Data Mining Courses and Certifications

CSE 8803 Special Topics: Big Data

In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems.

• Udacity
• 8 hours
• On-Demand
• Free Online Course

Mineração de Regras de Associação com Python, Apriori e SQL

411 ratings at Udemy

Aprenda a descobrir padrões escondidos em bases de dados comerciais utilizando regras de associação com o Python!

• Udemy
• 6 hours 44 minutes
• On-Demand
• Paid Course

EuroPython Conference

Fast Data Mining with Pytables and Pandas

Explore efficient data mining techniques using Pytables and pandas for handling large datasets and performing rapid analysis.

• YouTube
• 58 minutes
• On-Demand
• Conference Talk

PASS Data Community Summit

Introduction to Data Mining in SQL Server Analysis Services

Learn to create and integrate data mining models in SQL Server Analysis Services for customer prediction, marketing optimization, and forecasting using various algorithms and tools.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Conference Talk

NPTEL;  IIT Kharagpur

Business Analytics for Management Decision

14 reviews

This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real life cases to know the relevance of a particular problem and the decision-making thereof.

• YouTube
• 1 day 15 hours
• On-Demand
• Free Video

Introduction to Julia

Julia is a new programming language designed to be the ideal language for scientific computing, machine learning, and data mining.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Predictive Analytics using Networked Data in R

Learn to predict labels of nodes in networks using network learning and by extracting descriptive features from the network

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Minería de Datos: Segmentación de Mercados

Aprende a utilizar minería de datos y el algoritmo K-Means para segmentar mercados, analizar comportamientos de clientes y tomar decisiones de negocio informadas utilizando RapidMiner.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Minería de Datos: Análisis de la Canasta de Compra

Aprende a analizar patrones de compra utilizando minería de datos y RapidMiner. Descubre reglas de asociación y crea modelos predictivos para mejorar estrategias de marketing y toma de decisiones.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Minería de datos aplicada al marketing

Aprende a utilizar técnicas de minería de datos para segmentar clientes, analizar patrones de compra y desarrollar estrategias de marketing efectivas utilizando inteligencia artificial y machine learning.

• edX
• 10 weeks, 4-5 hours a week
• On-Demand
• $78.00
• 2 courses

Data Manipulation in Julia

Master the essential skills of data manipulation in Julia. Learn how to inspect, transform, group, and visualize DataFrames using real-world datasets.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Microcredential

PostgreSQL for Everybody

1423 ratings at Coursera

Comprehensive PostgreSQL training covering database design, SQL techniques, JSON processing, and NoSQL concepts. Develop practical skills for data mining and application development.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Data Mining for Neurohackers

Explore data mining techniques for neuroscience applications, focusing on innovative approaches and practical insights for hackers interested in brain-computer interfaces.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk

Great Learning

Data Analysis of Amazon Reviews - Data Mining

Learn to scrape and analyze Amazon reviews using Python, covering web scraping techniques, data preprocessing, and visualization for valuable e-commerce insights.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

GOTO Conferences

Mining Repository Data to Debug Software Development Teams

Explore techniques for analyzing repository data to identify misalignments between team and technical architectures, enabling proactive problem-solving in software development.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk