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Python Machine Learning: From Beginner to Pro

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Machine Learning Tutorial: Python-Based Predictive Analytics
4.2
4.2/5
(198) Ratings
18,803 students
Created by Learnify IT
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What you'll learn

  • Gain a solid understanding of Python programming, including syntax, data structures, and control flow.
  • Explore the core principles and algorithms of machine learning, such as supervised and unsupervised learning.
  • Learn techniques for cleaning, preparing, and transforming data for machine learning models.
  • Discover methods for creating new features or selecting relevant features for model building.
This course includes:
5.5 total hours on-demand video
0 articles
0 downloadable resources
26 lessons
Full lifetime access
Access on mobile and TV
Certificate of completion
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Course content

Requirements

  • No experience required

Description

Are you eager to dive into the exciting world of machine learning and harness the power of Python? This comprehensive course is designed to guide you from a beginner to a proficient machine learning practitioner.

Key Learning Objectives:

  • Master Python Fundamentals: Gain a solid understanding of Python programming, essential for machine learning.

  • Explore Machine Learning Concepts: Learn the core principles and algorithms of machine learning, including supervised and unsupervised learning.

  • Work with Real-World Datasets: Practice data cleaning, preprocessing, and feature engineering using real-world datasets.

  • Build Predictive Models: Develop various machine learning models, such as linear regression, logistic regression, decision trees, random forests, and neural networks.

  • Evaluate Model Performance: Learn to assess model accuracy, precision, recall, and other metrics.

  • Apply Machine Learning in Practice: Discover real-world applications of machine learning in fields like finance, healthcare, and marketing.

Course Highlights:

  • Hands-On Projects: Engage in practical exercises and projects to reinforce your learning.

  • Step-by-Step Guidance: Follow clear explanations and coding examples.

  • Real-World Examples: Explore real-world use cases of machine learning.

  • Expert Instruction: Learn from experienced machine learning professionals.

  • Lifetime Access: Enjoy unlimited access to course materials.

Who This Course is For:

  • Beginners in machine learning who want to learn Python.

  • Data analysts or scientists looking to enhance their skills.

  • Professionals seeking to apply machine learning to their work.

Who this course is for:

  • Beginners in machine learning who want to learn the fundamentals using Python.
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