← Free Learning Library

Machine Learning

Machine Learning with Python: A Complete Beginner's Path

Learn machine learning from scratch with Python, covering core concepts, popular algorithms, and hands-on projects.

Learn from: the original creator. Original content published on YouTube. DigitalSkillX organizes these public resources into a structured learning path. DigitalSkillX does not claim ownership or partnership.

Lessons
0
Level
beginner

Lesson video is unavailable. Open the original source on YouTube when a link is provided below.

About this path

This learning path is built from a Simplilearn YouTube playlist designed for beginners. It starts with Python basics and essential libraries, then moves into core machine learning concepts and algorithms like linear regression, decision trees, and neural networks. You'll also find practical tutorials, career guidance, and full-length courses to deepen your understanding. Each video builds on the previous one, so follow the order for a smooth learning experience.

What you will learn

  • Understand what machine learning is and its real-world applications
  • Learn Python basics and key libraries like Pandas, NumPy, and Matplotlib
  • Differentiate between supervised, unsupervised, and reinforcement learning
  • Implement and evaluate popular ML algorithms in Python
  • Gain career insights and prepare for machine learning interviews

Who this is for

Beginners who want a structured free introduction before deeper practice.

Curriculum

Your progress

0 of 0 lessons completed.

Complete this learning path to become eligible for your DigitalSkillX certificate.

Related learning