Artificial Intelligence and Machine Learning Full Course in just 6 hours | Master AI and ML
AnuTech-CH
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Artificial Intelligence and Machine Learning Full Course in just 6 hours | Master AI and ML
164 просмотра · 4 дня назад
AnuTech-CH
701 подписчик
164 просмотра · 4 дня назад
Artificial Intelligence and Machine Learning Full Course in just 6 hours | Master AI and ML
#ai #machinelearning
Welcome to the Complete Artificial Intelligence and Machine Learning Course 2026!
In this comprehensive tutorial, you’ll learn the fundamentals of Artificial Intelligence (AI) and Machine Learning (ML) and gradually move toward important algorithms, techniques, and real-world applications.
This course is for beginners, students, and programmers who want to build a strong foundation in Artificial Intelligence and Machine Learning.
📚 What You’ll Learn
🤖 Artificial Intelligence Fundamentals
TimeStamps:
00:00:00 - Introduction
00:00:50 - AI Agents?
00:11:04 - AI Chatbots Vs AI Agents
00:13:56 - Generative AI
00:31:27 - Generative Adversarial Networks (GANs)
00:37:43 - Large Language Model (LLM)
00:44:22 - Prompt Engineering
01:00:37 - Tokenization
01:07:28 - Transformer
01:15:26 - RAG
01:21:05 - Hallucination
01:26:50 - Fine Tuning
01:33:53 - Model Context Protocol (MCP)
01:38:43 - Multimodal AI
01:46:00 - Mixture of Experts (MoE)
01:50:17 - Vibe Coding
🧠 Machine Learning Fundamentals
TimeStamps:
01:56:46 - What is Machine Learning?
02:02:53 - Supervised Machine Learning
02:08:13- Unsupervised Machine Learning
02:13:51 - What is Regression?
02:18:14 - Linear Regression
02:35:24 - Polynomial Regression
02:49:07 - Logistic Regression
03:02:06 - Decision Trees
03:19:23 - Random Forest
03:38:59 - K-Nearest Neighbor(KNN)
03:57:05 - Support Vector Machine (SVM)
04:25:58 - Principal Component Analysis (PCA)
04:50:56 - Naive Bayes Algorithm
05:05:32 - K-means Clustering
05:19:05 - Hierarchical Clustering
05:37:54 - DBSCAN Clustering
05:51:23 - Underfitting and Overfitting
05:56:47 - Evaluation Metrics
06:02:58 - Conclusion
🎯 Who Is This Course For?
AI and Machine Learning beginners
Computer Science and Engineering students
Python programmers
Aspiring AI Engineers
Aspiring Machine Learning Engineers
Data Science beginners
Anyone interested in Artificial Intelligence
By the end of this course, you’ll have a strong understanding of Artificial Intelligence and Machine Learning fundamentals.
If you find this course useful, like the video, subscribe to the channel, and share it with others who want to learn Artificial Intelligence and Machine Learning.
#ArtificialIntelligence #MachineLearning #AIFullCourse #MachineLearningFullCourse #AI #DeepLearning #DataScience #Python #AIEngineer #MachineLearningTutorial
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