Aprende Data science

• Python

• Data Science

• Machine Learning

Cómo tomar el Módulo de Análisis Exploratorio de Datos

• Python

• Numpy

• Data Science

Data Science con Python

Python es un lenguaje multipropósito, en esta lección comprenderás cómo se usa en el mundo de la Ciencia de Datos

• Data Science

• Machine Learning

Tutorial del Proyecto Árbol de Decisión

Use decision tree algorithm to diagnose diabetes by using patiente medical information from previous medical exams

• Python

• Numpy

• Data Science

Proyecto de Limpieza de Datos de Bienes Raices

Prepare a real dataset to later train a machine learning model

• Python

• Flask

• Data Science

Tutorial de aplicacion web de ml usando flask

Use Flask to create a machine learning web application to predict Titanic survival.

• Python

• Data Science

• Machine Learning

Proyecto de Regresion Lineal Regularizada

Use a dataset with a lot of variables to practice your regularized linear regression skills and select only some of the features for your model

• Python

• Data Science

• Machine Learning

Proyecto de Serie Temporal Alternativa

Use ARIMA model o create a cpu usage anomaly detection model.

• Data Science

• Machine Learning

• Logistic Regression

Ejercicio y Tutorial de Regresion Logistica

Logistic Regression is the ideal first algorithm to learn how to model. Without doing much cleaning, train your model and optimize until you are satified with your evaluation and results.

• Data Science

• Calculus

Integrales y Derivadas

• Data Science

• Machine Learning

Tutorial de Proyecto de NLP

Create a url spam detector using NLP techniques and Support Vector Machine algorithm

• Data Science

• Machine Learning

Tutorial de Proyecto de Regresión Lineal

How much will your insurance cost based on a set of variables? Use this small dataset to model the relationship between several explanatory variables and a numerical target using a linear regression algorithm.

• Data Science

• Machine Learning

Proyecto Tutorial K-Medias

Use k-means algorithm to segment houses based on their coordinates.

• Python

• Data Science

• Machine Learning

Proyecto Tutorial de Mejorando Algoritmos

Use XGBoost algorithm

• Python

• Data Science

• Machine Learning

Proyecto de Random Forest

Use Random Forest algorithm to predict a marketing campaign success by predicting the campaign impressions

• Python

• Flask

• Data Science

Tutorial de Pagina Web de ML con Streamlit

Use Streamlit to create a machine learning web application to predict Titanic survival.

• Python

• Data Science

• Machine Learning

Pandas para Machine Learning

Aprende lo básico y empieza a sentirte cómodo usando pandas y manipulando datasets de machine learning.

• Python

• Data Science

• Machine Learning

Introduccion a Matplotlib

• Data Science

• Machine Learning

Tutorial del Proyecto Naive Bayes

Use Naive Bayes algorithm to classify apps reviews as good or bad.

• Data Science

• Data Processing

Tutorial de Proyecto de Preprocesamiento de Datos

This is a dataset that contains Airbnb data on New York City. You will use it to practice your new EDA (exploratory data analysis) and data wrangling skills.

• Data Science

• Machine Learning

Proyecto Tutorial de K Vecinos Mas Cercanos

Use KNN algorithm to build a simple movie recommender system.

• Python

• Data Science

• Machine Learning

Proyecto Tutorial de Clasficador de Imagenes

Use a deep learning algorithm to build an image classifier.

• Python

• Data Science

• Machine Learning

Proyecto Tutorial de Series Temporales

Use your new skills to help American Express improve their default prediction model.

• Data Science

• Machine Learning

Proyecto final de Machine Learning

These are your machine learning final project instructions

• Python

• Numpy

• Data Science

Tutorial Interactivo de Numpy

Este tutorial interactivo te ayudará a familiarizarte con Numpy, dominar las funcionalidades más usadas y a limpiar tus primeros datasets.