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Udemy - Artificial Intelligence Explained - 101 Concepts Must Know

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1 - The Dawn of Intelligence

1 - What is Artificial Intelligence A HighLevel Overview.mp4

MP4

25.3 MB

10 - Data The Fuel of Modern AI.mp4

MP4

8.4 MB

10 - The Future Horizon AGI Beyond

11 - Real World Application Career

100 - AILawRegulationEthics.mp4

MP4

5.1 MB

101 - Lecture106TheAIJobMarket.mp4

MP4

4.8 MB

2 - The Learning Machines Machine Learning Basics

11 - Supervised Learning Teaching with Examples.mp4

MP4

10 MB

12 - What is Machine Learning.mp4

MP4

10.2 MB

13 - Unsupervised Learning Finding Hidden Patterns.mp4

MP4

8.7 MB

14 - Reinforcement Learning Learning by Trial and Error.mp4

MP4

7.5 MB

15 - SemiSupervised and SelfSupervised Learning.mp4

MP4

8 MB

16 - Regression Predicting Numbers.mp4

MP4

7.3 MB

17 - Classification Sorting the World.mp4

MP4

8.4 MB

18 - Clustering Grouping Data.mp4

MP4

8.4 MB

19 - Overfitting vs Underfitting Finding the Balance.mp4

MP4

6.6 MB

20 - The BiasVariance Tradeoff.mp4

MP4

12 MB

3 - Deep Dive into Neural Networks Deep Learning

21 - Biological vs Artificial Neurons.mp4

MP4

6.1 MB

22 - The Perceptron The Building Block.mp4

MP4

7 MB

23 - Activation Functions Sigmoid ReLU and Tanh.mp4

MP4

6 MB

24 - Neural Networks Architecture Layers Weights and Biases.mp4

MP4

6 MB

25 - Backpropagation How Networks Learn.mp4

MP4

6.5 MB

26 - Loss Functions and Optimizers SGD Adam.mp4

MP4

6 MB

27 - Deep Learning vs Machine Learning.mp4

MP4

7.1 MB

28 - Convolutional Neural Networks CNNs Seeing the World.mp4

MP4

5.7 MB

29 - Transformers The Modern Architecture of AI.mp4

MP4

6.3 MB

30 - Recurrent Neural Networks RNNs Remembering Sequences.mp4

MP4

6.8 MB

4 - Computers That See Computer Vision

31 - What is Computer Vision.mp4

MP4

8.7 MB

32 - Image Classification.mp4

MP4

7.7 MB

33 - Object Detection and Localization.mp4

MP4

7.6 MB

34 - Semantic Segmentation.mp4

MP4

4.6 MB

35 - Facial Recognition Technology.mp4

MP4

5.6 MB

36 - OCR Optical Character Recognition.mp4

MP4

5.1 MB

37 - Image Generation and Style Transfer.mp4

MP4

4.8 MB

38 - Video Analysis and Activity Recognition.mp4

MP4

4.9 MB

39 - 3D Computer Vision.mp4

MP4

5.5 MB

40 - Applications of CV in Healthcare Autos.mp4

MP4

6.2 MB

5 - Machines That Speak Natural Language Processing

41 - What is NLP Syntax and Semantics.mp4

MP4

5.1 MB

42 - Tokenization Stemming and Lemmatization.mp4

MP4

8 MB

43 - Bag of Words and TFIDF.mp4

MP4

4.7 MB

44 - Word Embeddings Word2Vec and GloVe.mp4

MP4

5.6 MB

45 - Sentiment Analysis Reading Emotions.mp4

MP4

5.3 MB

46 - Machine Translation Seq2Seq models.mp4

MP4

5.6 MB

47 - Chatbots vs Conversational AI.mp4

MP4

5 MB

48 - Named Entity Recognition NER.mp4

MP4

6 MB

49 - Speech Recognition STT and Synthesis TTS.mp4

MP4

5.6 MB

50 - The Evolution of Language Models Ngrams to LLMs.mp4

MP4

7.6 MB

6 - The Body of AI Robotics Automation

51 - What is Robotics AI Hardware.mp4

MP4

6.1 MB

52 - Sensors and Actuators.mp4

MP4

6.1 MB

53 - Simultaneous Localization and Mapping SLAM.mp4

