Harvard University
Data Science: Wrangling
4.436 ratingsLearn to process and convert raw data into formats needed for analysis.
- edX
- 8 weeks, 2 - 3 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Beginner
Free online
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.
123 courses
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MIT OpenCourseWare
Prediction: Machine Learning and Statistics
Prediction is at the heart of almost every scientific discipline, and the study of generalization (that is, prediction) from data is the central topic of machine learning and statistics, and more generally, data mining. Machine learning and statistical methods are used throughout the scientific wor…
- MIT
- Self-paced
- Free course
- Advanced
Harvard University
CS50's Computer Science for Lawyers
This course is a variant of Harvard University's introduction to computer science, CS50, designed especially for lawyers (and law students).
- edX
- Self-paced
- Free to audit
- Paid certificate
- Beginner
Stanford Online
Introduction to Clinical Data
4.6517 ratingsThis course introduces you to a framework for successful and ethical medical data mining. We will explore the variety of clinical data collected during the delivery of healthcare. You will learn to construct analysis-ready datasets and apply computational procedures to answer clinical questions. We…
- Coursera
- 12 hours
- Self-paced
- Paid · free trial
- Paid certificate
Great Learning
Data Mining
4.52,694 ratingsThis Data Mining course will introduce you to prominent Data Mining concepts. The course begins by introducing you to data description concepts. You will understand the basics of data, data manipulation, and skewness using histograms in the first half of the course. You will then learn to visualize…
- Great Learning Academy
- 2.5 hours
- Self-paced
- Free course
- Free certificate
- Intermediate
Great Learning
Data Science in Hindi
4.41,225 ratingsData science is a protean field that uses scientific processes, methods, algorithms, and systems to extract multiple insights and knowledge from data in various structured and unstructured forms, similar to data mining. A data scientist can understand data, identify patterns, and make predictions u…
- Great Learning Academy
- 2 hours
- Self-paced
- Free course
- Free certificate
- Beginner
University of Michigan
Using Python to Access Web Data
4.844,586 ratingsThis course will show how one can treat the Internet as a source of data. We will scrape, parse, and read web data as well as access data using web APIs. We will work with HTML, XML, and JSON data formats in Python. This course will cover Chapters 11-13 of the textbook “Python for Everybody”. To su…
- Coursera
- 6 weeks of study, 2-4 hours/week
- Self-paced
- Paid · free trial
- Paid certificate
IBM
Python for Data Engineering Project
4.716 ratingsMaster essential data engineering skills in this module by collecting data using APIs and web scraping, extracting data from various file formats, and transforming it for analysis. Log data operations, share your Jupyter Notebook in Watson Studio, and engage in peer reviews.
- edX
- 1 weeks, 3 - 4 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Intermediate
The Hong Kong University of Science and Technology
Data Mining and Knowledge Discovery
4.98 ratingsLearn how to discover knowledge in data via data mining.
- edX
- 8 weeks, 6 - 10 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Intermediate
Stanford University
Mining Massive Datasets
The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.
- edX
- Self-paced
- Free to audit
- Paid certificate
- Advanced
CS545 - Information and Data Analytics Seminar Series
This seminar features leading Industrial and academic experts on big data analytics, information management, data mining, machine learning, and large-scale data processing.
Video playlist
- YouTube
- 5 videos, 4.5 hours
- Self-paced
- Free video
Great Learning
Web Scraping with Python
4.41,063 ratingsInformation Gathering, Data Mining, and Web Automation are now easier with Web Scraping, and this free course aims to get you acquainted with Web Scraping with Python. You will start by getting an overview of Python fundamentals, installation processes, variables, and data types. You will get intro…
- Great Learning Academy
- 30 minutes
- Self-paced
- Free course
- Free certificate
- Beginner
- NPTEL
- 43 lectures
- Self-paced
- Free course
- Paid certificate
University of Cambridge
The impact of big data on healthcare
Explore the transformative role of big data in healthcare with our comprehensive course. Gain expertise in advanced data technologies, focusing on cutting-edge tools and platforms for health data management. Learn essential data mining and analytics skills to extract valuable insights from extensiv…
- edX
- 10 weeks, 4 - 7 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Intermediate
Great Learning
Basics of Python Data Wrangling
4.5302 ratingsReal datasets rarely arrive clean, which is why data wrangling becomes a practical skill before analysis or modeling. This free Python data wrangling course introduces data cleaning, data transformation, regular expressions, web scraping, handling time series data, data visualization, and statistic…
- Great Learning Academy
- 2 hours
- Self-paced
- Free course
- Free certificate
- Intermediate
The Georgia Institute of Technology
Computing for Data Analysis
4.113 ratingsA hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
- edX
- 15 weeks, 9 - 11 hours per week
- Fixed dates
- Free to audit
- Paid certificate
- Advanced
KU Leuven
Data Analytics in Health – From Basics to Business
Improve diagnostics, care and curing by effectively applying data analytics in healthcare and spot entrepreneurial opportunities.
- edX
- Fixed dates
- Free to audit
- Paid certificate
- Intermediate
Great Learning
Apriori Algorithm
4.7111 ratingsThis free course will familiarize you with Apriori, a classic data mining algorithm used in mining frequent itemsets and associated rules. In order to understand the Apriori algorithm better, you must first comprehend conjoint analysis. Hence, you will next get introduced to conjoint analysis and u…
- Great Learning Academy
- 2 hours
- Self-paced
- Free course
- Free certificate
- Intermediate
IBM
What is Data Science?
4.777,901 ratingsDo you want to know why data science has been labeled the sexiest profession of the 21st century? After taking this course, you will be able to answer this question, understand what data science is and what data scientists do, and learn about career paths in the field. The art of uncovering insight…
- Coursera
- 3 weeks of study, 2-3 hours/week, 1 optional week
- Self-paced
- Paid · free trial
- Paid certificate
IBM
Web Scraping for Python using Beautiful Soup
A short hands-on project: BeautifulSoup, Python.
Guided project
- Cognitive Class
- 30 minutes
- Self-paced
- Free course
- Beginner