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Learn Python and Machine Learning in One Video in 10 hours | Full Course for Beginners

AnuTech-CH

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Learn Python and Machine Learning in One Video in 10 hours | Full Course for Beginners

2 590 просмотров · 4 недели назад
AnuTech-CH
873 подписчика
2 590 просмотров · 4 недели назад
Learn Python and Machine Learning in One Video in 10 hours | Full Course for Beginners Welcome to the complete Python and Machine Learning course! In this full-length tutorial, you’ll learn Python programming from the basics and gradually move into Machine Learning concepts, algorithms, implementation, and real-world applications. This is designed for beginners, students, programmers, and aspiring AI/ML engineers who want to build a strong foundation in Python and Machine Learning. 📚 What You’ll Learn 🐍 Python Programming TimeStamps: 00:00:00- Introduction 00:00:34- Python Basics 00:03:09- Variables 00:07:21- Data Types 00:20:28-Operators 01:07:20- User Input and Type Casting 01:12:17- Conditional Statement 01:18:32- For Loop 01:22:24- While Loop 01:26:34- String 01:54:50- List 03:41:34- Set 04:17:04- Tuple 05:04:07- Dictionary 05:40:54- Functions 05:57:10- Modules, Packages, and Libraries 🧠 Machine Learning Fundamentals TimeStamps: 06:09:21 - What is Machine Learning? 06:15:24 - Supervised Machine Learning 06:20:46- Unsupervised Machine Learning 06:26:28 - What is Regression? 06:47:33 - Linear Regression 06:47:51 - Polynomial Regression 07:01:44 - Logistic Regression 07:14:42 - Decision Trees 07:31:53 - Random Forest 07:51:37 - K-Nearest Neighbor(KNN) 08:09:41 - Support Vector Machine (SVM) 08:38:30 - Principal Component Analysis (PCA) 09:03:25 - Naive Bayes Algorithm 09:18:03 - K-means Clustering 09:31:41 - Hierarchical Clustering 09:50:30 - DBSCAN Clustering 10:03:59 - Underfitting and Overfitting 10:09:23 - Evaluation Metrics 10:15:34 - Conclusion 🎯 Who Is this For? • Python beginners • Machine Learning beginners • Computer Science students • Engineering students • Aspiring Data Scientists • Aspiring AI/ML Engineers By the end of this course, you’ll have a solid foundation in Python programming and Machine Learning and will be ready to move toward more advanced topics such as Deep Learning, Generative AI, and AI Engineering. If you find this tutorial helpful, like the video, subscribe to the channel, and share it with others who want to learn Python and Machine Learning. #Python #MachineLearning #PythonFullCourse #MachineLearningFullCourse #AI #ArtificialIntelligence #DataScience #PythonProgramming #MachineLearningPython #LearnPython 👍 Like, Share, and Subscribe for more videos on: Python | SQL | Artificial Intelligence | Generative AI | Machine Learning | Deep Learning 🔔 Hit the bell icon to stay updated with our upcoming videos! 🔴 Subscribe to our channel to get video updates. Hit the subscribe button : https://goo.gl/6ohpTV Do not miss: Python Tutorials -    • Python for Beginners   Generative AI (GenAI) -    • Generative AI   SQL -    • Python for Beginners