Exploratory Data Analysis

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Analyze Datasets and Train ML Models using AutoML (Coursera)

Mar 25th 2024
Analyze Datasets and Train ML Models using AutoML (Coursera)
Course Auditing
Categories
Effort
Languages
In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. With Amazon SageMaker Clarify and Amazon SageMaker Data Wrangler, you will analyze a dataset for statistical bias, transform the dataset into [...]
Mar 25th 2024
Course Auditing
41.00 EUR/month

Basics of Statistical Inference and Modelling Using R (edX)

Learn why a statistical method works, how to implement it using R and when to apply it and where to look if the particular statistical method is not applicable in the specific situation. Basics of Statistical Inference and Modelling Using R is part one of the Statistical Analysis in [...]

Introduction to Machine Learning for Finance (edX)

Machine Learning (ML) has emerged as a transformative force, revolutionizing the way financial institutions operate, make decisions, and provide personalized services to customers. This edX course is designed to familiarize the banking professionals about the knowledge of machine learning and its use cases in [...]

Platform-Based Analytics (edX)

Gain hands-on experience extracting, preparing, exploring, and analyzing data statistically and visually using features and tools native to Microsoft Excel. In an ever-growing digital world, the need for strong data analysis skills is at the forefront of every business function, along with the ability to accurately describe and interpret [...]

Análisis de datos con Python (Coursera)

Aprenda a analizar datos con Python. Este curso lo llevará desde los conceptos básicos de Python hasta la exploración de muchos tipos diferentes de datos. Aprenderá a preparar datos para el análisis, realizar análisis estadísticos simples, crear visualizaciones de datos significativas, predecir tendencias futuras a partir de datos, ¡y [...]

Data Analysis with R (Udacity)

Self Paced
Data Analysis with R (Udacity)
Free Course
Categories
Effort
Languages
Visually Analyze and Summarize Data Sets. Exploratory data analysis is an approach for summarizing and visualizing the important characteristics of a data set. Promoted by John Tukey, exploratory data analysis focuses on exploring data to understand the data’s underlying structure and variables, to develop intuition about the data set, [...]

Aplicaciones de ciencias de datos en los negocios actuales (edX)

En este curso pondremos en práctica el potencial que nos ofrece el lenguaje R para darle solución a diversos problemas de los negocios actuales. Desarrollarás diversos proyectos que te permitan formar a tu primer portafolio de proyectos relacionados con la ciencia de datos.

Statistical Inference and Modeling for High-throughput Experiments (edX)

A focus on the techniques commonly used to perform statistical inference on high throughput data. In this course you’ll learn various statistics topics including multiple testing problem, error rates, error rate controlling procedures, false discovery rates, q-values and exploratory data analysis. We then introduce statistical modeling and how it [...]

Statistics and R (edX)

An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences. We will learn the basics of statistical inference in order to understand and compute p-values and confidence intervals, all while analyzing data with R. We provide R programming examples in a [...]

Probability Theory, Statistics and Exploratory Data Analysis (Coursera)

Exploration of Data Science requires certain background in probability and statistics. This course introduces you to the necessary sections of probability theory and statistics, guiding you from the very basics all way up to the level required for jump starting your ascent in Data Science.