Machine Learning Practice

@machinelearningpractice2089

100 tuit · page 3/3
Formal & Physical Sciences AI — Models & Research
EN

Cross Validation

Machine Learning Practice
15 min
4/5
Cross-ValidationMachine LearningModel Evaluation
Formal & Physical Sciences AI — Models & Research
EN

Classifier Performance Measures

Machine Learning Practice
38 min
4/5
ClassificationPerformance MetricsROC Curve
Formal & Physical Sciences Computing & Cybersecurity
EN

Visualization with Matplotlib

Machine Learning Practice
21 min
4/5
MatplotlibData VisualizationPython
Formal & Physical Sciences Computing & Cybersecurity
EN

Variables in Python

Machine Learning Practice
17 min
3/5
PythonVariablesJupyter
Applied Sciences & Engineering Science — General & History
EN

Representing Data with Pandas

Machine Learning Practice
13 min
3/5
PandasData PreprocessingMachine Learning
Formal & Physical Sciences AI — Models & Research
EN

Representing Data for Classifiers

Machine Learning Practice
13 min
4/5
Data RepresentationMachine LearningPandas
Formal & Physical Sciences AI — Models & Research
EN

Multi-class Classification

Machine Learning Practice
14 min
4/5
Multi-Class ClassificationOne-vs-OneOne-vs-All
Applied Sciences & Engineering Computing & Cybersecurity
EN

Introduction to Pandas

Machine Learning Practice
17 min
3/5
PandasPythonData Analysis
Formal & Physical Sciences Computing & Cybersecurity
EN

Introduction to Numpy

Machine Learning Practice
12 min
3/5
NumPyPythonData Science
Formal & Physical Sciences AI — Models & Research
EN

Implementing Data Processing Pipelines

Machine Learning Practice
20 min
4/5
Scikit-LearnPipelineData Preprocessing
Formal & Physical Sciences Computing & Cybersecurity
EN

Functions in Python

Machine Learning Practice
17 min
4/5
PythonFunctionsProgramming
Formal & Physical Sciences AI — Models & Research
EN

Example: Using Cross Validation

Machine Learning Practice
15 min
4/5
Cross-ValidationScikit-LearnMachine Learning
Formal & Physical Sciences AI — Models & Research
EN

Example: Multi Class Classification

Machine Learning Practice
29 min
4/5
Multi-Class ClassificationScikit-LearnSGDClassifier
Formal & Physical Sciences Computing & Cybersecurity
EN

Dictionaries

Machine Learning Practice
12 min
3/5
PythonDictionariesHash Maps
Formal & Physical Sciences Computing & Cybersecurity
EN

Classes in Python

Machine Learning Practice
12 min
4/5
PythonObject-Oriented ProgrammingClasses
Applied Sciences & Engineering Medicine & Health
EN

Brain Machine Interfaces

Machine Learning Practice
10 min
4/5
Brain-Machine InterfaceMachine LearningNeural Decoding