Description
The Professional Certificate in Data Mining & Machine Learning is a course on extracting meaningful patterns from large data sets and building intelligent models using machine learning techniques, published by Udemy Online Academy. It is a career-focused program that provides a solid foundation in extracting meaningful patterns from large data sets and building intelligent models using machine learning techniques. Designed for analysts, data scientists, and IT professionals, the course combines theoretical concepts with practical applications to prepare individuals to solve real-world problems in data-driven industries. Through hands-on projects and case studies, individuals gain the skills needed to analyze data, discover insights, and implement predictive systems.
Embark on a transformative journey from beginner to pro in machine learning with our comprehensive Professional Certificate in Data Mining & Machine Learning. In this carefully curated masterclass, you will explore the world of data science and learn valuable skills and techniques that will not only prepare you for a career, but also enable you to excel in the rapidly evolving field of machine learning. This course is designed based on a comprehensive analysis of the skill sets required for data science, data mining, and machine learning positions at major tech employers. The course curriculum covers a wide range of machine learning, artificial intelligence, and data mining techniques that are in high demand among employers.
What you will learn in Professional Certificate in Data Mining & Machine Learning:
- Univariate linear regression, multivariate linear regression, logistic regression, naive Bayes classifier, trees, SVM, random forest
- Unsupervised learning – clustering, K-Means clustering
- Data preprocessing – NumPy, Pandas, matplotlib, etc.
- Evaluating machine learning algorithms: accuracy, recall, F-measure, confusion matrices
- Deep Convolutional Generative Adversarial Networks (DCGAN)
- Python programming basics for data science
- And…
Course specifications
Publisher: Udemy
Instructors: Academy of Computing & Artificial Intelligence
Language: English
Level: Introductory to Advanced
Number of Lessons: 244
Duration: 56 hours and 57 minutes
Course topics on 2024/1
Professional Certificate in Data Mining & Machine Learning Prerequisites
Computer
Pictures
Professional Certificate in Data Mining & Machine Learning introduction video
Installation guide
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English subtitle
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