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Coursera – Practical Machine Learning: Foundations to Neural Networks Specialization 2026-2

Updated August 10, 2026 3.5 GB
Coursera – Practical Machine Learning: Foundations to Neural Networks Specialization 2026-2

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Descriptions

Practical Machine Learning: Foundations to Neural Networks Specialization, Offered by Dartmouth College. Advance your career with Machine Learning. Take your machine learning knowledge from theory to practical application with this specialization. You will learn foundational concepts, algorithms, and techniques, including supervised and unsupervised learning, neural networks, and deep learning. Through hands-on projects and real-world examples, you will gain practical skills to build, evaluate, and deploy machine learning models for a variety of applications.

What you’ll learn

  • Understand foundational concepts and algorithms in machine learning
  • Apply supervised and unsupervised learning techniques
  • Build and evaluate neural networks and deep learning models
  • Gain practical experience through hands-on projects
  • Deploy machine learning models for real-world applications

Who this course is for

  • Students and professionals interested in machine learning
  • Software engineers and data scientists seeking practical ML skills
  • Anyone aiming to build and deploy machine learning models

Specificatoin of Practical Machine Learning: Foundations to Neural Networks Specialization

  • Publisher : Coursera
  • Teacher : Peter Chin
  • Language : English
  • Level : Intermediate
  • Number of Course : 3
  • Duration : 3 months to complete at 8 hours a week

Content of Practical Machine Learning: Foundations to Neural Networks Specialization

Practical Machine Learning_ Foundations to Neural Networks Specialization

Requirements

Intermediate level

Probability and statistics

Multivariable calculus

Linear algebra

Prior programming experience

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Practical Machine Learning_ Foundations to Neural Networks Specialization

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Subtitle : English

Quality: 720p

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Course 1 – Foundations for Machine Learning

Download Part 1 – 1 GB

Download Part 2 – 539 MB

Course 2 – Machine Learning Fundamentals

Download Part 1 – 1 GB

Download Part 2 – 501 MB

Course 3 – Machine Learning with Neural Networks

Download- 504 MB

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File size

3.5 GB