Udemy - Artificial Intelligence Explained - 101 Concepts Must Know
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/1 - What is Artificial Intelligence A HighLevel Overview.mp4 | 25.25 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/10 - Data The Fuel of Modern AI.mp4 | 8.39 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/2 - The History of AI From Turing to Today.mp4 | 12.51 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/3 - AI vs Human Intelligence The Key Differences.mp4 | 12.13 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/4 - Types of AI ANI AGI and ASI Explained.mp4 | 11.98 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/5 - The AI Winter Lessons from the Past.mp4 | 15.44 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/6 - Symbolic AI vs Connectionism.mp4 | 9.12 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/7 - The Turing Test Can Machines Think.mp4 | 10.06 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/8 - Algorithms The Engine of Intelligence.mp4 | 9.53 MB |
| ~Get Your Files Here !/1 - The Dawn of Intelligence/9 - Hardware GPU TPU and NPU Revolution.mp4 | 9.88 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/86 - Artificial General Intelligence AGI.mp4 | 5.83 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/87 - Artificial Superintelligence ASI.mp4 | 4.72 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/88 - The Singularity Myth or Reality.mp4 | 4.37 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/89 - Neurosymbolic AI.mp4 | 4.45 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/90 - Quantum AI.mp4 | 4.53 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/91 - BrainComputer Interfaces BCI Neuralink.mp4 | 4.44 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/92 - Neuromorphic Computing.mp4 | 4.86 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/93 - Space Exploration with AI.mp4 | 4.65 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/94 - The Philosophy of AI Consciousness.mp4 | 8.21 MB |
| ~Get Your Files Here !/10 - The Future Horizon AGI Beyond/95 - Transhumanism and AI.mp4 | 6.63 MB |
| ~Get Your Files Here !/11 - Real World Application Career/100 - AILawRegulationEthics.mp4 | 5.08 MB |
| ~Get Your Files Here !/11 - Real World Application Career/101 - Lecture106TheAIJobMarket.mp4 | 4.82 MB |
| ~Get Your Files Here !/11 - Real World Application Career/96 - TheModernAIStackRAGVectorDBs.mp4 | 5.15 MB |
| ~Get Your Files Here !/11 - Real World Application Career/97 - AIAgentsAutonomousSystems.mp4 | 4.95 MB |
| ~Get Your Files Here !/11 - Real World Application Career/98 - LLMOpsDeployment.mp4 | 4.49 MB |
| ~Get Your Files Here !/11 - Real World Application Career/99 - LocalLLMsPrivacy.mp4 | 4.41 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/11 - Supervised Learning Teaching with Examples.mp4 | 10.03 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/12 - What is Machine Learning.mp4 | 10.18 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/13 - Unsupervised Learning Finding Hidden Patterns.mp4 | 8.68 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/14 - Reinforcement Learning Learning by Trial and Error.mp4 | 7.45 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/15 - SemiSupervised and SelfSupervised Learning.mp4 | 7.98 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/16 - Regression Predicting Numbers.mp4 | 7.26 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/17 - Classification Sorting the World.mp4 | 8.44 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/18 - Clustering Grouping Data.mp4 | 8.36 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/19 - Overfitting vs Underfitting Finding the Balance.mp4 | 6.61 MB |
| ~Get Your Files Here !/2 - The Learning Machines Machine Learning Basics/20 - The BiasVariance Tradeoff.mp4 | 12 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/21 - Biological vs Artificial Neurons.mp4 | 6.14 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/22 - The Perceptron The Building Block.mp4 | 7.04 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/23 - Activation Functions Sigmoid ReLU and Tanh.mp4 | 5.98 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/24 - Neural Networks Architecture Layers Weights and Biases.mp4 | 6.03 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/25 - Backpropagation How Networks Learn.mp4 | 6.49 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/26 - Loss Functions and Optimizers SGD Adam.mp4 | 6.04 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/27 - Deep Learning vs Machine Learning.mp4 | 7.1 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/28 - Convolutional Neural Networks CNNs Seeing the World.mp4 | 5.65 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/29 - Transformers The Modern Architecture of AI.mp4 | 6.31 MB |
| ~Get Your Files Here !/3 - Deep Dive into Neural Networks Deep Learning/30 - Recurrent Neural Networks RNNs Remembering Sequences.mp4 | 6.83 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/31 - What is Computer Vision.mp4 | 8.68 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/32 - Image Classification.mp4 | 7.68 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/33 - Object Detection and Localization.mp4 | 7.63 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/34 - Semantic Segmentation.mp4 | 4.59 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/35 - Facial Recognition Technology.mp4 | 5.65 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/36 - OCR Optical Character Recognition.mp4 | 5.12 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/37 - Image Generation and Style Transfer.mp4 | 4.76 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/38 - Video Analysis and Activity Recognition.mp4 | 4.88 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/39 - 3D Computer Vision.mp4 | 5.53 MB |
