Data Mining Courses and Certifications

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
• Self-Paced
• 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
• Self-Paced
• Conference Talk

NPTEL;  IIT Kharagpur

Business Analytics for Management Decision

14 ratings

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Trial Available

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
• Self-Paced
• Free Trial Available

Career Certificate

PostgreSQL for Everybody

1439 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/week
• Self-Paced
• Paid Course
• 4 courses

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
• Self-Paced
• Conference Talk

Bill Buchanan OBE

Network Attack Traffic and Data Mining - Lab 6

Explore network attack traffic and data mining techniques, including statistics, Nmap, Hydra, and crosscorrelation analysis for enhanced cybersecurity understanding.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

PHP UK Conference

Big Data Web - Big Data Science - Big Data Mining

Exploring big data science and mining techniques in PHP, with focus on creating value from data itself and unlocking collective wisdom across industries.

• YouTube
• 53 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Adversarial Data Mining - Big Data Meets Cyber Security

Explore adversarial data mining techniques in cybersecurity, focusing on big data challenges and solutions for detecting and mitigating threats in complex digital environments.

• YouTube
• 2 hours 41 minutes
• Self-Paced
• Conference Talk

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
• Self-Paced
• Conference Talk

Career Certificate

Mastering Software Development in R

1486 ratings at Coursera

Comprehensive R programming specialization covering advanced topics, package development, and data visualization tools for aspiring data scientists and analysts seeking to enhance their software development skills.

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

Python A-Z™: Python For Data Science With Real Exercises!

30331 ratings at Udemy

Programming In Python For Data Analytics And Data Science. Learn Statistical Analysis, Data Mining And Visualization

• Udemy
• 11 hours 4 minutes
• Self-Paced
• Paid Course