Data Mining Courses and Certifications

CompTIA Data + (DAO-001) Exam Voucher

Unlock essential data analytics skills to collect, analyze, and interpret data, transforming insights into valuable business decisions for career advancement.

• OpenLearning
• Self-Paced
• Paid Course

CompTIA CertMaster Learn + Labs for Data+ (DA0-001)

CompTIA CertMaster Learn + Labs for Data+ (DA0-001)

• OpenLearning
• Self-Paced
• Paid Course

Build your skills to pursue a career in Data Analytics - Part 1/2

Are you ready to learn about Data Analytics which is more important than ever for business? Join us now!

• OpenLearning
• Self-Paced
• Paid Course

Center for Language & Speech Processing(CLSP), JHU

Speech and Dialog Mining on Heterogeneous Data

Explore advanced techniques for mining speech and dialog data across diverse formats and sources with expert insights from Johns Hopkins University's language processing center.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Density-Based Clustering Simplified

Master DBSCAN clustering techniques to identify unique cluster shapes through connectivity and density functions, with hands-on R implementation and parameter tuning.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Career Certificate

Recommendation Systems Theory and Coding in JS

Master collaborative filtering, content-based methods, and hybrid techniques to build recommendation systems from scratch using JavaScript through hands-on projects.

• CodeSignal
• 15 hours
• Self-Paced
• Free Certificate
• 4 courses

Bioinformatics Coach

Data Mining - Biological Databases

Learn to mine biological databases, download gene expression data, and use tools like TCGA, NCBI, and SRA toolkit for bioinformatics research. Covers Python and R programming for data analysis.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Career Certificate

Data Science at Scale

924 ratings at Coursera

Gain hands-on experience with scalable data management, mining algorithms, and visualization techniques. Learn to communicate results and explore ethical issues in big data.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Machine Learning e Data Mining in R

10 ratings at Coursera

Panoramica pratica delle tecniche di apprendimento automatico in R, dalle più interpretabili alle più flessibili, con implementazione continua dei concetti e applicazione a dataset reali.

• Coursera
• 1 day 6 hours 42 minutes
• Self-Paced
• Paid Course

Assessment for Learning

331 ratings at Coursera

Explore current debates on testing, assessment approaches, and emerging technologies in education. Gain insights into data mining, learning analytics, and evaluation processes for improved learning outcomes.

• Coursera
• 14 hours 15 minutes
• Self-Paced
• Paid Course

Career Certificate

Recommender Systems

833 ratings at Coursera

Comprehensive exploration of recommender systems, covering fundamental techniques to advanced topics. Gain practical skills through interactive exercises and implement real-world solutions using various algorithms and tools.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

临床人工智能数据挖掘

Dive into clinical data mining and AI applications, mastering database operations, statistical analysis, and real-world research methodologies to enhance medical research and patient care outcomes.

• XuetangX
• Self-Paced
• Free Online Course

数据挖掘

掌握数据挖掘的核心技术，从数据预处理到高级分析算法，通过实践案例学习回归分析、分类、聚类等方法，培养解决实际数据问题的能力。

• XuetangX
• Self-Paced
• Free Online Course

Wuhan University of Technology

互联网大规模数据分析技术

如今我们处于大数据的时代，互联网大规模数据分析这门课程带大家进入分析和处理大数据的世界。海纳百川，有容乃大，让我们以开放的心态，创新的勇气拥抱大数据。

• XuetangX
• Self-Paced
• Free Online Course

医学数据分析与挖掘

Master medical data analysis techniques through practical cases, from data preprocessing to algorithm applications, focusing on TCM perspectives and healthcare insights using various mining methods and visualization tools.

• XuetangX
• Self-Paced
• Free Online Course