data-science
Apr 11, 2024
Transformers.js
#ai
#embedding
#ml
#nlp
#javascript
#tools
Apr 11, 2024
The Knapsack Problem
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
Apr 11, 2024
Law of Large Numbers
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Least Squares Objective Function
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Linear Regression
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 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 11, 2024
Modelling a spring
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Monte Carlo Simulations
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Normal Distribution
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Objective functions
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Optimization models
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
Apr 11, 2024
Probability Density Function
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Probability Distributions
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Probability
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Random Walks
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Random numbers
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Regression to the Mean
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Sampling
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Sanity checks
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Shortest path in a graph
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#graphs
#algorithms
Apr 11, 2024
Simulation models
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Skew
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Standard Error of the Mean
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Stochastic processes
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Testing a model
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
The Birthday Problem
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Uncertainty
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Validation
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Variance
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
15ai
#speech-generation
#ai
Apr 11, 2024
Activation functions
#ai
#activation
#neural-networks
Apr 11, 2024
Binary or Step function
#activation
#ai
#neural_networks
Apr 11, 2024
Extreme Learning Machines
#ai
#data
#science
#papers
Apr 11, 2024
Hubber Regressor
#ai
#data-science
Apr 11, 2024
Hyperbolic tangent function (tanh)
#ai
#activation
#neural_networks
Apr 11, 2024
Hyperparameters
#ml
#ai
Apr 11, 2024
LLM Visualization
#links
#ai
#nlp
#llm
Apr 11, 2024
LLMs (Large Language Models)
#llm
#ai
#models
Apr 11, 2024
LangChain 🦜🔗
#ai
#llm
#framework
Apr 11, 2024
Linear function
#ai
#neural_networks
#activation
Apr 11, 2024
Liquid Neural Networks
#ai
#neural_networks
#papers
#to_complete
Apr 11, 2024
LoRA
#models
#training
#ai
#papers
Apr 11, 2024
Loss functions
#ai
#machine-learning
Apr 11, 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 11, 2024
Brute force for an optimization problem
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
Apr 11, 2024
Central Limit Theorem
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Coefficient of Determination
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Computer models
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
Apr 11, 2024
Confidence intervals
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Cross validation
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Data
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 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 11, 2024
Dynamic programming
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
Apr 11, 2024
Empirical Rule
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Gambler's Fallacy
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Graphs
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
Apr 11, 2024
Greedy algorithms for optimization problems
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#algorithms
Apr 11, 2024
How to find the right model
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
Apr 11, 2024
Inferential Statistics
#ai
#machine-learning
#courses
#data-science
#computer-science
#mit-ocw
#mit-ocw-6.0002
#probability
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