Computer Science and Engineering

NPTEL provides E-learning through online Web and Video courses various streams.

Most Viewed Data Mining Talks at Videolectures

Watch the top 25 most viewed popular data mining lectures on VideoLectures.NET to learn about topics ranging general big-data tutorials to monetizing data mining startups.

Lecture Videos

This page contains lectures videos for the data mining course offered at RPI in Fall 2019.

Introduction to Data Mining

Free Video Languages. English Duration & workload. 1 hour 19 minutes. Sessions. On-Demand Share Found in. Data Mining Courses ... Learn foundational concepts of data mining in this …

IE 500 Data Mining | Universität Mannheim

Lecture Videos; Thesis Guidelines; Course Details. Courses for Master Candidates. IE 695 Reinforcement Learning; IE 500 Data Mining; IE 560 Decision Support; IE 661 Text Analytics; DS 203: Responsible AI; IE 650 …

R and Data Mining

YouTube playlists for the videos of the course: week 1; week 2; week 3 and week 4. Learn about the most effective machine learning techniques, and gain practice implementing them and …

R and Data Mining

The lectures in week 3 give an excellent introduction to MapReduce and Hadoop, and demonstrate with examples how to use MapReduce to do various tasks. Statistical Aspects of Data Mining with R. Five-hour lecture videos on YouTube. Natural Language Processing. A course at Stanford University, containing 18 videos, with each of over 1 hour length

CS725

We provide services to students and learners by presenting the latest, effective and comprehensive video lectures, notes, and much more stuff.

Open Courseware

Lecture Videos CS725_Topic001: CS725 001 CS725_Topic002: CS725 002 CS725_Topic003 ... Lecture Title: Introduction: Why Data Mining?

Syllabus | Data Mining | Sloan School of Management

Lectures: 3 sessions / week, 1 hour / session ... Data mining is a rapidly growing field that is concerned with developing techniques to assist managers to make intelligent use of these repositories. A number of successful applications have been reported in areas such as credit rating, fraud detection, database marketing, customer relationship ...

CSCI4390-6390 Data Mining

This course focuses on fundamental algorithms and core concepts in data mining and machine learning. The emphasis is on leveraging geometric, algebraic and probabilistic viewpoints, as well as algorithmic implementation. Class Hours: 10AM-11:50AM Mon/Thurs, Troy 2012. Instructor Office Hours: 12-1PM Mon/Thurs (Lally 209)

Class Videos | Mathematics of Big Data and Machine …

This page provides the full collection of class videos, including the lecture sessions as well as the demo sessions, in this Lincoln Lab course, D4M: Signal Processing on Database of January 2020. ... Data Mining; Learning Resource Types theaters Lecture Videos. notes Lecture Notes. …

Most Viewed Data Mining Videos on YouTube

5. Lecture - 34 Data Mining and Knowledge Discovery (89,698 views) This video is part of a lecture series in a database systems class. It focuses on data mining and knowledge discovery and acts as a good introduction to the topic in an academic setting.

Data Mining Lecture 3: Introduction to Data Mining III

فيديو شرح Data Mining Lecture 3: Introduction to Data Mining III ضمن كورس التنقيب عن البيانات شرح قناة eLearning Centre - IUG - Video Lectures، الفديو رقم 3 مجانى معتمد اونلاين

Data Mining (Prof. Pabitra Mitra, IIT Kharagpur): Lecture 01

Data Mining. Data Mining. Instructor: Prof. Pabitra Mitra, Department of Computer Science and Engineering, IIT Kharagpur. Data mining is study of algorithms for finding patterns in large data sets. It is an integral part of modern industry, where data from its operations and customers are …

2 | Lecture 2: Data Mining

فيديو شرح Lecture 2: Data Mining اونلاين مجانا. دروس الكورس. 1- Lecture 1: Introduction to Data Mining 2- Lecture 2: Data Mining 3- Data Mining Lecture 3: Introduction to Data Mining III 4- Data Mining Lecture 4: Data Understanding and Preparation 5- Data Mining Lecture 5: Data Understanding and Preparation - 5 6- Data Mining Lecture 6: Data Understanding and ...

