description in this course, you will learn: be able to create a data mining workflow for addressing a clustering problem and collecting potentially useful association rules. be able to solve a clustering problem by using the right closeness measure and selecting the "optimal clustering model" (...
You’ll address common pitfalls and challenges to accessing data, as well as assessing the ethics of data mining, giving you a broader understanding of how and when data mining should be used in different contexts. You’ll finish this course understanding what Weka is and how to gather and ...
Course Info Course Evaluation Target Trainees Those who want to master data mining capabilities; big data practitioners and majors, anyone who is interested in big data. Course Objectives On the completion of this course, you will be able to: ...
In the Open University Learning Analytics Dataset, I found many online students clicked the course materials before the first day of class. This study aims to investigate how data mining models can use this student interaction data to predict their academic performance. In this ...
This paper investigates the common syntax errors students encounter when programming in Python using data from a large-scale online beginner course. We firstly analyse the error distribution to find differences between passing and failing students and then use clustering and Markov chains to identify cl...
Choose a full specialization or courseseries, like those from Coursera, edX, and Udacity, or learn individual topics,like machine learning, deep learning, artificial intelligence, data mining,data analytics, data cleaning, data visualization, web scraping, and much morewith standalone courses, like ...
Pre-University Online Course for High School Students 课程日期:Classes: 2024年7月22日-8月2日(Online IT induction and introduction to the course: 2024年7月19日)学费:£900 申请要求: 高中生(16-18岁); 高中成绩均分70%+; 雅思5.5或其他同等水平英语考试。
Course 1: Linux and Python Fundamentals Course 2: Data Wrangling with SQL Course 3: Python with Data Science Course 4: Linear Algebra and Advanced Statistics Course 5: Machine Learning and Prediction Algorithms Course 6: Supervised and Unsupervised Learning in ML Course 7: Deep Learning with Tenso...
This online Data Science course, in collaboration with iHUB, IIT Roorkee & Microsoft, will help you to elevate your Data Science career. In this course you will master skills like Python, SQL, Statistics, Machine Learning, AI, Power BI & Generative AI, along with real-time industry-oriented...
The courses delve into machine learning, data mining, big data, and deep learning, as well as coding skills in Python, SQL, R, and SAS. 7. Advanced-Data Structures Instructor: Prof. Erik Demaine+ Commitment: 22 sessions, 90mins/session This course serves as a broad overview of the many...