Udemy – Mastering Machine Learning: From Basics to Advanced 2025-1

Udemy – Mastering Machine Learning: From Basics to Advanced 2025-1 Downloadly IRSpace

Apr 18, 2025 - 18:24 Updated: Aug 17, 2025 - 18:23

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Udemy – Mastering Machine Learning: From Basics to Advanced 2025-1

Mastering Machine Learning: From Basics to Advanced is a course that provides a deep understanding of machine learning concepts, techniques, and applications, published by Udemy Online Academy. Starting with the basics, it covers supervised and unsupervised learning, data preprocessing, feature engineering, and model evaluation. As the course progresses, it moves on to advanced topics such as deep learning, neural networks, reinforcement learning, and natural language processing. Case studies and real-world projects help learners develop practical skills for using machine learning in a variety of domains, including finance, healthcare, and artificial intelligence.

In this course, you will understand the principles of machine learning, its types, and key concepts; preprocess data by cleaning, scaling, encoding, and partitioning for ML pipelines; build regression models to predict numerical outcomes, from linear to regular methods; build powerful classification models such as logistic regression, decision trees, and SVM; and master advanced techniques such as ensemble learning, clustering, and dimensionality reduction. By completing this training course, you will be able to utilize the full potential of machine learning.

What you will learn in Mastering Machine Learning: From Basics to Advanced:

Master the fundamentals of machine learning, including supervised and unsupervised learning
Build robust machine learning models using Python and industry-standard libraries like Scikit-learn and Pandas
Effectively pre-process data for machine learning pipelines, including scaling, encoding, and partitioning datasets
Use advanced techniques like ensemble learning, dimensionality reduction, and clustering for real-world applications
Understand and implement key concepts like overfitting, underfitting, and hyperparameter tuning
Work on practical projects like housing price forecasting, customer segmentation, and fraud detection
And…

Course specifications

Publisher: Udemy
Instructors: TechSavant Forge
Language: English
Level: Introductory
Number of Lessons: 40
Duration: 8 hours and 58 minutes

Course topics

Mastering Machine Learning From Basics to Advanced Co

Mastering Machine Learning: From Basics to Advanced Prerequisites

A basic understanding of programming (preferably Python) is recommended but not mandatory.
Familiarity with high school-level mathematics (algebra and statistics).
A computer with internet access to set up the necessary development environment.
An eagerness to learn, experiment, and work on hands-on projects.

Udemy – Mastering Machine Learning: From Basics to Advanced 2025-1