Artificial Intelligence and Deep Learning Full Course in just 4 hours!
AnuTech-CH
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Artificial Intelligence and Deep Learning Full Course in just 4 hours!
91 просмотр · 2 дня назад
AnuTech-CH
962 подписчика
91 просмотр · 2 дня назад
Artificial Intelligence and Deep Learning Full Course in just 4 hours!
#ai #deeplearning
Welcome to the Complete Artificial Intelligence and Deep Learning Course!
In this comprehensive tutorial, you’ll learn the fundamentals of Artificial Intelligence (AI) and Deep Learning 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 Deep Learning.
📚 What You’ll Learn
🤖 Artificial Intelligence Fundamentals
TimeStamps:
00:00:00 - Introduction
00:00:25 - AI Agents?
00:11:04 - AI Chatbots Vs AI Agents
00:13:53 - Generative AI
00:31:23 - Generative Adversarial Networks (GANs)
00:37:43 - Large Language Model (LLM)
00:44:22 - Prompt Engineering
01:00:33 - Tokenization
01:07:24 - Transformer
01:15:27 - RAG
01:21:00 - Hallucination
01:26:46 - Fine Tuning
01:33:56 - Model Context Protocol (MCP)
01:38:36 - Multimodal AI
01:45:59 - Mixture of Experts (MoE)
01:50:13 - Vibe Coding
🧠 Deep Learning Fundamentals
TimeStamps:
01:56:48 - Deep Learning?
02:02:53 - Neural Networks?
02:07:21 - Perceptron
02:15:01 - Activation Functions
02:20:55 - Forward Propagation
02:28:37 - BackPropagation
02:34:10 - Loss Functions
02:46:14 - Overfitting and Regularization
02:58:09 - Dropout
03:04:30 - Batch Normalization
03:12:13 - Convolution Neural Network(CNN)
03:22:28 - Recurrent Neural Network(RNN)
03:32:04 - Transfer Learning
03:39:05 - Long Short-Term Memory(LSTM)
03:46:33 - Gated Recurrent Unit(GRU)
03:53:30 - Conclusion
🎯 Who Is This Course For?
AI and Deep 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 Deep 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 Deep Learning.
#ArtificialIntelligence #DeepLearning #AIFullCourse #MachineLearningFullCourse #AI #DeepLearning #DataScience #Python #AIEngineer #DeepLearningTutorial
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