Published 1/2025
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 15h 52m | Size: 7.1 GB
Learn Python programming and master machine learning fundamentals. Build real-world projects.
What you’ll learn
Understand Python programming fundamentals, including variables, data types, and control flow.
Build and preprocess datasets for machine learning pipelines using Python.
Train and evaluate supervised learning models, such as regression and classification.
Write clean, efficient Python code for data analysis and machine learning workflows.
Implement machine learning models for regression, classification, and clustering tasks.
Handle missing data, scale features, and encode categorical variables for ML pipelines.
Build real-world projects, including housing price prediction and market segmentation.
Requirements
No prior programming or machine learning experience is required—everything will be covered from scratch!
A willingness to learn and work on practical projects.
An interest in solving problems with data and machine learning.
Description
Are you ready to start your journey into Python programming and machine learning? This course is your ultimate guide to becoming a skilled Python programmer and mastering machine learning from scratch. Whether you’re a beginner or have some experience, this course will take you from zero to hero with a practical, hands-on approach.What You’ll Learn:Python Fundamentals: Master variables, data types, control flow, functions, and libraries.Data Preprocessing: Learn to clean, scale, and transform data for machine learning models.Machine Learning Basics: Build regression and classification models with real-world datasets.Advanced ML Techniques: Explore clustering, dimensionality reduction, and ensemble learning.Real-World Projects: Solve practical problems like predicting housing prices and customer segmentation.Why Take This Course?This course is designed for learners who want to gain practical programming and machine learning skills. You’ll work on real-world projects, gaining confidence to apply these skills in various industries. By the end of the course, you’ll have a strong portfolio and the ability to build your own machine learning models.Who This Course is For:Complete beginners looking to learn Python and machine learning.Professionals aiming to enhance their data science skills.Students and developers curious about applying machine learning in real-world scenarios.Join now to kickstart your career in data science and AI!
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