CS145: INTRODUCTION TO DATA MINING

CS145: INTRODUCTION TO DATA MINING Instructor: Yizhou Sun. [email protected] September 23, 2021. 1: Introduction

Most Viewed Data Mining Videos on YouTube

The top Data Mining YouTube videos by those like Google and Revolution Analytics covers topics ranging from statistics in data mining to using R for data mining to data mining in sports.

CSE, IIT-Roorkee LECTURE 1: INTRODUCTI

Related Field Statistics: more theory-based more focused on testing hypotheses Machine learning more heuristic focused on improving performance of a learning agent also looks at real-time learning and robotics – areas not part of data mining Data Mining and Knowledge Discovery integrates theory and heuristics focus on the entire process of knowledge discovery, including …

Lecture Videos | Universität Mannheim

Data Mining (Prof. Paulheim) Natural Language Processing and Information Retrieval (Prof. Ponzetto) Artificial Intelligence (Prof. Stuckenschmidt) ... Lots of thanks to the Referat Neue Medien of the Stabsstelle Studium und Lehre for …

Lecture Notes | Mathematics of Big Data and …

Data Mining; Learning Resource Types theaters Lecture Videos. notes Lecture Notes. co_present Instructor Insights. Download Course. Over 2,500 courses & materials Freely sharing knowledge with learners and educators around the …

Data Mining online course video lectures by IIT Kharagpur

Sam. Sep 12, 2018. Excellent course helped me understand topic that i couldn't while attendinfg my college. Reply

NPTEL : NOC:Data Mining (Computer Science and …

Lecture 1 - Introduction, Knowledge Discovery Process. NPTEL Video Course : NOC:Data Mining Lecture 1 - Introduction, Knowledge Discovery Process

Data Mining

Data mining is study of algorithms for finding patterns in large data sets. It is an integral part of modern industry, where data from its operations and customers are mined for gaining business insight. It is also important in modern scientific …

CS059

Lecture 1: Introduction to Data Mining (ppt, pdf) Chapters 1,2 from the book " Introduction to Data Mining " by Tan Steinbach Kumar. Lecture 2 : Data, pre-processing and post-processing ( ppt, pdf )

Data Mining Introduction to Data Mining

21.04.2021 Video Lecture Regression Exercise Regression 28.04.2021 Video Lecture Text Mining Exercise Text Mining 5.05.2021 Video Lecture Association Analysis Exercise Association Analysis 12.05.2021 Introduction to the Student Projects and Group Formation Preparation of Project Outlines 19.05.2021 Feedback on Project Outlines Project Work

Introduction to Databases and Data Mining

Researchers analyze data about the human genome to find treatments for diseases. Policymakers analyze socioeconomic data to gain insights that guide their decisions. Online …

references

The PASCAL Project's video library (PASCAL is Pattern Analysis, Statistical Modelling and Computational Learning).. I have never found anything that even comes close--either in the number of videos, in the average quality, or in scope. The Project scope is Machine Learning; each video lecture is annotated with one or more tags which represent hierarchical …

Data Mining | eLearning Centre

2 | Lecture 2: Data Mining 01:08:05; 3 | Data Mining Lecture 3: Introduction to Data Mining III 01:17:07; 4 | Data Mining Lecture 4: Data Understanding and Preparation 01:08:43; 5 | Data Mining Lecture 5: Data Understanding and Preparation - 5 01:02:40; 6 | Data Mining Lecture 6: Data Understanding and Preparation - 6 00:54:23

Data Mining

The Data Mining Specialization teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language text. ... Courses 2 - 5 of this Specialization form the lecture component of courses in the online Master of Computer Science Degree in Data Science

Top Data Mining Resources: 50 Tutorials, Articles …

VideoLectures.NET features more than 760 data mining video lectures from distinguished speakers, making it a robust data mining resource. …

Data Mining (Prof. Pabitra Mitra, IIT Kharagpur): Lecture 01

Data mining is an interdisciplinary topic involving, databases, machine learning and algorithms. The course will cover the fundamentals of data mining. It will explain the basic algorithms like data preprocessing, association rules, classification, clustering, sequence mining and …

CS246 | Home

Logistics. Lectures: are on Tuesday/Thursday 3:00-4:20 PM PDT in person in the NVIDIA Auditorium. Lecture Videos: are available on Canvas for all the enrolled Stanford students. You can also check our past Coursera MOOC.; Public …