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Data Mining courses

Learn Data Mining online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Universidades Anáhuac

Minería de Datos: Segmentación de Mercados

¿Conoces realmente a tus clientes? En este curso aprenderás a construir modelos basados en técnicas de minería de datos, que te permitirán descubrir los hábitos de compra de tus clientes, para definir estrategias de marketing de acuerdo con sus perfiles, hacer una correcta toma de decisiones y tene…

  • edX
  • 5 weeks, 4 - 5 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

University of Colorado Boulder

Data Mining Foundations and Practice

Launch Your Career in Data Science

Learning path or series
  • Coursera
  • Self-paced
  • Paid certificate

Pontificia Universidad Católica de Chile

Introducción a la Minería de Datos

4.61,328 ratings

En este curso, aprenderás de manera gradual y práctica los conceptos básicos de Minería de Datos, junto a los algoritmos más utilizados hoy en día. Al finalizar el curso, serás capaz de entender la importancia de manejar la información y de explorar por ti mismo distintas bases de datos reales. Est…

  • Coursera
  • 4-6 horas/semana
  • Self-paced
  • Paid certificate

Pontificia Universidad Javeriana

Fundamentos de datos estructurados para analítica con SQL

4.45 ratings

Curso introductorio en lenguaje de computación, con ejemplos orientados a sistemas de gestión de bases de datos relacionales en ambientes tecnológicos local, nube pública y /o empresarial.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Universidades Anáhuac

Minería de Datos: Análisis de la Canasta de Compra

¿Conoces realmente qué productos de la canasta de mercado compran tus clientes o te dejas llevar por lo que aparenta a simple vista? En este curso aprenderás a construir modelos basados en técnicas de data mining o minería de datos, que te permitirán conocer información relevante de tus clientes y…

  • edX
  • 5 weeks, 4 - 5 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Duke University

Web Scraping with Python

3.119 ratings

In this 2-hour long project-based course, you will learn how to analyze complex HTML structures and identify the relevant data to be extracted using Scrapy and XPath. You will apply the concepts of web scraping, including setting up a Scrapy project, generating spiders, and using XPath queries to e…

  • Coursera
  • 2
  • Self-paced
  • Paid certificate

Northeastern University

Practical Engineering Data Mining: Techniques and Uses

This course delves into both the theoretical aspects and practical applications of data mining within the field of engineering. It provides a comprehensive review of the essential fundamentals and central concepts underpinning data mining. Additionally, it introduces pivotal data mining methodologi…

  • Coursera
  • 4 weeks of study, 2-4 hours per week
  • Self-paced
  • Paid certificate

EDHEC Business School

Python and Machine-Learning for Asset Management with Alternative Data Sets

4.4238 ratings

Over-utilization of market and accounting data over the last few decades has led to portfolio crowding, mediocre performance and systemic risks, incentivizing financial institutions which are looking for an edge to quickly adopt alternative data as a substitute to traditional data. This course intr…

  • Coursera
  • 4 weeks of study, 2 hours per week
  • Self-paced
  • Paid certificate

University of Colorado Boulder

Data Mining Pipeline

This course introduces the key steps involved in the data mining pipeline, including data understanding, data preprocessing, data warehousing, data modeling, interpretation and evaluation, and real-world applications. This course can be taken for academic credit as part of CU Boulder’s MS in Data S…

  • Coursera
  • about five hours a week for four weeks
  • Self-paced
  • Paid certificate

University of Colorado Boulder

Data Mining Methods

This course covers the core techniques used in data mining, including frequent pattern analysis, classification, clustering, outlier analysis, as well as mining complex data and research frontiers in the data mining field. This course can be taken for academic credit as part of CU Boulder’s MS in D…

  • Coursera
  • six to seven hours a week for four weeks
  • Self-paced
  • Paid certificate

University of Colorado Boulder

Data Mining Project

Data Mining Project offers step-by-step guidance and hands-on experience of designing and implementing a real-world data mining project, including problem formulation, literature survey, proposed work, evaluation, discussion and future work. This course can be taken for academic credit as part of C…

  • Coursera
  • about ten hours a week for four weeks
  • Self-paced
  • Paid certificate

Coursera

Introduction to Data Analysis using Microsoft Excel

4.74,781 ratings

In this project, you will learn the foundation of data analysis with Microsoft Excel using sales data from a sample company. You will learn how to use sorting and filtering tools to reorganize your data and access specific information about your data. You will also learn about the use of functions…

  • Coursera
  • 2 hours
  • Self-paced
  • Paid certificate

Yonsei University

Hands-on Text Mining and Analytics

This course provides an unique opportunity for you to learn key components of text mining and analytics aided by the real world datasets and the text mining toolkit written in Java. Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeli…

  • Coursera
  • Self-paced
  • Paid certificate

Institute of Science Tokyo

プログラミングしながら学ぶコンピュータサイエンス入門 : Introduction to Computer Science and Programming

AIやコンピュータでやっていることは「計算」です。超入門的プログラミングで「計算」の設計法を体験しながら,コンピュータサイエンスの基礎を学びます。 “Computations” are what computers, including those utilizing Artificial Intelligent algorithms are actually doing. Learn about the basic and key concepts of computer science while experiencing how to program anddesign “comput…

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Northeastern University

Machine Learning and Data Analytics Part 1

This course delves into both the theoretical aspects and practical applications of data mining within the field of engineering. It provides a comprehensive review of the essential fundamentals and central concepts underpinning data mining. Additionally, it introduces pivotal data mining methodologi…

  • Coursera
  • 2-4 hours per week
  • Self-paced
  • Paid certificate

Northeastern University

Data Warehousing and Integration Part 1

This course will cover various topics in data engineering in support of decision support systems, data analytics, data mining, machine learning, and artificial intelligence. You will study on-premises data warehouse architecture, dimensional modeling of data warehouses, Extract-Transform-Load (ETL)…

  • Coursera
  • Self-paced
  • Paid certificate

Northeastern University

Data Warehousing and Integration Part 2

Covers various topics in Data Engineering in support of decision support systems, data analytics, data mining, machine learning, and artificial intelligence. Studies on-premises data warehouse architecture, dimensional modeling of data warehouses, Extract-Transform-Load (ETL) integration from sourc…

  • Coursera
  • Self-paced
  • Paid certificate

Northeastern University

Data Warehousing Essentials for Analytics and AI Support

This course will cover various topics in Data Engineering in support of decision support systems, data analytics, data mining, machine learning, and artificial intelligence. You will study on-premises data warehouse architecture, and dimensional modeling of data warehouses.

  • Coursera
  • Self-paced
  • Paid certificate

Northeastern University

Machine Learning and Data Analytics Part 2

This course delves into both the theoretical aspects and practical applications of data mining within the field of engineering. It provides a comprehensive review of the essential fundamentals and central concepts underpinning data mining. Additionally, it introduces pivotal data mining methodologi…

  • Coursera
  • 2-5 hours per week
  • Self-paced
  • Paid certificate