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INTRODUCCIÓN A MACHINE LEARNING

Track :

Programming

Lessons no : 16

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What will you learn in this course?
  • Develop and implement basic machine learning algorithms for predictive modeling and data analysis using Python and scikit-learn
  • Analyze data patterns and relationships to improve model accuracy and performance in real-world applications
  • Apply data preprocessing techniques such as normalization, feature selection, and data cleaning for machine learning projects
  • Evaluate model performance using metrics like accuracy, precision, recall, and F1 score to optimize predictive outcomes
  • Utilize supervised and unsupervised learning methods to solve classification, regression, and clustering problems
  • Interpret machine learning results to make data-driven decisions in business, healthcare, finance, and technology sectors
  • Design simple machine learning workflows, including data collection, model training, validation, and deployment
  • Identify ethical considerations and biases in machine learning models to ensure fair and responsible AI solutions

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  • The Certificate is free !
Lessons | 16
INTRODUCCIÓN A MACHINE LEARNING | 1 Curso de Introducción a Machine Learning
00:08:15

INTRODUCCIÓN A MACHINE LEARNING | 1 Curso de Introducción a Machine Learning
HISTORIA DE MACHINE LEARNING | 2 Curso de Introducción a Machine Learning
00:08:54

HISTORIA DE MACHINE LEARNING | 2 Curso de Introducción a Machine Learning
DEFINICIÓN DE MACHINE LEARNING | 3 Curso de Introducción a Machine Learning
00:03:54

DEFINICIÓN DE MACHINE LEARNING | 3 Curso de Introducción a Machine Learning
CLASIFICACIÓN DE MACHINE LEARNING | 4 Curso de Introducción a Machine Learning
00:07:37

CLASIFICACIÓN DE MACHINE LEARNING | 4 Curso de Introducción a Machine Learning
APRENDIZAJE SUPERVISADO LINEAR REGRESSION 5 Curso Introducción a Machine Learning
00:07:05

APRENDIZAJE SUPERVISADO LINEAR REGRESSION 5 Curso Introducción a Machine Learning
APRENDIZAJE SUPERVISADO POLYNOMIAL REGRESSION | 6 Curso Introducción a Machine Learning
00:04:57

APRENDIZAJE SUPERVISADO POLYNOMIAL REGRESSION | 6 Curso Introducción a Machine Learning
APRENDIZAJE SUPERVISADO SUPPORT VECTOR REGRESSION | 7 Curso Introducción a Machine Learning
00:06:21

APRENDIZAJE SUPERVISADO SUPPORT VECTOR REGRESSION | 7 Curso Introducción a Machine Learning
APRENDIZAJE SUPERVISADO DECISION TREE REGRESSION | 8 Curso de Introducción a Machine Learning
00:10:31

APRENDIZAJE SUPERVISADO DECISION TREE REGRESSION | 8 Curso de Introducción a Machine Learning
APRENDIZAJE SUPERVISADO RANDOM FOREST REGRESSION | 9 Curso Introducción a Machine Learning
00:04:46

APRENDIZAJE SUPERVISADO RANDOM FOREST REGRESSION | 9 Curso Introducción a Machine Learning
APRENDIZAJE SUPERVISADO LOGISTIC REGRESSION | 10 Curso de Introducción a Machine Learning
00:06:17

APRENDIZAJE SUPERVISADO LOGISTIC REGRESSION | 10 Curso de Introducción a Machine Learning
APRENDIZAJE SUPERVISADO K NEAREST NEIGHBORS | 11 Curso de Introducción a Machine Learning
00:06:07

APRENDIZAJE SUPERVISADO K NEAREST NEIGHBORS | 11 Curso de Introducción a Machine Learning
APRENDIZAJE SUPERVISADO SUPPORT VECTOR MACHINE | 12 Curso de Introducción a Machine Learning
00:05:32

APRENDIZAJE SUPERVISADO SUPPORT VECTOR MACHINE | 12 Curso de Introducción a Machine Learning
APRENDIZAJE SUPERVISADO DECISION TREE CLASSIFICATION | 13 Curso de Introducción a Machine Learning
00:11:03

APRENDIZAJE SUPERVISADO DECISION TREE CLASSIFICATION | 13 Curso de Introducción a Machine Learning
APRENDIZAJE SUPERVISADO RANDOM FOREST CLASSIFICATION | 14 Curso de Introducción a Machine Learning
00:05:54

APRENDIZAJE SUPERVISADO RANDOM FOREST CLASSIFICATION | 14 Curso de Introducción a Machine Learning
APRENDIZAJE NO SUPERVISADO K MEANS CLUSTERING | 15 Curso de Introducción a Machine Learning
00:08:49

APRENDIZAJE NO SUPERVISADO K MEANS CLUSTERING | 15 Curso de Introducción a Machine Learning
APRENDIZAJE NO SUPERVISADO HIERARCHICAL CLUSTERING | 16 Curso de Introducción a Machine Learning
00:09:12

APRENDIZAJE NO SUPERVISADO HIERARCHICAL CLUSTERING | 16 Curso de Introducción a Machine Learning


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Swayam Upadhyay 

not bad
2025-11-21

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good
2025-09-09

CHENNA SAI VIKAS 

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2025-04-04

Husniya Musema Shifa 

Thanks for all
2025-01-28

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2025-01-09

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good
2024-09-12

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Good
2024-06-27

Kalpesh Chandane 

It's very good experience
2023-12-17

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Machine learning es la ciencia en la que, para predecir un valor, se aplican algoritmos para que un sistema aprenda patrones dentro de los datos. Con el uso de datos suficientes, se establece la relación entre todas las variables de entrada y los valores a predecir .