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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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Showing 123 courses

IBM

Introduction to Data Analytics

4.720,861 ratings

Ready to start a career in Data Analysis but don’t know where to begin? This course presents you with a gentle introduction to Data Analysis, the role of a Data Analyst, and the tools used in this job. You will learn about the skills and responsibilities of a data analyst and hear from several data…

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

Great Learning

Introduction to Text Mining

4.783 ratings

Text Mining is an essential part of Natural Language Processing as this is the digital era and the contet is more text based. In this course we will learn basic concepts of text mining such as data analytics, corpus, data cleanin…

  • Great Learning Academy
  • 1 hour
  • Self-paced
  • Free course
  • Free certificate
  • Beginner

freeCodeCamp

Six Quick Python Projects

Improve your Python programming skills by coding six different Python projects. You will create a web scraping program, a bulk file renamer, a weather program, a countdown timer, a password generator, and a QR code encoder / decoder. ✏️ Course developed by Code With Tomi. Check out his channel: htt…

Free video
  • YouTube
  • 1 hour
  • Self-paced
  • Free video

Gate Smashers

Data Warehouse & Data Mining

Data Warehousing and Data Mining are essential for managing and analyzing vast amounts of data, helping businesses make informed decisions. Whether you are a beginner, student, or preparing for competitive exams, certifications, or job interviews, this complete playlist covers everything you need t…

Video playlist
  • YouTube
  • 25 videos, 3.5 hours
  • Self-paced
  • Free video

IBM

Machine Learning Capstone

4.7218 ratings

This Machine Learning Capstone course uses various Python-based machine learning libraries, such as Pandas, sci-kit-learn, and Tensorflow/Keras. You will also learn to apply your machine-learning skills and demonstrate your proficiency in them. Before taking this course, you must complete all the p…

  • Coursera
  • 5 weeks of study, 4-6 hours/week 
  • Self-paced
  • Paid certificate

The Hong Kong University of Science and Technology

Big Data Technology Capstone Project

4.85 ratings

The Big Data Technology Capstone Project will allow you to apply the techniques and theory you have gained from the four courses in this MicroMasters program to a medium-scale project.

  • edX
  • 4 weeks, 6 - 10 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

freeCodeCamp

Web Scraping with Python - Beautiful Soup Crash Course

Learn how to perform web scraping with Python using the Beautiful Soup library. ✏️ Tutorial by JimShapedCoding. Check out his YouTube Channel: https://www.youtube.com/channel/UCU8d7rcShA7MGuDyYH1aWGg 🔗 You can get code snippets here: https://github.com/jimdevops19/codesnippets/tree/main/Python%20We…

Free video
  • YouTube
  • 1 hour
  • Self-paced
  • Free video

freeCodeCamp

Selenium Course for Beginners - Web Scraping Bots, Browser Automation, Testing (Tutorial)

Learn Selenium by building a web scraping bot in Python. Selenium is a powerful web automation tool that can be used for browser automation, to test front-end code, and create web scraping bots. 💻 Code: https://github.com/jimdevops19/SeleniumSeries ✏️ Course developed by JimShapedCoding. Check out…

Free video
  • YouTube
  • 3 hours
  • Self-paced
  • Free video

IBM

Mastering Generative AI: Model Foundations and NLP

Gain job-ready skills in generative AI and NLP that employers need. Enhance your resume with in-demand expertise that will help you stand out as an AI engineer, AI developer, or data scientist.

  • edX
  • 2 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Tech With Tim

Python Selenium Tutorials

This python selenium tutorial is designed to teach you how to do website automation with python! This includes web scraping, creating bots and much more...

Video playlist
  • YouTube
  • 6 videos, 1.5 hours
  • Self-paced
  • Free video

CodeWithHarry

Ultimate Web Scraping tutorial

Checkout DataImpulse: https://dataimpulse.com/?utm_source=Youtube&utm_medium=Video&utm_campaign=CodeWithHarry In this video, we dive into the world of web scraping, covering essential techniques and tips to gather data from the web securely and efficiently. Web scraping can unlock valuable insights…

Free video
  • YouTube
  • 40 minutes
  • Self-paced
  • Free video

freeCodeCamp

Scrapy Course – Python Web Scraping for Beginners

The Scrapy Beginners Course will teach you everything you need to learn to start scraping websites at scale using Python Scrapy. The course covers: - Creating your first Scrapy spider - Crawling through websites & scraping data from each page - Cleaning data with Items & Item Pipelines - Saving dat…

Free video
  • YouTube
  • 4.5 hours
  • Self-paced
  • Free video

University of Illinois Urbana-Champaign

Cluster Analysis in Data Mining

4.5411 ratings

Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. This includes partitioning methods such as k-means, hierarchical methods such as BIRCH, and density-based methods such as DBSCAN/OPTICS. Moreover, learn methods f…

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

MIT OpenCourseWare

Data Mining

Data that has relevance for managerial decisions is accumulating at an incredible rate due to a host of technological advances. Electronic data capture has become inexpensive and ubiquitous as a by-product of innovations such as the internet, e-commerce, electronic banking, point-of-sale devices, b…

  • MIT
  • Self-paced
  • Free course
  • Advanced

Great Learning

Introduction to Web Scraping Libraries

A beginner-focused free web scraping libraries course can reduce confusion by connecting ideas with situations learners actually recognize. The course introduces setup, syntax, core logic, and debugging in a way that shows how the pieces work together. Instead of treating web scraping libraries as…

  • Great Learning Academy
  • 1.5 hours
  • Self-paced
  • Free course
  • Free certificate
  • Beginner