Course Syllabus Preview: Our course syllabus is structured to cover the critical aspects of big data, ensuring learners acquire a comprehensive understanding of big data analytics tools, techniques, and their applications. Here’s an overview of the major topics and their subtopics: ...
KDNuggets – Data Mining Course KDNuggets is a well-known business and data science website and it has compiled its own free data mining syllabus. There are modules on machine learning, statistical concepts such as decision trees, regression, clustering and classification (see my data science glo...
Data Science CourseSyllabus Live CourseSelf-PacedIndustry ExpertAcademic Faculty Preparatory Session - Linux and Python Preview Python Learn the basics of Python, along with how to use them in IDEs Deep dive into the fundamentals of OOPS concepts like Classes, Objects, Inheritance, etc. ...
View ProgramSyllabusStep 2 - Removing Duplicate and Irrelevant DataRemoving duplicates and irrelevant data is the next crucial step when it comes to data cleaning in data mining. It helps to ensure your dataset is focused and efficient. This reduces processing time and improves the accuracy of ins...
Syllabus WEEK 1 Introduction to Data Mining Project This module provides a general introduction of data mining project from the architect's perspective, focusing on the initial brainstorming of project ideas. WEEK 2 Project Proposal This module discusses in detail what should be included in the proj...
View ProgramSyllabus Take your data career to the next level by mastering the Top Data Science Skills that are in high demand across the job market. Top Data Science Skills to Learn 1 Data Analysis Course Inferential Statistics Courses 2 Hypothesis Testing Programs Logistic Regression Courses 3 Lin...
Data Science Course Syllabus Download Brochure Live Course Self-Paced Industry Expert Academic Faculty Preparatory Session - Linux and Python Preview Python Learn the basics of Python, along with how to use them in IDEs Deep dive into the fundamentals of OOPS concepts like Classes, Objects, ...
We have analyzed modern trends in intelligent security systems research and practice and worked out a syllabus for a new university course in the area of data mining and machine learning with applications to cybersecurity. The course is for undergraduate and graduate students studying the cyber...
In this course, you will learn how and when to use key methods for educational data mining and learning analytics on this data. You will examine the methods being developed by researchers in the educational data mining, learning analytics, learning-at-scale, student modeling, and artificial intel...
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