| ~Get Your Files Here !/4 - Computers That See Computer Vision/40 - Applications of CV in Healthcare Autos.mp4 | 6.19 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/41 - What is NLP Syntax and Semantics.mp4 | 5.06 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/42 - Tokenization Stemming and Lemmatization.mp4 | 8.03 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/43 - Bag of Words and TFIDF.mp4 | 4.7 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/44 - Word Embeddings Word2Vec and GloVe.mp4 | 5.55 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/45 - Sentiment Analysis Reading Emotions.mp4 | 5.34 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/46 - Machine Translation Seq2Seq models.mp4 | 5.57 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/47 - Chatbots vs Conversational AI.mp4 | 5.04 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/48 - Named Entity Recognition NER.mp4 | 6.01 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/49 - Speech Recognition STT and Synthesis TTS.mp4 | 5.61 MB |
| ~Get Your Files Here !/5 - Machines That Speak Natural Language Processing/50 - The Evolution of Language Models Ngrams to LLMs.mp4 | 7.6 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/51 - What is Robotics AI Hardware.mp4 | 6.12 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/52 - Sensors and Actuators.mp4 | 6.15 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/53 - Simultaneous Localization and Mapping SLAM.mp4 | 4.98 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/54 - Path Planning and Navigation.mp4 | 4.8 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/55 - AI in Healthcare Diagnosis and Drug Discovery.mp4 | 4.97 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/56 - HumanRobot Interaction HRI.mp4 | 7.4 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/57 - AI in Finance Fraud Detection and Algorithmic Trading.mp4 | 4.63 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/58 - AI in Marketing Personalization and Recommendation Engines3.mp4 | 4.02 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/59 - AI in Education Adaptive Learning.mp4 | 4.32 MB |
| ~Get Your Files Here !/6 - The Body of AI Robotics Automation/60 - AI in Entertainment Games and Content Creation.mp4 | 4.16 MB |
| ~Get Your Files Here !/7 - AI in the Real World Applications/61 - AI in Cybersecurity Defense and Attack.mp4 | 7.55 MB |
| ~Get Your Files Here !/7 - AI in the Real World Applications/62 - AI in Agriculture Smart Farming.mp4 | 4.72 MB |
| ~Get Your Files Here !/7 - AI in the Real World Applications/63 - AI in Law and Governance.mp4 | 4.34 MB |
| ~Get Your Files Here !/7 - AI in the Real World Applications/64 - AI in Climate Change and Sustainability.mp4 | 4.34 MB |
| ~Get Your Files Here !/7 - AI in the Real World Applications/65 - Smart Cities and IoT.mp4 | 6.53 MB |
| ~Get Your Files Here !/7 - AI in the Real World Applications/66 - Algorithmic Bias and Fairness.mp4 | 4.97 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/67 - The Importance of AI Ethics.mp4 | 5.18 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/68 - Explainable AI XAI The Black Box Problem.mp4 | 7.5 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/69 - Privacy and Data Security GDPR.mp4 | 5.42 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/70 - AI Safety and Alignment.mp4 | 5.46 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/71 - Deepfakes and Misinformation.mp4 | 5.03 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/72 - Automation and Job Displacement.mp4 | 5.09 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/73 - The Trolley Problem in AI.mp4 | 4.55 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/74 - AI Governance and Regulation.mp4 | 7.55 MB |
| ~Get Your Files Here !/8 - The Ethical AI Ethics Bias Safety/75 - Responsible AI Development.mp4 | 5.24 MB |
| ~Get Your Files Here !/9 - The Generative Revolution GenAI LLMs/76 - What is Generative AI.mp4 | 5.19 MB |
| ~Get Your Files Here !/9 - The Generative Revolution GenAI LLMs/77 - Large Language Models LLMs Explained.mp4 | 4.9 MB |
| ~Get Your Files Here !/9 - The Generative Revolution GenAI LLMs/78 - Prompt Engineering Talking to AI.mp4 | 4.1 MB |
| ~Get Your Files Here !/9 - The Generative Revolution GenAI LLMs/79 - RAG RetrievalAugmented Generation.mp4 | 4.34 MB |
| ~Get Your Files Here !/9 - The Generative Revolution GenAI LLMs/80 - Diffusion Models Creating Art.mp4 | 4.41 MB |
| ~Get Your Files Here !/9 - The Generative Revolution GenAI LLMs/81 - GANs Generative Adversarial Networks.mp4 | 6.79 MB |
| ~Get Your Files Here !/9 - The Generative Revolution GenAI LLMs/82 - Agents and Autonomous Systems.mp4 | 5.3 MB |
| ~Get Your Files Here !/9 - The Generative Revolution GenAI LLMs/83 - The Economics of GenAI.mp4 | 4.53 MB |
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