Artificial Intelligence For Engineering KMC 101 201 PDF Notes EBook Download for B.Tech AKTU First Year.
All 5 Units Notes with Easy, Simple, and Short Language. According to Latest AKTU Syllabus.
Important Extra Definitions/Terms, Important Questions, and Previous Year Question Paper are included.
Unit 1: An overview to AI
- 1.1 The evolution of AI to the present
- 1.2 Various approaches to AI
- 1.3 What should all engineers know about AI?
- 1.4 Other emerging technologies
- 1.5 AI and ethical concerns
Unit 2: Data & Algorithms
- 2.1 History Of Data
- 2.2 Data Storage And Importance of Data and its Acquisition
- 2.3 The Stages of data processing
- 2.4 Data Visualization
- 2.5 Regression, Prediction & Classification
- 2.6 Clustering & Recommender Systems
Unit 3: Natural Language Processing
- 3.1 Speech recognition
- 3.2 Natural language understanding
- 3.3 Natural language generation
- 3.4 Chatbots
- 3.5 Machine Translation
Unit 4: Artificial Neural Networks
- 4.1 Deep Learning
- 4.2 Recurrent Neural Networks
- 4.3 Convolutional Neural Networks
- 4.4 The Universal Approximation Theorem
- 4.5 Generative Adversarial Networks
Unit 5: Applications
- 5.1 Image and face recognition
- 5.2 Object recognition
- 5.3 Speech Recognition besides Computer Vision
- 5.4 Robots
- 5.5 Applications
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