Udemy - Artificial Intelligence Explained - 101 Concepts Must Kno...

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• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - The Dawn of Intelligence
• 1 - What is Artificial Intelligence A HighLevel Overview.mp4 (25.3 MB)
• 10 - Data The Fuel of Modern AI.mp4 (8.4 MB)
• 2 - The History of AI From Turing to Today.mp4 (12.5 MB)
• 3 - AI vs Human Intelligence The Key Differences.mp4 (12.1 MB)
• 4 - Types of AI ANI AGI and ASI Explained.mp4 (12.0 MB)
• 5 - The AI Winter Lessons from the Past.mp4 (15.4 MB)
• 6 - Symbolic AI vs Connectionism.mp4 (9.1 MB)
• 7 - The Turing Test Can Machines Think.mp4 (10.1 MB)
• 8 - Algorithms The Engine of Intelligence.mp4 (9.5 MB)
• 9 - Hardware GPU TPU and NPU Revolution.mp4 (9.9 MB)
10 - The Future Horizon AGI Beyond
• 86 - Artificial General Intelligence AGI.mp4 (5.8 MB)
• 87 - Artificial Superintelligence ASI.mp4 (4.7 MB)
• 88 - The Singularity Myth or Reality.mp4 (4.4 MB)
• 89 - Neurosymbolic AI.mp4 (4.5 MB)
• 90 - Quantum AI.mp4 (4.5 MB)
• 91 - BrainComputer Interfaces BCI Neuralink.mp4 (4.4 MB)
• 92 - Neuromorphic Computing.mp4 (4.9 MB)
• 93 - Space Exploration with AI.mp4 (4.6 MB)
• 94 - The Philosophy of AI Consciousness.mp4 (8.2 MB)
• 95 - Transhumanism and AI.mp4 (6.6 MB)
11 - Real World Application Career
• 100 - AILawRegulationEthics.mp4 (5.1 MB)
• 101 - Lecture106TheAIJobMarket.mp4 (4.8 MB)
• 96 - TheModernAIStackRAGVectorDBs.mp4 (5.1 MB)
• 97 - AIAgentsAutonomousSystems.mp4 (4.9 MB)
• 98 - LLMOpsDeployment.mp4 (4.5 MB)
• 99 - LocalLLMsPrivacy.mp4 (4.4 MB)
2 - The Learning Machines Machine Learning Basics
• 11 - Supervised Learning Teaching with Examples.mp4 (10.0 MB)
• 12 - What is Machine Learning.mp4 (10.2 MB)
• 13 - Unsupervised Learning Finding Hidden Patterns.mp4 (8.7 MB)
• 14 - Reinforcement Learning Learning by Trial and Error.mp4 (7.5 MB)
• 15 - SemiSupervised and SelfSupervised Learning.mp4 (8.0 MB)
• 16 - Regression Predicting Numbers.mp4 (7.3 MB)
• 17 - Classification Sorting the World.mp4 (8.4 MB)
• 18 - Clustering Grouping Data.mp4 (8.4 MB)
• 19 - Overfitting vs Underfitting Finding the Balance.mp4 (6.6 MB)
• 20 - The BiasVariance Tradeoff.mp4 (12.0 MB)
3 - Deep Dive into Neural Networks Deep Learning
• 21 - Biological vs Artificial Neurons.mp4 (6.1 MB)
• 22 - The Perceptron The Building Block.mp4 (7.0 MB)
• 23 - Activation Functions Sigmoid ReLU and Tanh.mp4 (6.0 MB)
• 24 - Neural Networks Architecture Layers Weights and Biases.mp4 (6.0 MB)
• 25 - Backpropagation How Networks Learn.mp4 (6.5 MB)
• 26 - Loss Functions and Optimizers SGD Adam.mp4 (6.0 MB)
• 27 - Deep Learning vs Machine Learning.mp4 (7.1 MB)
• 28 - Convolutional Neural Networks CNNs Seeing the World.mp4 (5.7 MB)
• 29 - Transformers The Modern Architecture of AI.mp4 (6.3 MB)
• 30 - Recurrent Neural Networks RNNs Remembering Sequences.mp4 (6.8 MB)
4 - Computers That See Computer Vision
• 31 - What is Computer Vision.mp4 (8.7 MB)
• 32 - Image Classification.mp4 (7.7 MB)
• 33 - Object Detection and Localization.mp4 (7.6 MB)
