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Machine & Deep Learning Compendium
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The Machine & Deep Learning Compendium
The Ops Compendium
Types Of Machine Learning
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Calculus
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Probability
Feature Types
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Calibration
Multi Label Classification
Distribution
Distribution Transformation
Information Theory
Game Theory
Datasets
Dataset Confidence
Normalization & Scaling
Regularization
Datasets Reliability & Correctness
Data & Model Tests
Fairness, Accountability, and Transparency
Interpretable & Explainable AI (XAI)
Meta Learning
Evaluation Metrics
Benchmarking
Hyper Parameter Optimization
Multi CPU Processing
Algorithms 101
Training Strategies
Classic Machine Learning
Label Algorithms
Clustering Algorithms
Anomaly Detection
Decision Trees
Active Learning Algorithms
Linear Separator Algorithms
Ensembles
Reinforcement Learning
Incremental Learning
Dimensionality Reduction Methods
Genetic Algorithms & Genetic Programming
Learning Classifier Systems
Recommender Systems
Timeseries
Fourier Transform
Digital Signal Processing (DSP)
Propensity Score Matching
Diffusion models
Natural Language Processing
Graphs
Deep Learning
Experimental Design
Product
Business Domains For Data Science
MLOps (www.OpsCompendium.com)
DataOps (www.OpsCompendium.com)
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Digital Signal Processing (DSP)
1.
Scipy signal processing
2.
Script find peaks
3.
Beat detection
1.
Real time bpm beat det
2.
Librosa
:
Beat detection (and temp)
4.
Mastery on Human activity recognition, smartphones
5.
(Out of place) -
using self-attention for sound signal processing
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Fourier Transform
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Propensity Score Matching
Last modified
1yr ago