Data Mining Courses and Certifications

NPTEL;  IIT Kharagpur

Business Analytics for Management Decision

17 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

PASS Data Community Summit

Data Mining in SQL Server Analysis Services

Explore advanced data mining techniques using SQL Server Analysis Services to uncover hidden patterns and gain valuable insights from your datasets.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Conference Talk

LASCON

Hunting Twitter Bots at Scale - 2018

Explore techniques to identify and track automated Twitter accounts using data collection, attribute analysis, and machine learning classifiers for large-scale bot detection.

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

Elvis Saravia

Building Tools and Frameworks for Large-Scale Social Media Mining

Learn to build tools and frameworks for large-scale social media mining, focusing on creating data infrastructure for COVID-19 research using Twitter data. Gain insights on challenges, solutions, and best practices.

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

Neuro Symbolic

Itemset Mining and the A Priori Algorithm

Explore the A Priori algorithm for efficient itemset mining, a crucial technique in data analysis and association rule learning.

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

UofU Data Science

Graph Embeddings - Lecture 25

Explore graph embeddings from MDS and Laplacian-based approaches to DeepWalk, with insights on word vector embeddings and bias in this comprehensive lecture.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Data Science Conference

New Extractivism - Digital Exploitation in the Information Age

Explore how digital extractivism extends colonial practices into modern times, examining its impact on human behavior, DNA, emotions, and natural resources while reshaping global power dynamics.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

DSDSD - Dutch Seminar on Data Systems Design

Efficient Detection of Multivariate Correlations in Static and Streaming Data

Discover efficient algorithms for detecting multivariate correlations in data systems, exploring novel approaches that outperform existing methods by analyzing static and streaming datasets.

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

Center for Language & Speech Processing(CLSP), JHU

Inductive Databases and Knowledge Scouts

Explore intelligent agents for automated knowledge discovery in databases using KGL-1 scripts. Learn about association rules, graphs, and real-world applications in medical and youth behavior data mining.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

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

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

Introduction to Julia

132 ratings at DataCamp

Get Started with Julia ProgrammingJulia is a new and exciting programming language designed from its foundations to be the ideal language for scientific computing, machine learning, and data mining.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Data Manipulation in Julia

40 ratings at DataCamp

Julia is a new and exciting programming language designed for machine learning, scientific computing, and data mining.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Predictive Analytics using Networked Data in R

32 ratings at DataCamp

In this course, you will learn to perform state-of-the art predictive analytics using networked data in R.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Career Certificate

PostgreSQL for Everybody

1447 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