MP4

5 MB

54 - Path Planning and Navigation.mp4

MP4

4.8 MB

55 - AI in Healthcare Diagnosis and Drug Discovery.mp4

MP4

5 MB

56 - HumanRobot Interaction HRI.mp4

MP4

7.4 MB

57 - AI in Finance Fraud Detection and Algorithmic Trading.mp4

MP4

4.6 MB

58 - AI in Marketing Personalization and Recommendation Engines3.mp4

MP4

4 MB

59 - AI in Education Adaptive Learning.mp4

MP4

4.3 MB

60 - AI in Entertainment Games and Content Creation.mp4

MP4

4.2 MB

7 - AI in the Real World Applications

61 - AI in Cybersecurity Defense and Attack.mp4

MP4

7.5 MB

62 - AI in Agriculture Smart Farming.mp4

MP4

4.7 MB

63 - AI in Law and Governance.mp4

MP4

4.3 MB

64 - AI in Climate Change and Sustainability.mp4

MP4

4.3 MB

65 - Smart Cities and IoT.mp4

MP4

6.5 MB

66 - Algorithmic Bias and Fairness.mp4

MP4

5 MB

8 - The Ethical AI Ethics Bias Safety

67 - The Importance of AI Ethics.mp4

MP4

5.2 MB

68 - Explainable AI XAI The Black Box Problem.mp4

MP4

7.5 MB

69 - Privacy and Data Security GDPR.mp4

MP4

5.4 MB

70 - AI Safety and Alignment.mp4

MP4

5.5 MB

71 - Deepfakes and Misinformation.mp4

MP4

5 MB

72 - Automation and Job Displacement.mp4

MP4

5.1 MB

73 - The Trolley Problem in AI.mp4

MP4

4.6 MB

74 - AI Governance and Regulation.mp4

MP4

7.5 MB

75 - Responsible AI Development.mp4

MP4

5.2 MB

9 - The Generative Revolution GenAI LLMs

76 - What is Generative AI.mp4	MP4	5.2 MB
77 - Large Language Models LLMs Explained.mp4	MP4	4.9 MB
78 - Prompt Engineering Talking to AI.mp4	MP4	4.1 MB
79 - RAG RetrievalAugmented Generation.mp4	MP4	4.3 MB
80 - Diffusion Models Creating Art.mp4	MP4	4.4 MB
81 - GANs Generative Adversarial Networks.mp4	MP4	6.8 MB
82 - Agents and Autonomous Systems.mp4	MP4	5.3 MB
83 - The Economics of GenAI.mp4	MP4	4.5 MB
84 - FineTuning and Transfer Learning.mp4	MP4	6.8 MB
85 - Multimodal Models Text Image Audio.mp4	MP4	6.8 MB

96 - TheModernAIStackRAGVectorDBs.mp4

MP4

5.1 MB

97 - AIAgentsAutonomousSystems.mp4

MP4

4.9 MB

98 - LLMOpsDeployment.mp4

MP4

4.5 MB

99 - LocalLLMsPrivacy.mp4

MP4

4.4 MB

86 - Artificial General Intelligence AGI.mp4

MP4

5.8 MB

87 - Artificial Superintelligence ASI.mp4

MP4

4.7 MB

88 - The Singularity Myth or Reality.mp4

MP4

4.4 MB

89 - Neurosymbolic AI.mp4

MP4

4.5 MB

90 - Quantum AI.mp4

MP4

4.5 MB

91 - BrainComputer Interfaces BCI Neuralink.mp4

MP4

4.4 MB

92 - Neuromorphic Computing.mp4

MP4

4.9 MB

93 - Space Exploration with AI.mp4

MP4

4.6 MB

94 - The Philosophy of AI Consciousness.mp4

MP4

8.2 MB

95 - Transhumanism and AI.mp4

MP4

6.6 MB

2 - The History of AI From Turing to Today.mp4

MP4

12.5 MB

3 - AI vs Human Intelligence The Key Differences.mp4

MP4

12.1 MB

4 - Types of AI ANI AGI and ASI Explained.mp4

MP4

12 MB

5 - The AI Winter Lessons from the Past.mp4

MP4

15.4 MB

6 - Symbolic AI vs Connectionism.mp4

MP4

9.1 MB

7 - The Turing Test Can Machines Think.mp4

MP4

10.1 MB

8 - Algorithms The Engine of Intelligence.mp4

MP4

9.5 MB

9 - Hardware GPU TPU and NPU Revolution.mp4

MP4

9.9 MB

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Udemy - Artificial Intelligence Explained - 101 Concepts Must Know

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