Published 8/2024
Created by Learnify IT
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 26 Lectures ( 5h 36m ) | Size: 3.12 GB
Machine Learning Tutorial: Python-Based Predictive Analytics
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.
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.
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