• 34 - Semantic Segmentation.mp4 (4.6 MB)
• 35 - Facial Recognition Technology.mp4 (5.6 MB)
• 36 - OCR Optical Character Recognition.mp4 (5.1 MB)
• 37 - Image Generation and Style Transfer.mp4 (4.8 MB)
• 38 - Video Analysis and Activity Recognition.mp4 (4.9 MB)
• 39 - 3D Computer Vision.mp4 (5.5 MB)
• 40 - Applications of CV in Healthcare Autos.mp4 (6.2 MB)
5 - Machines That Speak Natural Language Processing
• 41 - What is NLP Syntax and Semantics.mp4 (5.1 MB)
• 42 - Tokenization Stemming and Lemmatization.mp4 (8.0 MB)
• 43 - Bag of Words and TFIDF.mp4 (4.7 MB)
• 44 - Word Embeddings Word2Vec and GloVe.mp4 (5.6 MB)
• 45 - Sentiment Analysis Reading Emotions.mp4 (5.3 MB)
• 46 - Machine Translation Seq2Seq models.mp4 (5.6 MB)
• 47 - Chatbots vs Conversational AI.mp4 (5.0 MB)
• 48 - Named Entity Recognition NER.mp4 (6.0 MB)
• 49 - Speech Recognition STT and Synthesis TTS.mp4 (5.6 MB)
• 50 - The Evolution of Language Models Ngrams to LLMs.mp4 (7.6 MB)
6 - The Body of AI Robotics Automation
• 51 - What is Robotics AI Hardware.mp4 (6.1 MB)
• 52 - Sensors and Actuators.mp4 (6.1 MB)
• 53 - Simultaneous Localization and Mapping SLAM.mp4 (5.0 MB)
• 54 - Path Planning and Navigation.mp4 (4.8 MB)
• 55 - AI in Healthcare Diagnosis and Drug Discovery.mp4 (5.0 MB)
• 56 - HumanRobot Interaction HRI.mp4 (7.4 MB)
• 57 - AI in Finance Fraud Detection and Algorithmic Trading.mp4 (4.6 MB)
• 58 - AI in Marketing Personalization and Recommendation Engines3.mp4 (4.0 MB)
• 59 - AI in Education Adaptive Learning.mp4 (4.3 MB)
• 60 - AI in Entertainment Games and Content Creation.mp4 (4.2 MB)
7 - AI in the Real World Applications
• 61 - AI in Cybersecurity Defense and Attack.mp4 (7.5 MB)
• 62 - AI in Agriculture Smart Farming.mp4 (4.7 MB)
• 63 - AI in Law and Governance.mp4 (4.3 MB)
• 64 - AI in Climate Change and Sustainability.mp4 (4.3 MB)
• 65 - Smart Cities and IoT.mp4 (6.5 MB)
• 66 - Algorithmic Bias and Fairness.mp4 (5.0 MB)
8 - The Ethical AI Ethics Bias Safety
• 67 - The Importance of AI Ethics.mp4 (5.2 MB)
• 68 - Explainable AI XAI The Black Box Problem.mp4 (7.5 MB)
• 69 - Privacy and Data Security GDPR.mp4 (5.4 MB)
• 70 - AI Safety and Alignment.mp4 (5.5 MB)
• 71 - Deepfakes and Misinformation.mp4 (5.0 MB)
• 72 - Automation and Job Displacement.mp4 (5.1 MB)
• 73 - The Trolley Problem in AI.mp4 (4.6 MB)
• 74 - AI Governance and Regulation.mp4 (7.5 MB)
• 75 - Responsible AI Development.mp4 (5.2 MB)
9 - The Generative Revolution GenAI LLMs
• 76 - What is Generative AI.mp4 (5.2 MB)
• 77 - Large Language Models LLMs Explained.mp4 (4.9 MB)
• 78 - Prompt Engineering Talking to AI.mp4 (4.1 MB)
• 79 - RAG RetrievalAugmented Generation.mp4 (4.3 MB)
• 80 - Diffusion Models Creating Art.mp4 (4.4 MB)
• 81 - GANs Generative Adversarial Networks.mp4 (6.8 MB)
• 82 - Agents and Autonomous Systems.mp4 (5.3 MB)
• 83 - The Economics of GenAI.mp4 (4.5 MB)
• 84 - FineTuning and Transfer Learning.mp4 (6.8 MB)
• 85 - Multimodal Models Text Image Audio.mp4 (6.8 MB)
• Bonus Resources.txt (0.1 KB)