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.
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